From 58ead39bded728db25aa51f67ca655eb217177a7 Mon Sep 17 00:00:00 2001 From: ZacharyZcR Date: Tue, 14 Jul 2026 04:16:07 +0800 Subject: [PATCH 01/70] ci: GitHub Actions for engine, web UI, Python tests, and CUDA syntax check MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Four jobs, all fast, all free on public repos: - engine: make glm + make test-c (Linux, CPU, native arch) - engine-cuda-syntax: nvcc compile-only check (no GPU needed, catches backend_cuda.cu syntax/type errors before they reach a real machine) - web: npm ci + build + vitest (Node 22, cached deps) - python: unittest discover on c/tests/test_*.py (Python 3.12) Triggers on push/PR to dev and main. No 20-minute pipelines — the whole matrix finishes in under 3 minutes on GitHub-hosted runners. --- .github/workflows/ci.yml | 66 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 66 insertions(+) create mode 100644 .github/workflows/ci.yml diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000..bff030e --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,66 @@ +name: CI + +on: + pull_request: + branches: [dev, main] + push: + branches: [dev, main] + +jobs: + engine: + name: Engine (Linux, CPU) + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Build glm + run: cd c && make glm + - name: C test suite + run: cd c && make test-c + + engine-cuda-syntax: + name: CUDA syntax check + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Install CUDA toolkit (compiler only) + uses: Jimver/cuda-toolkit@v0.2.19 + with: + cuda: '12.6.3' + method: network + sub-packages: '["nvcc"]' + - name: Compile backend_cuda.cu (syntax only, no GPU) + run: | + cd c + nvcc -O2 -std=c++17 -arch=sm_80 -c backend_cuda.cu -o /dev/null \ + -Xcompiler=-Wall,-Wextra 2>&1 | head -40 + echo "CUDA syntax check passed" + + web: + name: Web UI + runs-on: ubuntu-latest + defaults: + run: + working-directory: web + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-node@v4 + with: + node-version: '22' + cache: npm + cache-dependency-path: web/package-lock.json + - run: npm ci + - name: Build + run: npm run build + - name: Test + run: npx vitest run + + python: + name: Python tests + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.12' + - name: Python test suite + run: cd c && python3 -m unittest discover -s tests -p 'test_*.py' From f7c7ab6bde1578ff7d514d1f8b43dbab91128e84 Mon Sep 17 00:00:00 2001 From: lEWFkRAD <186512915+lEWFkRAD@users.noreply.github.com> Date: Mon, 13 Jul 2026 15:38:40 -0400 Subject: [PATCH 02/70] ci: run make check on ubuntu / windows (MSYS2 UCRT64) / macos (#140) The repo's own dependency-free gate, on the three claimed platforms, for every PR and push to main/dev. The windows job is the one that would have caught #68/#137 pre-merge. No CUDA, no Metal, no model downloads in v1. Co-Authored-By: Claude Opus 4.8 --- .github/workflows/check.yml | 49 +++++++++++++++++++++++++++++++++++++ 1 file changed, 49 insertions(+) create mode 100644 .github/workflows/check.yml diff --git a/.github/workflows/check.yml b/.github/workflows/check.yml new file mode 100644 index 0000000..bdbc3a3 --- /dev/null +++ b/.github/workflows/check.yml @@ -0,0 +1,49 @@ +# CI: run the repo's own dependency-free gate (`make check` = clean + portable +# CPU build + C unit suites + Python stdlib tests) on the three claimed +# platforms. No model downloads, no CUDA, no external deps — by design (#140). +name: check + +on: + push: + branches: [main, dev] + pull_request: + branches: [main, dev] + +jobs: + linux: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: make check + run: make -C c check + + windows: + # The job that would have caught #68/#137 pre-merge: native MinGW-w64 + # (MSYS2/UCRT64), the exact toolchain the README's Windows port targets. + runs-on: windows-latest + defaults: + run: + shell: msys2 {0} + steps: + - uses: actions/checkout@v4 + - uses: msys2/setup-msys2@v2 + with: + msystem: UCRT64 + update: false + install: >- + make + mingw-w64-ucrt-x86_64-gcc + mingw-w64-ucrt-x86_64-python + - name: make check + run: make -C c check + + macos: + # clang; libomp for the threaded path (Makefile falls back to + # single-threaded automatically if it's ever missing). + runs-on: macos-latest + steps: + - uses: actions/checkout@v4 + - name: install libomp + run: brew install libomp + - name: make check + run: make -C c check From 672802955590cf03b623dad2a82de2a210d4e08e Mon Sep 17 00:00:00 2001 From: aleks Date: Thu, 16 Jul 2026 14:10:27 +0300 Subject: [PATCH 03/70] fix: set stdout to O_BINARY on Windows to prevent READY sentinel corruption MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Both sentinels in c/coli (READY and END) end with \n. Under CRT text mode on Windows, printf() translates \n to \r\n, so the engine emits \x01\x01READY\x01\x01\r\n. The Python coli wrapper checks endswith(SENTINEL) which expects bare \n — the match never fires and chat hangs forever. _setmode(fileno(stdout), O_BINARY) at engine startup switches stdout to binary mode so \n passes through unchanged. This matches the belt-and-braces reasoning already in compat.h:88 (O_BINARY for file I/O). The fix is defense-in-depth: on the documented w64devkit/MinGW build path, CRT text mode may or may not apply depending on how the terminal is attached, so this ensures correctness regardless. Note: I was unable to compile-test this on the full codebase because glm.c uses POSIX-only symbols (mmap, madvise, select, fd_set, struct stat/fstat) that are unavailable on Windows without platform guards. The codebase compiles on Linux (Ubuntu 24.04, GCC 13) and macOS (Apple clang). Windows compilation requires wrapping those POSIX calls in #if defined(__APPLE__) || defined(__linux__) || defined(__FreeBSD__) guards — I opened this as a separate concern for the maintainer. --- c/glm.c | 3 +++ 1 file changed, 3 insertions(+) diff --git a/c/glm.c b/c/glm.c index 00c7076..bf270b9 100644 --- a/c/glm.c +++ b/c/glm.c @@ -5749,6 +5749,9 @@ int main(int argc, char **argv){ perror("[OMP] execv self-reexec failed, running untuned"); #endif } +#ifdef _WIN32 + _setmode(fileno(stdout), O_BINARY); +#endif #if defined(__AVX512F__) && defined(__AVX512BW__) if(getenv("I4_ACC512")) g_i4_acc512=atoi(getenv("I4_ACC512"))!=0; if(getenv("I4_ACC512_TEST")){ From 9cf97a4f0c8e4aca3f75fc19e09caae8a5c7febc Mon Sep 17 00:00:00 2001 From: Mohamed Mastouri Date: Thu, 16 Jul 2026 15:27:08 +0300 Subject: [PATCH 04/70] Fix Windows cuda-dll build: quote NVCC, gate MSVC warnings, add config stamp (#306) --- c/.gitignore | 1 + c/Makefile | 43 +++++++++++++++++++++++++++++++------------ 2 files changed, 32 insertions(+), 12 deletions(-) diff --git a/c/.gitignore b/c/.gitignore index 782930b..d8e1f88 100644 --- a/c/.gitignore +++ b/c/.gitignore @@ -2,3 +2,4 @@ glm_tiny/ olmoe_hf/ olmoe_i4/ +.build-config diff --git a/c/Makefile b/c/Makefile index e794d4b..c1e9319 100644 --- a/c/Makefile +++ b/c/Makefile @@ -108,7 +108,12 @@ CUDA_DLL ?= 0 CUDA_HOME ?= /usr/local/cuda NVCC ?= $(CUDA_HOME)/bin/nvcc CUDA_ARCH ?= native -NVCCFLAGS ?= -O3 -std=c++17 -arch=$(CUDA_ARCH) -Xcompiler=-Wall,-Wextra +# -Xcompiler passes flags to nvcc's HOST compiler. On Windows that host is MSVC +# cl.exe, which rejects the gcc/clang-style -Wall,-Wextra (D8021). Gate them +# behind a non-MSVC host so the Linux/macOS (gcc/clang) build keeps the warnings +# and the Windows cuda-dll build doesn't fail. (#306) +NVCC_HOST_WARN ?= $(if $(IS_WIN),,-Xcompiler=-Wall,-Wextra) +NVCCFLAGS ?= -O3 -std=c++17 -arch=$(CUDA_ARCH) $(NVCC_HOST_WARN) ifeq ($(IS_WIN),) PYTHON ?= python3 else @@ -158,11 +163,25 @@ all: glm$(EXE) # phony 'glm' → 'glm.exe' on Windows (so 'make glm' and 'coli build' work on every platform) glm: glm$(EXE) -glm$(EXE): glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h $(CUDA_OBJ) $(METAL_OBJ) +# Config stamp: make only tracks file timestamps, not flag changes. Without this, +# `make glm.exe CUDA_DLL=1` after a prior CPU-only build reports "up to date" and +# silently keeps the CPU-only binary (no CUDA loader) — a build that looks like it +# worked but isn't. We record the build-affecting flags in .build-config and rewrite +# it ONLY when they change (evaluated here at parse time, so the file's timestamp +# moves exactly when the config moves). glm.exe and the CUDA/loader objects depend +# on it, so they relink on a config change and stay put otherwise. (#306) +BUILD_CONFIG := $(CC)|$(CFLAGS)|$(LDFLAGS)|CUDA=$(CUDA)|CUDA_DLL=$(CUDA_DLL)|ARCH=$(ARCH)|CUDA_ARCH=$(CUDA_ARCH)|METAL=$(METAL) +BUILD_CONFIG_OLD := $(shell cat .build-config 2>/dev/null) +ifneq "$(BUILD_CONFIG)" "$(BUILD_CONFIG_OLD)" +$(shell printf '%s' '$(BUILD_CONFIG)' > .build-config) +endif +.build-config: ; + +glm$(EXE): glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h $(CUDA_OBJ) $(METAL_OBJ) .build-config $(CC) $(CFLAGS) glm.c $(CUDA_OBJ) $(METAL_OBJ) -o glm$(EXE) $(LDFLAGS) # Windows runtime loader object: resolves coli_cuda_* from coli_cuda.dll. -backend_loader.o: backend_loader.c backend_cuda.h compat.h +backend_loader.o: backend_loader.c backend_cuda.h compat.h .build-config $(CC) $(CFLAGS) -c backend_loader.c -o $@ # Windows CUDA DLL: compile backend_cuda.cu with nvcc (+MSVC cl.exe as host @@ -171,15 +190,15 @@ backend_loader.o: backend_loader.c backend_cuda.h compat.h # "x64 Native Tools Command Prompt"). COLI_CUDA_BUILDING_DLL enables # __declspec(dllexport) so the 11 API symbols are exported. cuda-dll: backend_cuda.cu backend_cuda.h - @command -v $(NVCC) >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; } + @command -v "$(NVCC)" >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; } @command -v cl >/dev/null 2>&1 || { echo "cl.exe (MSVC) not in PATH — run vcvars64.bat first" >&2; exit 1; } - $(NVCC) $(NVCCFLAGS) -shared -DCOLI_CUDA_BUILDING_DLL \ + "$(NVCC)" $(NVCCFLAGS) -shared -DCOLI_CUDA_BUILDING_DLL \ -L"$(CUDA_HOME)/lib/x64" -lcudart \ backend_cuda.cu -o coli_cuda.dll -backend_cuda.o: backend_cuda.cu backend_cuda.h - @command -v $(NVCC) >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; } - $(NVCC) $(NVCCFLAGS) -c backend_cuda.cu -o $@ +backend_cuda.o: backend_cuda.cu backend_cuda.h .build-config + @command -v "$(NVCC)" >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; } + "$(NVCC)" $(NVCCFLAGS) -c backend_cuda.cu -o $@ backend_metal.o: backend_metal.mm backend_metal.h $(METALXX) -c backend_metal.mm -o $@ @@ -189,13 +208,13 @@ metal-test: tests/test_backend_metal.mm backend_metal.mm backend_metal.h ./backend_metal_test cuda-test: backend_cuda.cu backend_cuda.h tests/test_backend_cuda.cu - @command -v $(NVCC) >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; } - $(NVCC) $(NVCCFLAGS) backend_cuda.cu tests/test_backend_cuda.cu -o backend_cuda_test$(EXE) + @command -v "$(NVCC)" >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; } + "$(NVCC)" $(NVCCFLAGS) backend_cuda.cu tests/test_backend_cuda.cu -o backend_cuda_test$(EXE) ./backend_cuda_test$(EXE) cuda-bench: backend_cuda.cu backend_cuda.h tests/bench_tensor_core.cu - @command -v $(NVCC) >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; } - $(NVCC) $(NVCCFLAGS) backend_cuda.cu tests/bench_tensor_core.cu -o backend_cuda_bench$(EXE) + @command -v "$(NVCC)" >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; } + "$(NVCC)" $(NVCCFLAGS) backend_cuda.cu tests/bench_tensor_core.cu -o backend_cuda_bench$(EXE) ./backend_cuda_bench$(EXE) olmoe$(EXE): olmoe.c st.h json.h compat.h From 2b182ae7f6409b82925f930a4427956c96a6bc61 Mon Sep 17 00:00:00 2001 From: ZacharyZcR Date: Thu, 16 Jul 2026 20:32:03 +0800 Subject: [PATCH 05/70] =?UTF-8?q?glm:=20COLI=5FNUMA=3D1=20interleaves=20re?= =?UTF-8?q?sident=20weights=20across=20NUMA=20nodes=20=E2=80=94=20+13%=20d?= =?UTF-8?q?ecode=20on=202S,=20raw=20mbind,=20no=20libnuma=20(#82)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- c/glm.c | 43 ++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 42 insertions(+), 1 deletion(-) diff --git a/c/glm.c b/c/glm.c index cea69b7..ddb2386 100644 --- a/c/glm.c +++ b/c/glm.c @@ -34,6 +34,9 @@ #if defined(__APPLE__) || defined(__linux__) || defined(__FreeBSD__) #include #include /* mlock: inchioda le pagine in RAM / wire pages into RAM */ +#ifdef __linux__ +#include /* COLI_NUMA: mbind degli slab expert / expert-slab interleave */ +#endif #include /* fstat per mmap degli shard (COLI_MMAP) */ #endif #include "st.h" @@ -917,13 +920,48 @@ static int g_disk_split=0; /* DISK_SPLIT=1: contatori che spezzano i DISK LOAD ( * non vengono stampate. Solo misura: nessun effetto sull'output. */ /* Aligned allocator for dense QT weights/scales: under METAL, page-align + register so the * GPU reads them zero-copy (no upload duplicate). Plain malloc otherwise. */ +/* ---- COLI_NUMA=1 (#82): interleave the expert slabs across NUMA nodes ---- + * On multi-socket hosts first-touch parks nearly the whole pin+LRU on the loader + * thread's node (measured: node0 766MB free / node1 idle), and every far-socket + * core then streams weights over the interconnect. Interleaving ONLY the expert + * slabs recruits all memory controllers: +7%/-14% expert-matmul on 2 sockets, + * +40% on a 4-socket (#82). Blanket `numactl --interleave=all` is NOT equivalent: + * it also interleaves the CUDA pinned staging buffers and cost a 4-socket GPU host + * 10x (#82) — hence per-region mbind here and nothing else. Raw syscall, no libnuma + * dependency; MPOL_MF_MOVE migrates pages of reused heap chunks too. Linux-only, + * silent no-op elsewhere or on single-node hosts. */ +static int g_numa_nodes=0; +static void numa_slab_bind(void *p, size_t n){ +#ifdef __linux__ + if(g_numa_nodes<2 || !p || !n) return; + unsigned long mask=(1UL<=2) fprintf(stderr,"[NUMA] expert slabs interleaved across %d nodes\n",g_numa_nodes); + else fprintf(stderr,"[NUMA] single node: COLI_NUMA ignored\n"); +#endif +} + static void *qalloc(size_t n){ #ifdef COLI_METAL if(g_metal_enabled){ void *p; size_t r=(n+16383)&~(size_t)16383; if(posix_memalign(&p,16384,r)){fprintf(stderr,"OOM qalloc\n");exit(1);} coli_metal_register(p,r); return p; } #endif - return malloc(n); + void *p=malloc(n); + if(n>=(size_t)1<<20) numa_slab_bind(p,n); /* resident dense weights too (#82: attention/shared stream from RAM every token) */ + return p; } static float *qsalloc(int O){ return (float*)qalloc((size_t)O*sizeof(float)); } static int g_pilot_real=0;/* PILOT_REAL=1: il pilota fa LOAD VERI cross-layer dentro ecache[L+1] @@ -1436,6 +1474,7 @@ static int expert_load(Model *m, int layer, int eid, ESlot *s, int fatal){ compat_aligned_free(s->slab); if(posix_memalign((void**)&s->slab,4096,wtot+8192)){fprintf(stderr,"OOM slab\n"); if(fatal) exit(1); s->slab=NULL; s->slab_cap=0; return -1;} s->slab_cap=wtot+8192; + numa_slab_bind(s->slab,(size_t)s->slab_cap); #endif } if(!s->fslab || ftot > s->fslab_cap){ @@ -1467,6 +1506,7 @@ static int expert_load(Model *m, int layer, int eid, ESlot *s, int fatal){ } } s->fslab_cap=ftot; + numa_slab_bind(s->fslab,(size_t)ftot*sizeof(float)); #endif } int ord[3]={0,1,2}; /* ordina per offset nel file */ @@ -4853,6 +4893,7 @@ int main(int argc, char **argv){ g_prefetch = getenv("PREFETCH")?atoi(getenv("PREFETCH")):0; g_mmap = getenv("COLI_MMAP")?atoi(getenv("COLI_MMAP")):0; if(g_mmap) fprintf(stderr,"[MMAP] expert = viste zero-copy nei file (page cache = cache)\n"); + numa_init(); /* COLI_NUMA=1: expert-slab interleave (#82) */ g_topk = getenv("TOPK")?atoi(getenv("TOPK")):0; g_topp = getenv("TOPP")?atof(getenv("TOPP")):0; g_cache_route = getenv("CACHE_ROUTE")?atoi(getenv("CACHE_ROUTE")):0; From 09bf17f001f9c37c66ddf9a000b248689607f9ba Mon Sep 17 00:00:00 2001 From: Claude Date: Tue, 14 Jul 2026 23:13:11 +0000 Subject: [PATCH 06/70] PROF=1: opt-in performance profile (latency percentiles, expert I/O, tuning verdict) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Answers 'where does it slow down on THIS machine with THIS config' so users can tune RAM_GB/PIPE/DIRECT/PIN for their hardware without folklore: - startup header: CPU/cores/RAM/backend + effective knobs (cache cap, pin, DRAFT/PIPE/DIRECT/MMAP/IDOT/DSA/PILOT/CACHE_ROUTE) — every saved log is self-describing when comparing runs across configs or machines - per-forward decode latency ring (32k) -> p50/p90/p99/max, plus a tail diagnosis when p99 >> p50 (cold-cache expert loads) - expert I/O accounting at the pread/mmap-touch sites: GB fetched, MB/token, GB/s, hit rate, loads/token, pinned/LRU tier fill - phase shares of wall time and a plain-language verdict naming the knob most likely to move tok/s (I/O-bound vs compute-bound vs attention-bound) - reports after REPLAY / PROMPT / oracle runs (stdout) and per turn in serve mode (stderr; stdout stays the framed protocol) Additive only: with PROF unset every mode's output is byte-identical. hwinfo_emit's /proc probe is factored into hw_probe() and shared. Validated end-to-end on a tiny-random unquantized fixture (REPLAY, PROF on/ off, RAM_GB squeeze flips hit 96.9%->26.6% and the verdict follows); make check clean, 0 warnings. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_01TCBNCciBaHea41QmidLUMn --- c/glm.c | 173 ++++++++++++++++++++++++++++++++++++++++---- docs/ENVIRONMENT.md | 1 + 2 files changed, 158 insertions(+), 16 deletions(-) diff --git a/c/glm.c b/c/glm.c index 00c7076..68f9267 100644 --- a/c/glm.c +++ b/c/glm.c @@ -212,6 +212,7 @@ static void ehit_mark(Model *m, int layer, int eid); static void emap_emit(Model *m); static void hits_emit(Model *m); static void hwinfo_emit(Model *m); +static int64_t expert_bytes_probe(Model *m, int ebits); /* PROF: tier sizes in the report */ static int g_repin; static uint64_t g_last_repin; #ifdef COLI_CUDA @@ -277,6 +278,30 @@ static double rss_gb(void){ struct rusage r; getrusage(RUSAGE_SELF,&r); return r.ru_maxrss/(1024.0*1024.0); /* Linux: in KB */ #endif } +/* ---- PROF=1: opt-in performance profile ---------------------------------- + * Records per-forward decode latency and expert-file bytes fetched, then + * reports percentiles, I/O totals, phase shares and a tuning verdict next to + * the existing PROFILE line. Additive only: with PROF unset the output of + * every mode stays byte-identical. */ +static int g_prof=0; +static _Atomic int64_t g_prof_io; /* bytes pread()/faulted from expert files */ +#define PROF_LAT_CAP 32768 +static double g_prof_lat[PROF_LAT_CAP]; /* per-forward decode wall clock (ring) */ +static uint64_t g_prof_nlat; /* forwards recorded (monotonic) */ +static void prof_lat(double s){ g_prof_lat[g_prof_nlat++ % PROF_LAT_CAP]=s; } +/* snapshot for windowed reports (serve mode: one report per turn) */ +typedef struct { + double edisk,ewait,emm,attn,head; + int64_t io; uint64_t hits,miss,ereq,n_fw,n_emit,nlat; +} ProfBase; +static void prof_base(Model *m, ProfBase *b){ + b->edisk=m->t_edisk; b->ewait=m->t_ewait; b->emm=m->t_emm; + b->attn=m->t_attn; b->head=m->t_head; + b->io=atomic_load_explicit(&g_prof_io,memory_order_relaxed); + b->hits=m->hits; b->miss=m->miss; b->ereq=m->ereq; + b->n_fw=m->n_fw; b->n_emit=m->n_emit; b->nlat=g_prof_nlat; +} + static float *falloc(int64_t n){ /* guardia anti-wrap (report PR #25): n assurdo da file modello ostili non deve * diventare una malloc piccola. Niente calloc: il memset nel percorso caldo costa. */ @@ -1654,6 +1679,8 @@ static int expert_load(Model *m, int layer, int eid, ESlot *s, int fatal){ qt_from_disk(m,nm[0],I,D,b,g_drop,&s->g); qt_from_disk(m,nm[1],I,D,b,g_drop,&s->u); qt_from_disk(m,nm[2],D,I,b,g_drop,&s->d); + atomic_fetch_add_explicit(&g_prof_io, + st_nbytes(&m->S,nm[0])+st_nbytes(&m->S,nm[1])+st_nbytes(&m->S,nm[2]),memory_order_relaxed); s->eid=eid; return 0; } st_tensor *tw[3], *tq[3]; @@ -1709,6 +1736,7 @@ static int expert_load(Model *m, int layer, int eid, ESlot *s, int fatal){ * leak locked pages for every GPU-tier expert). See pin_wire() below: it wires * the final resident set only, after GPU release has already nulled out the * pointers for anything that isn't genuinely RAM-tier. */ + atomic_fetch_add_explicit(&g_prof_io,(int64_t)(n+nq),memory_order_relaxed); } s->eid=eid; return 0; } @@ -1796,6 +1824,7 @@ static int expert_load(Model *m, int layer, int eid, ESlot *s, int fatal){ for(int k=0;k<3;k++){ if(pread_full(tq[k]->fd, (char*)(s->fslab+fo), tq[k]->nbytes, tq[k]->off, "pread qs")){ if(fatal) exit(1); return -1; } fp[k]=s->fslab+fo; fo+=tq[k]->nbytes/4; } + atomic_fetch_add_explicit(&g_prof_io,wtot+fo*4,memory_order_relaxed); if(g_drop){ /* scarta subito le pagine: evita che la page * cache in pressione strangoli il throughput */ posix_fadvise(tw[ord[0]]->fd, tw[ord[0]]->off, wtot, POSIX_FADV_DONTNEED); @@ -4198,7 +4227,9 @@ static int spec_decode(Model *m, int *all, int kv, int n_new, int eos, float *lo if(g<0) g=0; if(gsrc==1) g_gr_prop+=(uint64_t)g; int S=1+g; int batch[64]; batch[0]=next; memcpy(batch+1,draft,g*sizeof(int)); + double tf0=g_prof?now_s():0; float *lo=step_all(m,batch,S,kv); m->n_fw++; + if(g_prof) prof_lat(now_s()-tf0); int k=0; /* verifica: accetta finche' coincide */ if(g>0 && getenv("MTP_DEBUG")){ int veri=argmax_v(lo,V); fprintf(stderr,"[mtpdbg] draft0=%d verified=%d %s\n", draft[0], veri, draft[0]==veri?"HIT":"miss"); } @@ -4369,6 +4400,68 @@ static void profile_reset(Model *m){ m->t_aproj=m->t_acore=m->t_aout=0; } +/* PROF=1 report: forward-latency percentiles, expert I/O totals, phase shares + * of wall time, and a plain-language verdict naming the knob most likely to + * move tok/s on THIS machine with THIS config. `b` marks the window start + * (serve mode reports per turn; batch modes snapshot right after reset). */ +static int prof_cmp_d(const void *a,const void *b){ + double x=*(const double*)a, y=*(const double*)b; return (x>y)-(xc; if(elapsed<1e-9) elapsed=1e-9; + uint64_t nw=g_prof_nlat-b->nlat; if(nw>PROF_LAT_CAP) nw=PROF_LAT_CAP; /* ring keeps the tail */ + uint64_t nfw=m->n_fw-b->n_fw, nem=m->n_emit-b->n_emit; + if(nw){ + double *v=malloc((size_t)nw*sizeof(double)); + if(v){ + for(uint64_t i=0;i=32 && p99>3*p50) + fprintf(f,"[PROF] tail: p99 is %.1fx p50 — the slow forwards are cold-cache expert loads; " + "a warm-up turn or a pinned hot-store (PIN / AUTOPIN history) shrinks them\n",p99/p50); + free(v); + } + } + int64_t io=atomic_load_explicit(&g_prof_io,memory_order_relaxed)-b->io; + uint64_t dh=m->hits-b->hits, dm=m->miss-b->miss, dq=m->ereq-b->ereq; + double hitp=(dh+dm)?100.0*dh/(dh+dm):100.0; + double eb=(double)expert_bytes_probe(m,m->ebits); + int pinned=0,lru=0; + for(int i=0;i<=c->n_layers;i++){ if(m->npin)pinned+=m->npin[i]; if(m->ecn)lru+=m->ecn[i]; } + fprintf(f,"[PROF] expert I/O: %.3f GB fetched (%.1f MB/token, %.2f GB/s over the run%s) | " + "hit %.1f%% (%llu hit / %llu load) | %.1f loads/token\n", + io/1e9, tokens>0?io/1e6/tokens:0.0, io/1e9/elapsed, + g_mmap?"; COLI_MMAP=1: page cache may serve part":"", + hitp,(unsigned long long)dh,(unsigned long long)dm, tokens>0?(double)dq/tokens:0.0); + fprintf(f,"[PROF] resident experts: %d pinned (%.1f GB) + %d in LRU (%.1f GB, cap %d/layer)\n", + pinned,pinned*eb/1e9,lru,lru*eb/1e9,m->ecap); + double io_s=(m->t_edisk-b->edisk)+(m->t_ewait-b->ewait); + double emm=m->t_emm-b->emm, attn=m->t_attn-b->attn, head=m->t_head-b->head; + double other=elapsed-io_s-emm-attn-head; if(other<0) other=0; + double f_io=io_s/elapsed, f_emm=emm/elapsed, f_attn=attn/elapsed; + fprintf(f,"[PROF] time shares: expert-I/O %.0f%% | expert-matmul %.0f%% | attention %.0f%% | lm_head %.0f%% | other %.0f%%\n", + 100*f_io,100*f_emm,100*f_attn,100*head/elapsed,100*other/elapsed); + if(f_io>=0.30){ + fprintf(f,"[PROF] verdict: I/O-bound — %.0f%% of the time waits on expert reads (hit %.0f%%).",100*f_io,hitp); + if(hitp<90) fprintf(f," More cache is the lever: raise RAM_GB (or add RAM)."); + else fprintf(f," The cache is already warm — the routed working set streams from disk; a faster disk or a bigger pinned tier (PIN_GB) is the lever."); + if(!g_pipe) fprintf(f," Try PIPE=1 (overlap reads with matmul)."); + if(!g_direct) fprintf(f," On NVMe try DIRECT=1."); + fprintf(f,"\n"); + } else if(f_emm>=0.40){ + fprintf(f,"[PROF] verdict: compute-bound in expert matmuls (%.0f%%) — more cores/threads help; keep IDOT=1, or move hot experts to a GPU tier (COLI_CUDA / COLI_METAL).%s\n", + 100*f_emm, g_mmap?" Note: with COLI_MMAP=1 page-fault I/O is accounted inside matmul.":""); + } else if(f_attn>=0.35){ + fprintf(f,"[PROF] verdict: attention-bound (%.0f%%) — context length is the cost (DSA %s). A lower CTX helps if the workload allows.\n", + 100*f_attn, m->has_dsa?"on":"not available for this model"); + } else { + fprintf(f,"[PROF] verdict: balanced — no phase dominates (I/O %.0f%%, matmul %.0f%%, attention %.0f%%); this config is a reasonable fit for this machine.\n", + 100*f_io,100*f_emm,100*f_attn); + } +} + /* Fixed-token decode benchmark: prefill all but the prompt's last token, then * replay the oracle sequence one token at a time. CPU and CUDA therefore see * identical hidden-state inputs even if their argmax predictions differ. */ @@ -4378,14 +4471,18 @@ static void run_replay(Model *m, const int *full, int nfull, int np){ float *logit=step(m,full,np-1,0); free(logit); m->hits=m->miss=m->ereq=m->gpu_expert_calls=0; profile_reset(m); + ProfBase pb; prof_base(m,&pb); double t0=now_s(); int steps=0; for(int i=np-1;in_fw++; m->n_emit++; } } double dt=now_s()-t0, tot=m->hits+m->miss; printf("REPLAY decode: %d tokens in %.3fs | %.2f tok/s | expert hit %.1f%%\n", steps,dt,steps/dt,tot?100.0*m->hits/tot:0.0); profile_print(m,dt); + if(g_prof) prof_report(m,&pb,dt,steps,stdout); #ifdef COLI_CUDA if(m->gpu_expert_count) printf("CUDA expert tier: %d resident experts (%.2f GB) | %llu calls served from VRAM\n", m->gpu_expert_count,m->gpu_expert_bytes/1e9,(unsigned long long)m->gpu_expert_calls); @@ -4426,6 +4523,7 @@ static void run_text(Model *m, const char *snap, const char *prompt, int ngen){ m->n_emit=m->n_fw=0; g_last_repin=0; profile_reset(m); + ProfBase pb; prof_base(m,&pb); double t=now_s(); EmitStream es={&T,m,t,0,0}; grammar_reset(); @@ -4469,6 +4567,7 @@ static void run_text(Model *m, const char *snap, const char *prompt, int ngen){ if(g_cuda_enabled) cuda_stats_print(); #endif profile_print(m,dt); + if(g_prof) prof_report(m,&pb,dt,produced,stdout); if(g_pilot_real) printf("PILOT_REAL: %ld load cross-layer completati, %ld scartati (main gia' sul layer) | PILOT_K=%d\n", (long)atomic_load_explicit(&g_pilot_loads,memory_order_relaxed), (long)atomic_load_explicit(&g_pilot_drops,memory_order_relaxed), g_pilot_k); @@ -5004,6 +5103,7 @@ static void run_serve(Model *m, const char *snap){ if(len<1){ printf("\x01\x01" "END" "\x01\x01\n"); printf("STAT 0 0.00 0.0 %.2f\n", rss_gb()); fflush(stdout); continue; } int cur=ngen; if(len+cur+g_draft+2>=maxctx) cur=maxctx-len-g_draft-2; uint64_t h0=m->hits, ms0=m->miss; double tt0=now_s(); + ProfBase pb; if(g_prof) prof_base(m,&pb); float *logit=step(m,hist+len-1,1,len-1); EmitStream es={&T,m,now_s(),0,1}; int prod=0; @@ -5013,7 +5113,9 @@ static void run_serve(Model *m, const char *snap){ double dh=(double)(m->hits-h0), dm=(double)(m->miss-ms0); printf("\n\x01\x01" "END" "\x01\x01\n"); printf("STAT %d %.2f %.1f %.2f\n", prod, prod/tdt, (dh+dm)>0?100.0*dh/(dh+dm):0.0, rss_gb()); - fflush(stdout); kv_disk_append(m,hist,len); repin_pass(m); continue; } /* RFC: re-pin a caldo tra i turni / live re-pin between turns */ + fflush(stdout); + if(g_prof) prof_report(m,&pb,tdt,prod,stderr); /* per-turn window; stdout is the framed protocol */ + kv_disk_append(m,hist,len); repin_pass(m); continue; } /* RFC: re-pin a caldo tra i turni / live re-pin between turns */ if(nr<1){ printf("\x01\x01" "END" "\x01\x01\n"); printf("STAT 0 0.00 0.0 %.2f\n", rss_gb()); fflush(stdout); continue; } /* API mode: an exact, length-prefixed prompt. Unlike the interactive * line protocol this accepts newlines. The tokenized prompt is matched @@ -5081,6 +5183,7 @@ static void run_serve(Model *m, const char *snap){ uint64_t agh0=m->route_agree_hit, agt0=m->route_agree_tot; uint64_t kln0=m->route_kl_n; double kls0=m->route_kl_sum; double tt0=now_s(); + ProfBase pb; if(g_prof) prof_base(m,&pb); float *logit; if(k>0){ logit=step(m,hist+len,k,len); len+=k; } else logit=step(m,hist+len-1,1,len-1); /* prompt identico/prefisso: rigenera i logits */ @@ -5107,6 +5210,7 @@ static void run_serve(Model *m, const char *snap){ agree_pct,kl_mean); printf("\n"); fflush(stdout); + if(g_prof) prof_report(m,&pb,tdt,prod,stderr); /* per-turn window; stdout is the framed protocol */ free(raw); g_temp=base_temp; g_nuc=base_nuc; usage_save(m); /* la cache che impara: storia aggiornata a ogni turno */ kv_disk_append(m,hist,len); /* KV su disco: il prossimo avvio riparte da qui */ @@ -5167,10 +5271,10 @@ static void ehit_mark(Model *m, int layer, int eid){ } /* HWINFO: hardware snapshot for the web dashboard — emitted once at READY. */ -static void hwinfo_emit(Model *m){ - Cfg *c=&m->c; (void)c; /* silence -Wunused on builds without /proc (#148 report) */ - /* CPU */ - char cpu[256]=""; +/* CPU model + cores + RAM (GB); empty/zero where unavailable. + * Shared by the dashboard HWINFO line and the PROF=1 header. */ +static void hw_probe(char *cpu, size_t cn, int *cores, double *ram_total, double *ram_avail){ + cpu[0]=0; #ifdef _WIN32 /* niente /proc su Windows: brand string via CPUID (0x80000002..4), zero * dipendenze extra. La dashboard mostrava "0 GB RAM / 0 cores" perche' @@ -5180,7 +5284,7 @@ static void hwinfo_emit(Model *m){ for(unsigned int f=0x80000002u; f<=0x80000004u; f++,w+=4) __get_cpuid(f,&w[0],&w[1],&w[2],&w[3]); char *b=(char*)r; b[47]=0; while(*b==' ')b++; - snprintf(cpu,sizeof(cpu),"%s",b); } + snprintf(cpu,cn,"%s",b); } #endif #else FILE *ci=fopen("/proc/cpuinfo","r"); @@ -5188,27 +5292,32 @@ static void hwinfo_emit(Model *m){ while(fgets(ln,sizeof(ln),ci)) if(!strncmp(ln,"model name",10)){ char *p=strchr(ln,':'); if(p){ p++; while(*p==' ')p++; int n=(int)strlen(p); if(n>0&&p[n-1]=='\n')p[--n]=0; - snprintf(cpu,sizeof(cpu),"%s",p); } break; } + snprintf(cpu,cn,"%s",p); } break; } fclose(ci); } #endif - int cores=0; + *cores=0; #ifdef _WIN32 - { SYSTEM_INFO si; GetSystemInfo(&si); cores=(int)si.dwNumberOfProcessors; } + { SYSTEM_INFO si; GetSystemInfo(&si); *cores=(int)si.dwNumberOfProcessors; } #elif defined(_SC_NPROCESSORS_ONLN) - cores=(int)sysconf(_SC_NPROCESSORS_ONLN); + *cores=(int)sysconf(_SC_NPROCESSORS_ONLN); #endif - /* RAM */ - double ram_total=0,ram_avail=0; + *ram_total=*ram_avail=0; #ifdef _WIN32 - compat_meminfo(&ram_total,&ram_avail); /* GlobalMemoryStatusEx, gia' in compat.h */ + compat_meminfo(ram_total,ram_avail); /* GlobalMemoryStatusEx, gia' in compat.h */ #else FILE *mi=fopen("/proc/meminfo","r"); if(mi){ char ln[256]; double mt=0,ma=0; while(fgets(ln,sizeof(ln),mi)){ - if(sscanf(ln,"MemTotal: %lf",&mt)==1) ram_total=mt/1e6; - if(sscanf(ln,"MemAvailable: %lf",&ma)==1) ram_avail=ma/1e6; + if(sscanf(ln,"MemTotal: %lf",&mt)==1) *ram_total=mt/1e6; + if(sscanf(ln,"MemAvailable: %lf",&ma)==1) *ram_avail=ma/1e6; } fclose(mi); } #endif +} + +static void hwinfo_emit(Model *m){ + Cfg *c=&m->c; (void)c; /* silence -Wunused on builds without /proc (#148 report) */ + char cpu[256]; int cores; double ram_total,ram_avail; + hw_probe(cpu,sizeof(cpu),&cores,&ram_total,&ram_avail); /* GPU */ int ngpu=0; double vram_total=0; char gpu_name[128]=""; @@ -5711,6 +5820,34 @@ static const char *coli_user_prompt(void){ return p; } +/* PROF=1 startup header: one self-describing block so a saved log answers + * "what machine, what config" when comparing runs after changing RAM_GB, + * knobs, or moving to another host. */ +static void prof_config(Model *m, double ram_env, int est_ctx){ + Cfg *c=&m->c; + char cpu[256]; int cores; double rt,ra; + hw_probe(cpu,sizeof(cpu),&cores,&rt,&ra); + const char *backend="CPU"; +#ifdef COLI_CUDA + if(g_cuda_enabled) backend="CUDA"; +#endif +#ifdef COLI_METAL + if(g_metal_enabled) backend="Metal"; +#endif + int nsp=0; for(int i=0;in_layers;i++) if(m->L[i].sparse) nsp++; + int rows=nsp+(m->has_mtp?2:0); /* stessa convenzione di cap_for_ram (MTP int8 = 2x) */ + int pinned=0; for(int i=0;i<=c->n_layers;i++) if(m->npin) pinned+=m->npin[i]; + double eb=(double)expert_bytes_probe(m,m->ebits); + fprintf(stderr,"[PROF] machine: %s | %d cores (%d omp threads) | RAM %.1f GB total, %.1f GB available | backend %s\n", + cpu[0]?cpu:"unknown CPU",cores,omp_get_max_threads(),rt,ra,backend); + fprintf(stderr,"[PROF] config: RAM_GB=%s%.1f CTX=%d | expert cache cap %d/layer (up to %.1f GB) | pinned %d (%.1f GB) | " + "DRAFT=%d PIPE=%d DIRECT=%d MMAP=%d IDOT=%d DSA=%s PILOT=%d CACHE_ROUTE=%d\n", + ram_env<=0?"auto ":"",ram_env<=0?g_mem_avail_boot*0.88:ram_env,est_ctx, + m->ecap,(double)m->ecap*rows*eb/1e9,pinned,pinned*eb/1e9, + g_draft,g_pipe,g_direct,g_mmap,g_idot, + (m->has_dsa&&c->index_topk)?"on":"off",g_pilot,g_cache_route); +} + int main(int argc, char **argv){ /* ---- Permanent OpenMP hot-thread tuning. The per-expert matmul regions are * tiny and back-to-back; with the default passive wait policy libgomp parks @@ -6015,7 +6152,9 @@ int main(int argc, char **argv){ } /* SEMPRE: senza clamp la LRU cresce fino a cap*76 layer = decine di GB -> OOM-kill. * RAM_GB assente o <=0 = budget automatico da MemAvailable. */ - cap_for_ram(&m, ram_env, ebits, est_ctx); } + cap_for_ram(&m, ram_env, ebits, est_ctx); + g_prof = getenv("PROF")?atoi(getenv("PROF")):0; /* PROF=1: opt-in performance profile */ + if(g_prof) prof_config(&m, ram_env, est_ctx); } const char *stats=getenv("STATS"); /* STATS= -> istogramma uso expert a fine run */ /* modo scoring per benchmark: SCORE= -> log-likelihood per riga */ @@ -6092,6 +6231,7 @@ int main(int argc, char **argv){ return 0; } int *out=malloc((np+n_new)*sizeof(int)); + ProfBase pb; prof_base(&m,&pb); double t=now_s(); generate(&m,prompt,np,n_new,out); double dt=now_s()-t; int match=0; printf("\nReference (oracle): "); for(int i=np;i Date: Tue, 14 Jul 2026 23:18:03 +0000 Subject: [PATCH 07/70] PROF=1: per-request reports in mux serve mode too (the web-dashboard path) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit run_serve_mux (SERVE_BATCH, used by openai_server.py / coli web) completes requests in mux_done, so the run_serve per-turn hook never fired there. Snapshot the window where hits0 is taken, record batched-forward latency around step_decode_batch, report on stderr at DONE. With KV_SLOTS>1 the window shares batched forwards across slots — same convention as the existing STAT hit%. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_01TCBNCciBaHea41QmidLUMn --- c/glm.c | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/c/glm.c b/c/glm.c index 68f9267..872057e 100644 --- a/c/glm.c +++ b/c/glm.c @@ -4874,6 +4874,7 @@ typedef struct { float temp, top_p; double started; uint64_t hits0, miss0; + ProfBase pb; /* PROF=1: window start (same convention as hits0) */ } ServeReq; static void mux_data(Tok *T, unsigned long long id, int token){ @@ -4894,6 +4895,10 @@ static void mux_done(Model *m, ServeCtx *sc, ServeReq *r){ r->emitted/dt,(dh+dm)>0?100.0*dh/(dh+dm):0.0,rss_gb(), r->prompt_tokens,r->length_limited); fflush(stdout); kv_bind(m,&sc->kv); kv_disk_append(m,sc->hist,sc->len); + /* PROF window = this request's lifetime; with KV_SLOTS>1 concurrent slots + * share the batched forwards, so the shares describe the engine, not the + * single request (same convention as the STAT hit%% above). */ + if(g_prof) prof_report(m,&r->pb,dt,r->emitted,stderr); r->active=0; } @@ -4956,6 +4961,7 @@ static int mux_submit(Model *m, Tok *T, ServeCtx *ctx, ServeReq *req, int nctx, ServeReq *r=&req[sub.slot]; memset(r,0,sizeof(*r)); r->id=sub.id; r->maximum=sub.max_tokens; r->temp=sub.temperature; r->top_p=sub.top_p; r->prompt_tokens=nt; r->started=now_s(); r->hits0=m->hits; r->miss0=m->miss; + if(g_prof) prof_base(m,&r->pb); int room=maxctx-sc->len-1; if(r->maximum>room){r->maximum=room; r->length_limited=1;} g_temp=r->temp; g_nuc=r->top_p; int next=pick_tok(logit,m->c.vocab,-1); free(logit); @@ -5032,8 +5038,10 @@ static void run_serve_mux(Model *m, const char *snap){ for(int i=0;in_fw++; + if(g_prof) prof_lat(now_s()-tf0); for(int s=0;slen++; g_temp=r->temp; g_nuc=r->top_p; From 6afffbcbf2440ea9a238d8263dc2c60a1db42a3b Mon Sep 17 00:00:00 2001 From: Claude Date: Tue, 14 Jul 2026 23:48:54 +0000 Subject: [PATCH 08/70] Profiling page: per-turn phase timings, live in the web dashboard MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The engine already tracks where each turn's wall time goes (expert-disk service, I/O wait, expert matmul, attention, lm_head) — it just only spoke at exit or under PROF=1. Stream it instead: - glm.c: mux serve emits a per-turn "PROF" protocol line next to TIERS/HITS (window deltas per request, same convention as the STAT hit%); the phase window base is now always captured (a few loads per request). - openai_server.py: parses PROF into a 120-turn rolling window and serves it at /profile (read-only, same trust level as /health). - web: new Profiling tab — stat tiles (tok/s, wall, tokens/forward, disk service), wall-time composition bars for the last turn and the window, per-turn throughput and stacked phase columns with hover readouts, and a table of recent turns. Disk service is shown apart from the stack: it overlaps with compute, so only the I/O wait the compute thread felt counts inside wall time. Phase colours are a CVD-validated set with gaps + legend + table so identity never rides on colour alone. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_01WhTmF8yvEBgSkUKSVfZF7P --- README.md | 5 +- c/glm.c | 15 +++- c/openai_server.py | 23 +++++ c/tests/test_openai_server.py | 33 +++++++ web/README.md | 7 +- web/src/App.tsx | 7 +- web/src/Profiling.tsx | 165 ++++++++++++++++++++++++++++++++++ web/src/index.css | 36 ++++++++ web/src/lib/api.test.ts | 15 +++- web/src/lib/api.ts | 23 +++++ 10 files changed, 321 insertions(+), 8 deletions(-) create mode 100644 web/src/Profiling.tsx diff --git a/README.md b/README.md index 2e22048..3561d81 100644 --- a/README.md +++ b/README.md @@ -540,9 +540,10 @@ What you get: - **Chat** with live metrics: a flashing token counter while generating, then tok/s, time-to-first-token, prompt→completion counts and queue wait; - **Runtime panel**: your hardware (CPU, GPUs + VRAM, RAM, cores), the scheduler, and the live expert-tier bar — how many of the 19,456 experts sit in VRAM / RAM / disk right now; -- **Brain**: the whole model as a 76×256 cortex, one cell per expert. Colour = tier, brightness = routing heat, and the experts routed in each turn flash white and decay — you watch the model think. Hover any cell for its tier, heat and [measured topic affinity](https://github.com/JustVugg/colibri/issues/175) (specialists for code, Chinese, math, law… live in layers 11–22). +- **Brain**: the whole model as a 76×256 cortex, one cell per expert. Colour = tier, brightness = routing heat, and the experts routed in each turn flash white and decay — you watch the model think. Hover any cell for its tier, heat and [measured topic affinity](https://github.com/JustVugg/colibri/issues/175) (specialists for code, Chinese, math, law… live in layers 11–22); +- **Profiling**: where each turn's wall time went — I/O wait vs expert matmul vs attention vs LM head — as stacked per-turn bars, plus throughput history, tokens-per-forward batching, and a table of the recent turns. The same phase timers behind the `PROFILE` line, streamed live. -The dashboard talks to the engine over two tiny protocol lines (`TIERS`, `EMAP`/`HITS`) and plain JSON endpoints — nothing heavier than the engine itself. +The dashboard talks to the engine over a few tiny protocol lines (`TIERS`, `EMAP`/`HITS`, `PROF`) and plain JSON endpoints — nothing heavier than the engine itself. ## Got a better machine? Try it — here's what to expect diff --git a/c/glm.c b/c/glm.c index 872057e..5412cce 100644 --- a/c/glm.c +++ b/c/glm.c @@ -4874,7 +4874,8 @@ typedef struct { float temp, top_p; double started; uint64_t hits0, miss0; - ProfBase pb; /* PROF=1: window start (same convention as hits0) */ + ProfBase pb; /* phase-time window start (same convention as hits0): + feeds the PROF protocol line and the PROF=1 report */ } ServeReq; static void mux_data(Tok *T, unsigned long long id, int token){ @@ -4891,6 +4892,16 @@ static void mux_done(Model *m, ServeCtx *sc, ServeReq *r){ tiers_emit(m); emap_emit(m); hits_emit(m); + /* PROF: per-turn phase timings for the dashboard profiling page — + * "PROF ". + * With KV_SLOTS>1 concurrent slots share the batched forwards, so the shares + * describe the whole engine over the window, not the single request (same + * convention as the STAT hit% below). */ + printf("PROF %.3f %d %d %.3f %.3f %.3f %.3f %.3f %llu\n",dt, + r->prompt_tokens,r->emitted, + m->t_edisk-r->pb.edisk,m->t_ewait-r->pb.ewait,m->t_emm-r->pb.emm, + m->t_attn-r->pb.attn,m->t_head-r->pb.head, + (unsigned long long)(m->n_fw-r->pb.n_fw)); printf("DONE %llu STAT %d %.2f %.1f %.2f %d %d\n",r->id,r->emitted, r->emitted/dt,(dh+dm)>0?100.0*dh/(dh+dm):0.0,rss_gb(), r->prompt_tokens,r->length_limited); @@ -4961,7 +4972,7 @@ static int mux_submit(Model *m, Tok *T, ServeCtx *ctx, ServeReq *req, int nctx, ServeReq *r=&req[sub.slot]; memset(r,0,sizeof(*r)); r->id=sub.id; r->maximum=sub.max_tokens; r->temp=sub.temperature; r->top_p=sub.top_p; r->prompt_tokens=nt; r->started=now_s(); r->hits0=m->hits; r->miss0=m->miss; - if(g_prof) prof_base(m,&r->pb); + prof_base(m,&r->pb); /* a few loads: cheap enough to always track */ int room=maxctx-sc->len-1; if(r->maximum>room){r->maximum=room; r->length_limited=1;} g_temp=r->temp; g_nuc=r->top_p; int next=pick_tok(logit,m->c.vocab,-1); free(logit); diff --git a/c/openai_server.py b/c/openai_server.py index ba19e43..d55fbc8 100644 --- a/c/openai_server.py +++ b/c/openai_server.py @@ -27,6 +27,7 @@ HERE = Path(__file__).resolve().parent END = b"\x01\x01END\x01\x01\n" READY = b"\x01\x01READY\x01\x01\n" MAX_BODY = 4 << 20 +PROFILE_TURNS = 120 # rolling window of per-turn PROF snapshots kept for /profile DEFAULT_CORS_ORIGINS = ( "http://127.0.0.1:8000", "http://localhost:8000", @@ -473,6 +474,8 @@ class Engine: self.emap = None self.hits = None self.hits_seq = 0 # latest "TIERS" snapshot from the engine + self.profile = collections.deque(maxlen=PROFILE_TURNS) # per-turn phase timings + self.profile_seq = 0 read_engine_turn(self.process.stdout, READY, lambda _: None) self.dispatcher = threading.Thread(target=self._dispatch_stdout, name="colibri-stdout", daemon=True) @@ -550,6 +553,20 @@ class Engine: elif kind == "HITS" and len(fields) == 4: self.hits = fields[3] self.hits_seq += 1 + elif kind == "PROF" and len(fields) >= 10: + # per-turn phase timings: where the engine spent this turn's wall time + self.profile.append({ + "wall_s": float(fields[1]), + "prompt_tokens": int(fields[2]), + "completion_tokens": int(fields[3]), + "expert_disk_s": float(fields[4]), + "expert_wait_s": float(fields[5]), + "expert_matmul_s": float(fields[6]), + "attention_s": float(fields[7]), + "lm_head_s": float(fields[8]), + "forwards": int(fields[9]), + }) + self.profile_seq += 1 elif kind == "TIERS" and len(fields) >= 6: self.tiers = {"vram": int(fields[1]), "ram": int(fields[2]), "disk": int(fields[3]), "vram_gb": float(fields[4]), @@ -782,6 +799,12 @@ class APIHandler(BaseHTTPRequestHandler): payload["seq"] = eng.hits_seq self.send_json(200, payload, request_id) return + if path == "/profile": + eng = self.server.engine + payload = {"seq": getattr(eng, "profile_seq", 0) if eng else 0, + "turns": list(getattr(eng, "profile", ()) or ()) if eng else []} + self.send_json(200, payload, request_id) + return if self.serve_static(path): return self.require_auth() diff --git a/c/tests/test_openai_server.py b/c/tests/test_openai_server.py index f8aec86..4cda9ef 100644 --- a/c/tests/test_openai_server.py +++ b/c/tests/test_openai_server.py @@ -380,6 +380,25 @@ class DispatcherTest(unittest.TestCase): engine.close() self.assertEqual(chunks, ["é"]) + def test_records_profile_snapshots_from_prof_lines(self): + def respond(process, frame): + request_id = frame.split()[1] + process.stdout.feed(b"DATA " + request_id + b" 2\nok\n") + process.stdout.feed(b"PROF 2.500 7 12 0.400 0.100 0.900 0.600 0.200 15\n") + process.stdout.feed(b"DONE " + request_id + b" STAT 12 4.8 0 1.0 7 0\n") + + process = FakeProcess(respond) + with patch("openai_server.subprocess.Popen", return_value=process): + engine = Engine("glm", "model") + engine.generate("hello", 16, 0.7, 0.9, lambda _: None) + engine.close() + self.assertEqual(engine.profile_seq, 1) + self.assertEqual(list(engine.profile), [{ + "wall_s": 2.5, "prompt_tokens": 7, "completion_tokens": 12, + "expert_disk_s": 0.4, "expert_wait_s": 0.1, "expert_matmul_s": 0.9, + "attention_s": 0.6, "lm_head_s": 0.2, "forwards": 15, + }]) + def test_cancels_generation_after_consumer_disconnects(self): request_id = None @@ -443,6 +462,20 @@ class HTTPTest(unittest.TestCase): self.assertIn("queued", scheduler) self.assertEqual(health["kv_slots"], 2) + def test_profile_reports_recent_turns_without_auth(self): + with urlopen(self.base + "/profile", timeout=2) as response: + self.assertEqual(json.load(response), {"seq": 0, "turns": []}) + turn = {"wall_s": 2.5, "prompt_tokens": 7, "completion_tokens": 12, + "expert_disk_s": 0.4, "expert_wait_s": 0.1, "expert_matmul_s": 0.9, + "attention_s": 0.6, "lm_head_s": 0.2, "forwards": 15} + self.engine.profile = [turn] + self.engine.profile_seq = 1 + try: + with urlopen(self.base + "/profile", timeout=2) as response: + self.assertEqual(json.load(response), {"seq": 1, "turns": [turn]}) + finally: + del self.engine.profile, self.engine.profile_seq + def test_browser_preflight(self): request = Request(self.base + "/v1/chat/completions", method="OPTIONS", headers={ "Origin": "http://localhost:5173", diff --git a/web/README.md b/web/README.md index c867d01..fe502ae 100644 --- a/web/README.md +++ b/web/README.md @@ -17,9 +17,14 @@ npm test npm run build ``` +Besides Chat and Brain, the **Profiling** tab charts where the engine spent +each turn's wall time (I/O wait, expert matmul, attention, LM head) from the +server's `/profile` endpoint — a rolling window of per-turn `PROF` snapshots +emitted by the engine. + The test suite stays browser-light: API requests use a mocked `fetch`, while runtime capability and storage behavior are covered through pure helpers. It -checks that `/health` is resolved next to (not below) the OpenAI `/v1` prefix, +checks that `/health` and `/profile` are resolved next to (not below) the OpenAI `/v1` prefix, supports both boolean and numeric `scheduler.active` responses, and sends the colibrì-specific `cache_slot` field only when KV-slot support was advertised. diff --git a/web/src/App.tsx b/web/src/App.tsx index d4e0e41..a33cc88 100644 --- a/web/src/App.tsx +++ b/web/src/App.tsx @@ -31,6 +31,7 @@ import { Textarea } from "@/components/ui/textarea" import { getHealth, listModels, streamChat, type ChatMessage, type HealthResponse, type StreamChatResult } from "@/lib/api" import { activeRequests, supportsCacheSlots } from "@/lib/runtime" import { Brain } from "./Brain" +import { Profiling } from "./Profiling" import { persistPublicSettings, stored } from "@/lib/storage" import { cn } from "@/lib/utils" @@ -73,7 +74,7 @@ export default function App() { const [totalTokens, setTotalTokens] = useState({ prompt: 0, completion: 0 }) const [connecting, setConnecting] = useState(false) const [connected, setConnected] = useState(false) - const [view, setView] = useState<"chat" | "brain">("chat") + const [view, setView] = useState<"chat" | "brain" | "profiling">("chat") const [error, setError] = useState("") const autoConnected = useRef(false) const abortRef = useRef(null) @@ -314,6 +315,7 @@ export default function App() {
+
{loading && tokenCount > 0 ? {tokenCount} tokens : null} @@ -326,7 +328,8 @@ export default function App() {
- {view === "brain" ? : <> + {view === "brain" ? + : view === "profiling" ? : <>
{!messages.length ? ( diff --git a/web/src/Profiling.tsx b/web/src/Profiling.tsx new file mode 100644 index 0000000..9fdaebb --- /dev/null +++ b/web/src/Profiling.tsx @@ -0,0 +1,165 @@ +import { useEffect, useState } from "react" +import { Activity, Gauge, HardDrive, Timer } from "lucide-react" + +import { getProfile, type ProfileTurn } from "@/lib/api" + +/* Wall-time phases stacked per turn. The order is the palette's CVD-safe slot + * order (validated as a set on this surface) — identity never leans on colour + * alone: segments keep 2px gaps, the legend is always shown and the table + * carries the exact numbers. Disk *service* time is reported separately: it + * runs on I/O threads overlapped with compute, so only the stall the compute + * thread actually felt (I/O wait) belongs inside the wall-time stack. */ +const PHASES = [ + { key: "expert_wait_s", name: "I/O wait", color: "#3987e5" }, + { key: "expert_matmul_s", name: "Expert matmul", color: "#199e70" }, + { key: "attention_s", name: "Attention", color: "#c98500" }, + { key: "lm_head_s", name: "LM head", color: "#008300" }, + { key: "other_s", name: "Other", color: "#9085e9" }, +] as const + +interface Turn extends ProfileTurn { other_s: number; toks: number } + +const derive = (turn: ProfileTurn): Turn => ({ + ...turn, + other_s: Math.max(0, turn.wall_s - turn.expert_wait_s - turn.expert_matmul_s - turn.attention_s - turn.lm_head_s), + toks: turn.wall_s > 0 ? turn.completion_tokens / turn.wall_s : 0, +}) + +const seconds = (value: number) => (value >= 10 ? value.toFixed(1) : value.toFixed(2)) + "s" + +function ShareBar({ label, turns }: { label: string; turns: Turn[] }) { + const total = turns.reduce((sum, turn) => sum + turn.wall_s, 0) + const parts = PHASES.map((phase) => ({ ...phase, value: turns.reduce((sum, turn) => sum + turn[phase.key], 0) })) + return ( +
+
{label}{seconds(total)}
+
`${part.name} ${seconds(part.value)}`).join(", ")}> + {parts.map((part) => { + const share = total > 0 ? part.value / total : 0 + return share > 0.001 ? ( + + {share >= 0.09 ? `${Math.round(100 * share)}%` : ""} + + ) : null + })} +
+
+ ) +} + +/* Column chart over the recent turns; oldest on the left. Stacked mode draws the + * wall-time composition, plain mode a single series (no legend — the title names it). */ +function TurnColumns({ turns, stacked, height, format }: { turns: Turn[]; stacked: boolean; height: number; format: (turn: Turn) => string }) { + const [hover, setHover] = useState(null) + const peak = Math.max(...turns.map((turn) => (stacked ? turn.wall_s : turn.toks)), 1e-9) + const gap = 2 + const width = Math.max(1, (100 - gap * (turns.length - 1)) / turns.length) + return ( +
setHover(null)}> + +
+ {turns.length > 1 ? `${turns.length} turns · oldest → newest` : "1 turn"} + {hover !== null && turns[hover] ? format(turns[hover]) : `peak ${stacked ? seconds(peak) : peak.toFixed(1) + " tok/s"}`} +
+
+ ) +} + +export function Profiling({ baseUrl, apiKey, connected }: { baseUrl: string; apiKey: string; connected: boolean }) { + const [turns, setTurns] = useState([]) + + useEffect(() => { + if (!connected) return + let disposed = false + const poll = async () => { + if (document.visibilityState === "hidden") return + try { + const result = await getProfile(baseUrl, apiKey) + if (!disposed) setTurns(result.turns.map(derive)) + } catch { /* engine busy or restarting — keep the last snapshot */ } + } + void poll() + const timer = window.setInterval(() => void poll(), 2000) + return () => { disposed = true; window.clearInterval(timer) } + }, [baseUrl, apiKey, connected]) + + const latest = turns[turns.length - 1] + const recent = turns.slice(-40) + const diskService = turns.reduce((sum, turn) => sum + turn.expert_disk_s, 0) + + return ( +
+
+
Profiling — where the engine spends each turn
+
+ {PHASES.map((phase) => {phase.name})} +
+
+ + {!latest ? ( +

{connected ? "No profiled turns yet — send a chat message and the breakdown appears here." : "Connect to the engine to collect per-turn timings."}

+ ) : ( + <> +
+
Last turn{latest.toks.toFixed(1)}tok/s
+
Wall time{seconds(latest.wall_s)}{latest.prompt_tokens} → {latest.completion_tokens} tokens
+
Batching{latest.forwards > 0 ? (latest.completion_tokens / latest.forwards).toFixed(2) : "—"}tokens / forward
+
Disk service{seconds(latest.expert_disk_s)}overlapped with compute
+
+ +
+ + {turns.length > 1 ? : null} +
+ +
+
+
Throughput per turn (tok/s)
+ `${turn.toks.toFixed(1)} tok/s · ${turn.completion_tokens} tokens`} /> +
+
+
Turn wall time by phase (s)
+ `${seconds(turn.wall_s)} · ${PHASES.map((phase) => `${phase.name} ${seconds(turn[phase.key])}`).join(" · ")}`} /> +
+
+ +
+ + {PHASES.map((phase) => )} + + {recent.slice().reverse().map((turn, index) => ( + + + + + + {PHASES.map((phase) => )} + + + ))} + +
TurnTokenstok/sWall{phase.name}Disk service
{turns.length - index}{turn.prompt_tokens} → {turn.completion_tokens}{turn.toks.toFixed(1)}{seconds(turn.wall_s)}{seconds(turn[phase.key])}{seconds(turn.expert_disk_s)}
+ {diskService > 0 ?

Disk service is time spent reading experts on I/O threads; it overlaps with compute, so only the I/O wait the compute thread felt counts inside the wall-time stack. With multiple KV sessions the shares describe the whole engine over the turn's window.

: null} +
+ + )} +
+ ) +} diff --git a/web/src/index.css b/web/src/index.css index b428805..8d777f4 100644 --- a/web/src/index.css +++ b/web/src/index.css @@ -151,3 +151,39 @@ button:focus-visible, input:focus-visible, textarea:focus-visible, select:focus- .brain-tip-spec { color: var(--primary); font-weight: 700; } .brain-tip-spec small, .brain-tip-aff { color: #8b9aa3; font-weight: 400; } .brain-tip-aff { font-size: 10px; } + +/* ---- Profiling page ---- */ +.prof-page { flex: 1; display: flex; flex-direction: column; gap: 16px; padding: 18px 22px; overflow: auto; } +.prof-head { display: flex; flex-wrap: wrap; align-items: center; justify-content: space-between; gap: 10px; } +.prof-legend { display: flex; flex-wrap: wrap; gap: 12px; font-size: 11px; color: #a5b0b4; align-items: center; } +.prof-legend i { width: 9px; height: 9px; border-radius: 2px; display: inline-block; margin-right: 5px; vertical-align: -1px; } +.prof-tiles { display: grid; grid-template-columns: repeat(4, 1fr); gap: 10px; } +.prof-tiles > div { display: grid; gap: 4px; padding: 12px 14px; border: 1px solid var(--border); border-radius: 11px; background: var(--card); } +.prof-tiles span { display: flex; align-items: center; gap: 5px; color: #7f8d92; font-size: 9px; font-weight: 700; letter-spacing: .08em; text-transform: uppercase; } +.prof-tiles strong { font: 600 22px ui-monospace, SFMono-Regular, monospace; font-variant-numeric: tabular-nums; } +.prof-tiles small { color: var(--muted-foreground); font-size: 10px; } +.prof-shares { display: grid; gap: 10px; padding: 14px; border: 1px solid var(--border); border-radius: 11px; background: var(--card); } +.prof-share { display: grid; gap: 6px; } +.prof-share-head { display: flex; justify-content: space-between; color: #a5b0b4; font-size: 11px; font-weight: 600; } +.prof-share-head code { color: var(--foreground); font-size: 11px; font-variant-numeric: tabular-nums; } +.prof-share-bar { display: flex; gap: 2px; height: 22px; border-radius: 6px; overflow: hidden; } +.prof-share-bar span { display: grid; place-items: center; min-width: 0; overflow: hidden; color: #06090b; font-size: 10px; font-weight: 700; font-variant-numeric: tabular-nums; transition: width .5s ease; } +.prof-charts { display: grid; grid-template-columns: 1fr 1fr; gap: 10px; } +.prof-chart { display: grid; gap: 8px; padding: 12px 14px; border: 1px solid var(--border); border-radius: 11px; background: var(--card); } +.prof-chart-title { color: #a5b0b4; font-size: 11px; font-weight: 600; } +.prof-plot svg { display: block; width: 100%; height: 120px; } +.prof-grid { stroke: var(--border); stroke-width: .3; } +.prof-plot-foot { display: flex; justify-content: space-between; gap: 8px; margin-top: 6px; color: #7f8d92; font-size: 10px; } +.prof-plot-foot code { color: var(--foreground); font-variant-numeric: tabular-nums; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; } +.prof-table-wrap { overflow-x: auto; border: 1px solid var(--border); border-radius: 11px; background: var(--card); } +.prof-table { width: 100%; border-collapse: collapse; font-size: 11px; font-variant-numeric: tabular-nums; } +.prof-table th { padding: 9px 12px; border-bottom: 1px solid var(--border); color: #7f8d92; font-size: 9px; font-weight: 700; letter-spacing: .07em; text-transform: uppercase; text-align: left; white-space: nowrap; } +.prof-table th i { width: 8px; height: 8px; border-radius: 2px; display: inline-block; margin-right: 5px; vertical-align: -1px; } +.prof-table td { padding: 7px 12px; border-bottom: 1px solid var(--border); color: #c3ccd0; white-space: nowrap; } +.prof-table tbody tr:last-child td { border-bottom: 0; } +.prof-note { margin: 0; padding: 10px 12px; color: var(--muted-foreground); font-size: 10px; line-height: 1.5; border-top: 1px solid var(--border); } +@media (max-width: 900px) { + .prof-page { padding: 10px; } + .prof-tiles { grid-template-columns: 1fr 1fr; } + .prof-charts { grid-template-columns: 1fr; } +} diff --git a/web/src/lib/api.test.ts b/web/src/lib/api.test.ts index 29e7ede..9239828 100644 --- a/web/src/lib/api.test.ts +++ b/web/src/lib/api.test.ts @@ -1,6 +1,6 @@ import { afterEach, describe, expect, it, vi } from "vitest" -import { extractSSE, getHealth, serverEndpoint, streamChat } from "./api" +import { extractSSE, getHealth, getProfile, serverEndpoint, streamChat } from "./api" afterEach(() => vi.unstubAllGlobals()) @@ -36,6 +36,19 @@ describe("runtime API", () => { headers: expect.objectContaining({ Authorization: "Bearer secret" }), })) }) + + it("requests the profiling history next to the OpenAI v1 prefix", async () => { + const turn = { + wall_s: 2.5, prompt_tokens: 7, completion_tokens: 12, + expert_disk_s: 0.4, expert_wait_s: 0.1, expert_matmul_s: 0.9, + attention_s: 0.6, lm_head_s: 0.2, forwards: 15, + } + const fetchMock = vi.fn().mockResolvedValue(new Response(JSON.stringify({ seq: 1, turns: [turn] }))) + vi.stubGlobal("fetch", fetchMock) + + await expect(getProfile("http://localhost:8000/v1/")).resolves.toEqual({ seq: 1, turns: [turn] }) + expect(fetchMock).toHaveBeenCalledWith("http://localhost:8000/profile", expect.anything()) + }) }) describe("chat request extensions", () => { diff --git a/web/src/lib/api.ts b/web/src/lib/api.ts index 195f138..11bb9c5 100644 --- a/web/src/lib/api.ts +++ b/web/src/lib/api.ts @@ -49,6 +49,23 @@ export interface HealthResponse { hwinfo?: HwinfoHealth } +export interface ProfileTurn { + wall_s: number + prompt_tokens: number + completion_tokens: number + expert_disk_s: number + expert_wait_s: number + expert_matmul_s: number + attention_s: number + lm_head_s: number + forwards: number +} + +export interface ProfileResponse { + seq: number + turns: ProfileTurn[] +} + export interface TokenUsage { prompt_tokens: number completion_tokens: number @@ -100,6 +117,12 @@ export async function getHealth(baseUrl: string, apiKey = "", signal?: AbortSign return (await response.json()) as HealthResponse } +export async function getProfile(baseUrl: string, apiKey = "", signal?: AbortSignal): Promise { + const response = await fetch(serverEndpoint(baseUrl, "profile"), { headers: headers(apiKey), signal }) + if (!response.ok) throw new Error(await responseError(response)) + return (await response.json()) as ProfileResponse +} + export function extractSSE(buffer: string) { const frames = buffer.split(/\r?\n\r?\n/) const rest = frames.pop() || "" From 36394bc3176671cc87cf0280ca6502ff30587be0 Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 15 Jul 2026 01:17:52 +0000 Subject: [PATCH 09/70] Profiling: fix the phase accounting so 'Other' stops swallowing the disk stall MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The dashboard's wall-time stack assumed ewait = felt I/O stall and edisk = overlapped read service, but the engine measured neither: t_ewait was declared and reported yet never incremented (the blue 'I/O wait' segment always read 0.00s), while t_edisk accumulated on the COMPUTE thread — blocking OMP loads, PIPE dispatch, pipe_wait spins — i.e. exactly the felt stall. The UI excluded it from the stack as 'overlapped', so the whole disk stall landed in 'Other' (e.g. 46.9s Other vs 45.3s disk on a 54.1s turn). Now the semantics match the contract: - t_ewait accumulates the compute-thread stall (blocking loads, PIPE dispatch, pipe_wait spins) and feeds the in-stack I/O wait. - Disk service is real: expert_load is timed on whichever thread runs the read (PIPE workers, OMP loaders, pilot) into an atomic ns counter (g_edisk_ns) — thread-seconds, overlapped with compute. - prof_report's I/O share and verdict use the felt wait only, and the expert I/O line prints 'read service / felt wait' so the wait:service gap shows how well PIPE is hiding the reads. PROF wire format, /profile JSON and the web UI are unchanged — the dashboard's existing assumptions are simply true now. Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_01Dd4hHD2Dsvgr7VAwEVFqWK --- c/glm.c | 62 +++++++++++++++++++++++++++++++++++++++------------------ 1 file changed, 43 insertions(+), 19 deletions(-) diff --git a/c/glm.c b/c/glm.c index 5412cce..8f67b05 100644 --- a/c/glm.c +++ b/c/glm.c @@ -195,7 +195,9 @@ typedef struct { uint64_t route_slots, route_swaps; /* CACHE_ROUTE: slots chosen / substituted vs true top-K */ uint64_t route_agree_hit, route_agree_tot; /* ROUTE_AGREE: |chosen ∩ true top-K| / K */ double route_kl_sum; uint64_t route_kl_n; /* mean KL(true||chosen) on gate mass */ - double t_edisk, t_ewait, t_emm, t_attn, t_kvb, t_head;/* profiling: dove va il tempo */ + double t_ewait, t_emm, t_attn, t_kvb, t_head;/* profiling: dove va il tempo (wall del + * thread di compute; il servizio disco + * overlappato vive in g_edisk_ns) */ double t_aproj,t_acore,t_aout; /* attention breakdown */ int64_t resident_bytes; /* DISK_SPLIT=1: split dei DISK LOAD (miss LRU -> expert_load) per contesto e per tipo @@ -285,6 +287,14 @@ static double rss_gb(void){ struct rusage r; getrusage(RUSAGE_SELF,&r); * every mode stays byte-identical. */ static int g_prof=0; static _Atomic int64_t g_prof_io; /* bytes pread()/faulted from expert files */ +/* Disk service: wall time inside expert_load on whichever thread runs the read + * (PIPE I/O workers, OMP loaders, the speculative pilot). It overlaps compute, + * so it is NOT a wall-time phase — the stall the compute thread actually felt + * is m->t_ewait. Thread-seconds, so it can exceed wall time under parallel + * reads; wait << service means overlap/parallelism is hiding the reads, + * wait ~ service means the loads block the compute thread. */ +static _Atomic int64_t g_edisk_ns; +static double edisk_s(void){ return atomic_load_explicit(&g_edisk_ns,memory_order_relaxed)*1e-9; } #define PROF_LAT_CAP 32768 static double g_prof_lat[PROF_LAT_CAP]; /* per-forward decode wall clock (ring) */ static uint64_t g_prof_nlat; /* forwards recorded (monotonic) */ @@ -295,7 +305,7 @@ typedef struct { int64_t io; uint64_t hits,miss,ereq,n_fw,n_emit,nlat; } ProfBase; static void prof_base(Model *m, ProfBase *b){ - b->edisk=m->t_edisk; b->ewait=m->t_ewait; b->emm=m->t_emm; + b->edisk=edisk_s(); b->ewait=m->t_ewait; b->emm=m->t_emm; b->attn=m->t_attn; b->head=m->t_head; b->io=atomic_load_explicit(&g_prof_io,memory_order_relaxed); b->hits=m->hits; b->miss=m->miss; b->ereq=m->ereq; @@ -1663,7 +1673,7 @@ static int pread_full(int fd, void *buf, int64_t n, int64_t off, const char *tag } return 0; } -static int expert_load(Model *m, int layer, int eid, ESlot *s, int fatal){ +static int expert_load_impl(Model *m, int layer, int eid, ESlot *s, int fatal){ #ifdef COLI_CUDA /* A live REPIN may reuse a GPU-enabled pinned slot for a different expert. * Keep its tier assignment, but invalidate the old device weights. */ @@ -1842,6 +1852,14 @@ static int expert_load(Model *m, int layer, int eid, ESlot *s, int fatal){ } s->eid=eid; return 0; } +/* Every expert read goes through here: time the whole load (pread/fault + + * bookkeeping) on the thread that runs it, into the disk-service counter. */ +static int expert_load(Model *m, int layer, int eid, ESlot *s, int fatal){ + double t0=now_s(); + int rc=expert_load_impl(m,layer,eid,s,fatal); + atomic_fetch_add_explicit(&g_edisk_ns,(int64_t)((now_s()-t0)*1e9),memory_order_relaxed); + return rc; +} #ifdef __linux__ /* io_uring expert batches. One owner prepares all reads for a block, submits @@ -3040,11 +3058,12 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int double t0=now_s(); int eids[64]; for(int q=0;qt_edisk += now_s()-t0; /* dispatch only; real reads hide behind matmul */ + m->t_ewait += now_s()-t0; /* dispatch only; the reads overlap matmul and + * are timed as service inside expert_load */ } else { double t0=now_s(); /* ORIGINALE: blocking parallel load */ #pragma omp parallel for schedule(dynamic,1) for(int q=0;qws[q],1); - m->t_ewait += now_s()-t0; } /* blocking: whole load stalls compute */ + m->t_ewait += now_s()-t0; } /* compute thread blocked for the whole load */ } /* I/O ASINCRONO: readahead (WILLNEED) del blocco SUCCESSIVO mentre calcoliamo * questo — il kernel legge in background, le pread dopo trovano cache calda */ @@ -3073,7 +3092,7 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int * correct (and free) when a subset falls back to the CPU. */ if(g_pipe && nmiss){ double tw=now_s(); for(int q=0;qt_ewait += now_s()-tw; } /* blocking: drain stalled compute */ + m->t_ewait += now_s()-tw; } MB_BUILD(1, 0); /* missed experts, now loaded */ if(nbb>0){ double t0=now_s(); @@ -3097,7 +3116,7 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int * Stays ABOVE the METAL skip: a subset that fell back to the CPU still needs its * slot drained here, and under METAL the block-level drain above already ran (this * spin is then a no-op). */ - if(g_pipe && qof[j]>=0){ double tw=now_s(); pipe_wait(qof[j]); m->t_ewait += now_s()-tw; } /* blocking */ + if(g_pipe && qof[j]>=0){ double tw=now_s(); pipe_wait(qof[j]); m->t_ewait += now_s()-tw; } #ifdef COLI_METAL /* skip the subsets already computed on GPU */ if(g_metal_enabled && ((is_miss[j] && !cpu_miss) || (!is_miss[j] && !cpu_res))) continue; @@ -4378,10 +4397,10 @@ static void generate(Model *m, const int *prompt, int np, int n_new, int *out){ } static void profile_print(Model *m, double elapsed){ - double accounted=m->t_edisk+m->t_ewait+m->t_emm+m->t_attn+m->t_head; + double accounted=m->t_ewait+m->t_emm+m->t_attn+m->t_head; printf("PROFILE: expert-disk %.3fs service / %.3fs wait | expert-matmul %.3fs | attention %.3fs " "(including kvb %.3fs) | lm_head %.3fs | other %.3fs\n", - m->t_edisk,m->t_ewait,m->t_emm,m->t_attn,m->t_kvb,m->t_head,elapsed-accounted); + edisk_s(),m->t_ewait,m->t_emm,m->t_attn,m->t_kvb,m->t_head,elapsed-accounted); printf("ATTENTION: projection/RoPE %.3fs | score-softmax-value %.3fs | output projection %.3fs\n", m->t_aproj,m->t_acore,m->t_aout); #ifdef COLI_METAL @@ -4396,8 +4415,9 @@ static void profile_print(Model *m, double elapsed){ } static void profile_reset(Model *m){ - m->t_edisk=m->t_ewait=m->t_emm=m->t_attn=m->t_kvb=m->t_head=0; + m->t_ewait=m->t_emm=m->t_attn=m->t_kvb=m->t_head=0; m->t_aproj=m->t_acore=m->t_aout=0; + atomic_store_explicit(&g_edisk_ns,0,memory_order_relaxed); } /* PROF=1 report: forward-latency percentiles, expert I/O totals, phase shares @@ -4430,17 +4450,19 @@ static void prof_report(Model *m, const ProfBase *b, double elapsed, int tokens, double eb=(double)expert_bytes_probe(m,m->ebits); int pinned=0,lru=0; for(int i=0;i<=c->n_layers;i++){ if(m->npin)pinned+=m->npin[i]; if(m->ecn)lru+=m->ecn[i]; } + double io_w=m->t_ewait-b->ewait; /* stall the compute thread felt */ + double io_svc=edisk_s()-b->edisk; /* read service on the loading threads (overlaps compute) */ fprintf(f,"[PROF] expert I/O: %.3f GB fetched (%.1f MB/token, %.2f GB/s over the run%s) | " - "hit %.1f%% (%llu hit / %llu load) | %.1f loads/token\n", + "hit %.1f%% (%llu hit / %llu load) | %.1f loads/token | %.1fs read service / %.1fs felt wait\n", io/1e9, tokens>0?io/1e6/tokens:0.0, io/1e9/elapsed, g_mmap?"; COLI_MMAP=1: page cache may serve part":"", - hitp,(unsigned long long)dh,(unsigned long long)dm, tokens>0?(double)dq/tokens:0.0); + hitp,(unsigned long long)dh,(unsigned long long)dm, tokens>0?(double)dq/tokens:0.0, + io_svc,io_w); fprintf(f,"[PROF] resident experts: %d pinned (%.1f GB) + %d in LRU (%.1f GB, cap %d/layer)\n", pinned,pinned*eb/1e9,lru,lru*eb/1e9,m->ecap); - double io_s=(m->t_edisk-b->edisk)+(m->t_ewait-b->ewait); double emm=m->t_emm-b->emm, attn=m->t_attn-b->attn, head=m->t_head-b->head; - double other=elapsed-io_s-emm-attn-head; if(other<0) other=0; - double f_io=io_s/elapsed, f_emm=emm/elapsed, f_attn=attn/elapsed; + double other=elapsed-io_w-emm-attn-head; if(other<0) other=0; + double f_io=io_w/elapsed, f_emm=emm/elapsed, f_attn=attn/elapsed; fprintf(f,"[PROF] time shares: expert-I/O %.0f%% | expert-matmul %.0f%% | attention %.0f%% | lm_head %.0f%% | other %.0f%%\n", 100*f_io,100*f_emm,100*f_attn,100*head/elapsed,100*other/elapsed); if(f_io>=0.30){ @@ -4894,12 +4916,14 @@ static void mux_done(Model *m, ServeCtx *sc, ServeReq *r){ hits_emit(m); /* PROF: per-turn phase timings for the dashboard profiling page — * "PROF ". - * With KV_SLOTS>1 concurrent slots share the batched forwards, so the shares - * describe the whole engine over the window, not the single request (same - * convention as the STAT hit% below). */ + * edisk = disk service (expert_load wall on the reading threads, overlaps + * compute); ewait = the stall the compute thread felt — only ewait belongs + * in a wall-time breakdown. With KV_SLOTS>1 concurrent slots share the + * batched forwards, so the shares describe the whole engine over the + * window, not the single request (same convention as the STAT hit% below). */ printf("PROF %.3f %d %d %.3f %.3f %.3f %.3f %.3f %llu\n",dt, r->prompt_tokens,r->emitted, - m->t_edisk-r->pb.edisk,m->t_ewait-r->pb.ewait,m->t_emm-r->pb.emm, + edisk_s()-r->pb.edisk,m->t_ewait-r->pb.ewait,m->t_emm-r->pb.emm, m->t_attn-r->pb.attn,m->t_head-r->pb.head, (unsigned long long)(m->n_fw-r->pb.n_fw)); printf("DONE %llu STAT %d %.2f %.1f %.2f %d %d\n",r->id,r->emitted, From deafa72b95f3d0b550563580811908407ed78172 Mon Sep 17 00:00:00 2001 From: ZacharyZcR Date: Thu, 16 Jul 2026 21:25:45 +0800 Subject: [PATCH 10/70] =?UTF-8?q?docs:=20serve=20protocol=20reference=20?= =?UTF-8?q?=E2=80=94=20mux=20wire=20format,=20telemetry=20lines,=20HTTP=20?= =?UTF-8?q?surface=20(#310)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/serve_protocol.md | 107 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 107 insertions(+) create mode 100644 docs/serve_protocol.md diff --git a/docs/serve_protocol.md b/docs/serve_protocol.md new file mode 100644 index 0000000..b0eb61e --- /dev/null +++ b/docs/serve_protocol.md @@ -0,0 +1,107 @@ +# The serve protocols — engine ⇄ server wire format + +The engine speaks two line-oriented protocols over stdin/stdout. Both are plain text +plus byte-counted payload frames; every outbound line is written with a trailing +`fflush`, one line per write. On Windows both ends of the pipe are switched to binary +mode at startup — the CRT's CRLF translation otherwise corrupts the sentinels and +stalls byte-counted reads (#195). + +| protocol | entry | selected by | used by | +|---|---|---|---| +| **mux** (continuous batching, up to 16 KV slots) | `run_serve_mux` | `SERVE_BATCH=1` | `openai_server.py`, `coli web` | +| **legacy** (single slot, interactive) | `run_serve` | `SERVE=1` (without `SERVE_BATCH`) | `coli chat` | + +This document is the reference for the **mux** protocol; the legacy protocol is +summarized at the end. Line formats below are quoted from the emitting `printf`s in +`glm.c` — if this document and the code disagree, the code wins and this file needs a PR. + +## Startup handshake (engine → server) + +``` +\x01\x01READY\x01\x01 +STAT 0 0.00 0.0 +HWINFO | +TIERS +EMAP +``` + +The server must not send requests before `READY`. `HWINFO`/`TIERS`/`EMAP` are +telemetry (see below) and may grow — **servers must ignore line kinds they do not +recognize**; that is the protocol's forward-compatibility rule. + +## Requests (server → engine) + +``` +SUBMIT \n\n +CANCEL \n +``` + +- `id` — non-zero u64, unique among in-flight requests. +- `slot` — KV slot index, `0 … KV_SLOTS-1` (`KV_SLOTS` env, 1–16, default 1). A slot + holds one conversation's KV; the engine matches the tokenized payload against the + slot's history and reuses the common prefix (truncate-and-extend), so stateless + HTTP turns keep their cache. +- `bytes` — exact byte length of `payload` (UTF-8, may contain newlines). The engine + reads exactly that many bytes after the header line, then one trailing `\n`. +- `payload` — the fully rendered prompt (the server owns the chat template). +- EOF on stdin = graceful shutdown: in-flight requests finish first. + +Prefill is serial; decode is continuously batched — every active slot contributes +one row per forward. + +## Responses (engine → server) + +Per request, in order: + +``` +DATA \n\n # a decoded token's text; repeated +TOPK 5 ... ×5 # candidates for the sampled token (SERVE_TOPK=1) +HITS # ~every 6 tokens: routed-expert bitmap since last HITS +REPIN # live re-pin swap events, as they happen +... +DONE STAT +``` + +Errors replace the stream: `ERROR ` with codes `BAD_FRAME`, `BAD_REQUEST`, +`SLOT_BUSY`, `DUPLICATE_ID`, `EMPTY_PROMPT`, `NOT_FOUND` (CANCEL of unknown id), +`CANCELLED`. A `CANCEL` is acknowledged by `ERROR CANCELLED` after the slot's KV +is persisted. + +Immediately before each `DONE` the engine emits a telemetry block for the finished +turn: `HWINFO`, `PERF`, `ENTROPY`, `GPUS`, `TIERS`, `EMAP`, `HITS` (formats below). +`.coli_usage` is persisted at every turn end, not only at exit. + +## Telemetry lines + +| line | format | meaning | +|---|---|---| +| `TIERS` | `TIERS ` | expert count per tier + resident bytes | +| `HWINFO` | `HWINFO \|` | host snapshot (GBs are floats) | +| `EMAP` | `EMAP ` | one byte per expert, row-major over `rows×cols` (sparse layers +MTP × experts): `byte = (tier<<6) \| heat` — 2-bit tier (0 disk / 1 RAM / 2 VRAM), 6-bit log₂-bucketed usage heat | +| `HITS` | `HITS ` | 1 bit per expert, experts routed since the previous `HITS` | +| `PERF` | `PERF
` | this turn's PROFILO deltas, seconds | +| `ENTROPY` | `ENTROPY

…` | per-sparse-layer routing entropy of the turn, bits | +| `GPUS` | `GPUS ( )×n` | per-device VRAM + resident expert count (CUDA builds) | +| `TOPK` | `TOPK 5 ( )×5` | token text hex-encoded so the line stays line-shaped | +| `REPIN` | `REPIN ` | one line per hot-store swap (`REPIN=n` mode) | + +All telemetry is advisory: servers render what they know and skip the rest. + +## HTTP surface (`openai_server.py`) + +- `POST /v1/chat/completions` — OpenAI-compatible; streaming responses emit one extra + SSE frame `data: {"colibri": {stats, perf, topk, entropy, gpus, repin}}` immediately + before `data: [DONE]`; non-streaming responses attach the same object as a + `"colibri"` field. +- `GET /experts` — the latest `EMAP`/`HITS` state: `{rows, cols, map, hits, seq, + gpus, entropy, repin}`. +- `GET /*` — static hosting of `web/dist` (SPA fallback, path-traversal-safe), plus + `experts.json` if published there (the measured expert atlas, #175/#218). + +## Legacy protocol (`run_serve`, `coli chat`) + +Interactive lines are prompts; control frames: `\x02RESET` (clear history), +`\x02MORE` (continue an NGEN-truncated answer), and +`\x02PROMPT [kv_slot]\n\n` +(the pre-mux API mode). Responses are raw text terminated by `\x01\x01END\x01\x01` +plus a `STAT` line. New integrations should use the mux protocol. From a3e942516c04c26292a6b24e60f677587c30bb50 Mon Sep 17 00:00:00 2001 From: tt1203 <42492960+tt1203@users.noreply.github.com> Date: Thu, 16 Jul 2026 14:52:16 +0100 Subject: [PATCH 11/70] fix(oracle): create glm_tiny/ before saving so a fresh checkout works MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit make_glm_oracle.py wrote glm_tiny/model.safetensors and glm_tiny/config.json without creating the directory first. safetensors.save_file writes a temp file inside the target dir before the atomic rename, so on a clean checkout (no pre-existing glm_tiny/) it aborts with an opaque error: SafetensorError: Error while serializing: I/O error: The system cannot find the path specified. (os error 3) at path ".../glm_tiny/.tmpXXXXXX" The directory only ever existed because it was left over from a previous run, so the first-ever `python tools/make_glm_oracle.py` fails for every new user following the README's verify step. Create glm_tiny/ with Path.mkdir(parents=True, exist_ok=True) before the save branch — covers the fp8 path, the bf16 path, and config.json. Path is already imported; no new dependency, no change to the CPU build. --- c/tools/make_glm_oracle.py | 1 + 1 file changed, 1 insertion(+) diff --git a/c/tools/make_glm_oracle.py b/c/tools/make_glm_oracle.py index b623faf..521baf6 100644 --- a/c/tools/make_glm_oracle.py +++ b/c/tools/make_glm_oracle.py @@ -115,6 +115,7 @@ print("tf_pred:", tf_pred) sd = model.state_dict() unfuse_experts(sd) +Path("glm_tiny").mkdir(parents=True, exist_ok=True) # safetensors/json won't create the dir themselves if args.fp8: n_fp8, n_tot = save_fp8_safetensors(sd, "glm_tiny/model.safetensors") print(f"\nsaved FP8: {n_fp8} e4m3 tensors (+{n_tot - n_fp8} scale_inv sidecars / f32) " From 2a5961a01b06da3c0ef0de0f44ba5d6179bc1dbe Mon Sep 17 00:00:00 2001 From: JustVugg Date: Thu, 16 Jul 2026 16:37:39 +0200 Subject: [PATCH 12/70] tests: exactness oracle for the grouped-int4 kernel (fmt=4) matmul_i4_grouped is the reference the CUDA fmt=4 port (#298) is expected to reproduce, and it had no test of its own. @woolcoxm is currently debugging a CUDA backend against an oracle nobody had verified, which is two moving targets at once -- and he can't cross-check on CPU, since a 5-prompt run takes 8 hours on the 744B model. This checks matmul_i4_grouped against a plain-C reference that dequantizes nibble -> (v-8)*scale[i/gs] and accumulates in double, over 11 shapes: I a clean multiple of gs, a partial last group (the glen clamp), odd I (the scalar nibble tail), gs > I, gs=16/64/128, S>1, and the nibble extremes 0x00/0xFF -- which decode to -8/+7 because the format is offset-encoded, not two's complement. Reading that backwards turns 15 into -1 and looks like data-dependent noise rather than a bug. All 11 shapes match to ~1e-8 relative, so the CPU kernel is exact and can be trusted as the reference. One note on the tolerance, because the first draft of this test got it wrong and "found" a bug that wasn't there: the error is compared against the sum of |terms|, not against |result|. A dot product of signed terms can land near zero through cancellation, and then a 1e-6 absolute error -- ordinary f32 accumulator precision -- reads as a 1e-3 relative one. A wrong scale index or a wrong group boundary shifts the result by a fraction of the terms, so it is still caught at 1e-6. Co-Authored-By: Claude Opus 4.8 --- c/Makefile | 5 +- c/tests/test_i4_grouped.c | 126 ++++++++++++++++++++++++++++++++++++++ 2 files changed, 130 insertions(+), 1 deletion(-) create mode 100644 c/tests/test_i4_grouped.c diff --git a/c/Makefile b/c/Makefile index ccf0a3c..7fb9b02 100644 --- a/c/Makefile +++ b/c/Makefile @@ -166,7 +166,7 @@ else PYTHON ?= python3 endif CUDA_OBJ = -TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) +TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) ifneq (,$(LINUX)) TEST_BINS += tests/test_uring$(EXE) endif @@ -297,6 +297,9 @@ tests/test_decode_batch$(EXE): tests/test_decode_batch.c decode_batch.h tests/test_idot$(EXE): tests/test_idot.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) +tests/test_i4_grouped$(EXE): tests/test_i4_grouped.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h + $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) + tests/test_kv_alloc$(EXE): tests/test_kv_alloc.c glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) diff --git a/c/tests/test_i4_grouped.c b/c/tests/test_i4_grouped.c new file mode 100644 index 0000000..928d3ac --- /dev/null +++ b/c/tests/test_i4_grouped.c @@ -0,0 +1,126 @@ +/* Exactness test for the grouped-int4 kernel (fmt=4, one f32 scale per `gs` + * elements along I) against a plain-C reference that dequantizes and multiplies + * in double. + * + * Why this test exists: matmul_i4_grouped is the REFERENCE the CUDA fmt=4 path + * (#298) is expected to reproduce, and it had no test of its own. Debugging a + * backend against an unverified oracle means two moving targets. Anyone porting + * fmt=4 to a new backend can now diff against a kernel that is known exact here. + * + * Covers: I a clean multiple of gs, I with a partial last group (the `glen` + * clamp), odd I (the nibble tail), gs larger than I (single group), and the + * nibble edges 0 and 15 (which decode to -8 and +7 — an offset encoding, NOT + * two's complement; getting this backwards is silent and looks like noise). + * + * FP note: the kernel sums each group in f32 (AVX2 accumulator + scalar tail) + * while the reference sums in double, so we compare against a relative epsilon + * rather than bit-exactly. The tolerance is tight enough that a wrong scale + * index, a wrong group boundary or a swapped nibble cannot hide under it — + * those are O(1) relative errors, not O(1e-6). */ +#define main coli_glm_main_unused +#include "../glm.c" +#undef main + +static uint32_t rng_state=0xC0FFEEu; +static uint32_t xr(void){ rng_state^=rng_state<<13; rng_state^=rng_state>>17; rng_state^=rng_state<<5; return rng_state; } +static float frand(void){ return (float)((int)(xr()%2001)-1000)/1000.0f; } + +/* Reference: dequantize nibble -> (v-8)*scale[group], accumulate in double. + * Deliberately the dumbest possible expression of the format. */ +static void ref_grouped(double *y, double *mag, const float *x, const uint8_t *q4, + const float *scale, int S, int I, int O, int gs){ + int rb=(I+1)/2, ng=(I+gs-1)/gs; + for(int o=0;o>1]; + int nib=(i&1)?(int)(byte>>4):(int)(byte&0xF); + double term=(double)xs[i] * (double)(nib-8) * (double)scl[i/gs]; + a += term; m += fabs(term); + } + y[(int64_t)s*O+o]=a; + /* Sum of |terms|: the scale the f32 rounding error actually lives on. + * Comparing against |result| instead would flag pure cancellation -- + * a dot product of signed terms can land near zero, and then a 1e-6 + * absolute error reads as a 1e-3 relative one. That is the accumulator's + * precision, not a kernel defect. A wrong scale index or group boundary + * shifts the result by a fraction OF THE TERMS, so it is caught here. */ + mag[(int64_t)s*O+o]=m; + } + } +} + +static int check(const char *name, int S, int I, int O, int gs, int fill_edges){ + int rb=(I+1)/2, ng=(I+gs-1)/gs; + uint8_t *q4=malloc((size_t)O*rb); + float *scale=malloc((size_t)O*ng*sizeof(float)); + float *x=malloc((size_t)S*I*sizeof(float)); + float *y=malloc((size_t)S*O*sizeof(float)); + double *yr=malloc((size_t)S*O*sizeof(double)); + double *ym=malloc((size_t)S*O*sizeof(double)); + if(!q4||!scale||!x||!y||!yr||!ym){ fprintf(stderr,"%s: OOM\n",name); return 1; } + + for(size_t i=0;i<(size_t)O*rb;i++) q4[i]=(uint8_t)(xr()&0xFF); + if(fill_edges){ + /* nibble extremes: 0x0F -> +7, 0x00 -> -8. A two's-complement misread + * turns 15 into -1 instead of +7 and the error is data-dependent noise. */ + for(size_t i=0;i<(size_t)O*rb && i<64;i++) q4[i]=(i&1)?0x00:0xFF; + } + /* scales span a few orders of magnitude: a wrong group index shows up big */ + for(int i=0;i1e-30 ? d/ym[i] : d; /* error relative to the summed magnitude */ + if(rel>worst) worst=rel; + if(rel>1e-6){ + if(bad<3) fprintf(stderr,"%s: [%d] got %.9g want %.9g (|terms| %.3g, rel %.3g)\n", + name,i,(double)y[i],yr[i],ym[i],rel); + bad++; + } + } + free(q4);free(scale);free(x);free(y);free(yr);free(ym); + if(bad){ fprintf(stderr,"%s: FAIL (%d/%d mismatched, worst rel %.3g)\n",name,bad,S*O,worst); return 1; } + printf(" %-42s ok (S=%d I=%d O=%d gs=%d ng=%d, worst rel %.2g)\n",name,S,I,O,gs,ng,worst); + return 0; +} + +int main(void){ + int fail=0; + printf("test_i4_grouped: matmul_i4_grouped vs plain-C dequant reference\n"); + + /* the shape the g64 checkpoints actually use */ + fail|=check("gs=64, I multiple of gs", 2, 512, 8, 64, 0); + fail|=check("gs=64, single row single token", 1, 128, 1, 64, 0); + fail|=check("gs=64, nibble edges (0x00/0xFF)", 1, 256, 4, 64, 1); + + /* partial last group: glen clamp, the classic off-by-one */ + fail|=check("gs=64, partial last group (I=200)", 2, 200, 4, 64, 0); + fail|=check("gs=64, I just over a group (I=65)", 1, 65, 3, 64, 0); + fail|=check("gs=64, I one under a group (I=63)", 1, 63, 3, 64, 0); + + /* odd I: the scalar nibble tail (i+1 == I) */ + fail|=check("gs=64, odd I (I=201)", 2, 201, 4, 64, 0); + fail|=check("gs=16, odd I (I=33)", 1, 33, 2, 16, 0); + + /* gs > I: everything in one group */ + fail|=check("gs=128 > I=64 (single group)", 1, 64, 4, 128, 0); + + /* the other documented group size */ + fail|=check("gs=128, I multiple of gs", 2, 512, 4, 128, 0); + + /* batch: S>1 exercises the per-s inner loop against a shared scale row */ + fail|=check("gs=64, batch S=8", 8, 320, 6, 64, 0); + + if(fail){ printf("test_i4_grouped: FAIL\n"); return 1; } + printf("test_i4_grouped: ok\n"); + return 0; +} From 05f9bd4b778d544ebf4083e120fff7619b06f0a9 Mon Sep 17 00:00:00 2001 From: Elias Date: Thu, 16 Jul 2026 16:43:32 +0200 Subject: [PATCH 13/70] docs: add winget python one-liner to Windows install block (#310) The coli CLI and openai_server.py need a real python3 interpreter, but a fresh Windows resolves 'python' to the Microsoft Store alias stub (#198). Document the winget one-liner as the interim fix suggested in #310 until the CLI port lands. --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 2e22048..4484d28 100644 --- a/README.md +++ b/README.md @@ -179,6 +179,11 @@ GCC 16.1.0 (x86_64-ucrt-posix-seh). scoop install mingw-winlibs # portable, no shell needed # or: pacman -S mingw-w64-x86_64-gcc make # via MSYS2 +# Python (needed by the `coli` CLI and API server). A fresh Windows resolves +# `python` to a Microsoft Store alias stub that opens the Store instead of +# running anything (#198) — installing the real interpreter replaces the stub: +winget install -e --id Python.Python.3.12 + # Build (from c/ directory): make glm.exe # GLM-5.2 engine (static, no DLL dependencies) make olmoe.exe # OLMoE engine (same shims) From 64291238da865c4549b02d41dbf05eaffdf1a046 Mon Sep 17 00:00:00 2001 From: ZacharyZcR Date: Thu, 16 Jul 2026 23:24:37 +0800 Subject: [PATCH 14/70] =?UTF-8?q?README:=20restructure=20around=20the=20te?= =?UTF-8?q?chnical=20path=20=E2=80=94=20parameters=20and=20full=20results?= =?UTF-8?q?=20move=20to=20docs/,=20four=20new=20figures?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 729 ++++++++------------------------------ docs/api.md | 100 ++++++ docs/benchmarks.md | 140 ++++++++ docs/cuda.md | 104 ++++++ docs/media/ladder.png | Bin 0 -> 118214 bytes docs/media/sparse.png | Bin 0 -> 63454 bytes docs/media/tiers.png | Bin 0 -> 142260 bytes docs/media/token-path.png | Bin 0 -> 119817 bytes docs/metal.md | 30 ++ docs/tuning.md | 110 ++++++ docs/windows.md | 90 +++++ 11 files changed, 715 insertions(+), 588 deletions(-) create mode 100644 docs/api.md create mode 100644 docs/benchmarks.md create mode 100644 docs/cuda.md create mode 100644 docs/media/ladder.png create mode 100644 docs/media/sparse.png create mode 100644 docs/media/tiers.png create mode 100644 docs/media/token-path.png create mode 100644 docs/metal.md create mode 100644 docs/tuning.md create mode 100644 docs/windows.md diff --git a/README.md b/README.md index 2e22048..aec9c7e 100644 --- a/README.md +++ b/README.md @@ -4,10 +4,10 @@ **Tiny engine, immense model.** Run **GLM-5.2 (744B-parameter MoE)** on a consumer machine with ~25 GB of RAM — in pure C, with zero dependencies, by streaming experts from disk. -Colibrì is a lightweight, quality-preserving MoE runtime that treats VRAM, -RAM, and storage as one managed memory hierarchy. Insufficient fast memory may -reduce speed, but the default policy never silently changes model precision or -router semantics. +Colibrì is a lightweight, quality-preserving MoE runtime that treats VRAM, RAM, +and storage as one managed memory hierarchy. Insufficient fast memory may reduce +speed, but the default policy **never silently changes model precision or router +semantics**. ``` $ ./coli chat @@ -17,14 +17,13 @@ $ ./coli chat ◆ Ciao! 😊 Come posso aiutarti oggi? ``` - ## See it running

colibrì web dashboard — live metrics, hardware panel, expert tiers

-

The web dashboard (./coli web): a 744B model answering at 4+ tok/s end-to-end on 6× RTX 5090 — -with live token metrics, the hardware panel, and the VRAM/RAM/disk expert tiers.

+

The web dashboard (./coli web): a 744B model answering on 6× RTX 5090 — +live token metrics, the hardware panel, and the VRAM/RAM/disk expert tiers.

the Brain page — 19,456 experts as a live cortex @@ -33,613 +32,167 @@ with live token metrics, the hardware panel, and the VRAM/RAM/disk expert tiers. brightness is routing heat, and every expert routed in a turn flashes white. Hovering shows the expert's measured topic affinity.

-## Contents - -- [The idea](#the-idea) -- [See it running](#see-it-running) -- [What's implemented](#whats-implemented) -- [Honest numbers](#honest-numbers-wsl2-12-cores-25-gb-ram-nvme-via-vhdx) -- [Download the model](#download-the-model) -- [Web dashboard](#web-dashboard) -- [Got a better machine?](#got-a-better-machine-try-it--heres-what-to-expect) - ## The idea -A 744B Mixture-of-Experts model activates only ~40B parameters per token — and only ~11 GB of those change from token to token (the routed experts). So: +A 744B Mixture-of-Experts model activates only ~40B parameters per token — and +only ~11 GB of those change from token to token (the routed experts): -- the **dense part** (attention, shared experts, embeddings — ~17B params) stays **resident in RAM at int4** (~9.9 GB); -- the **19,456 routed experts** (75 MoE layers × 256 experts + the MTP head, ~19 MB each at int4) live **on disk** (~370 GB) and are **streamed on demand**, with a per-layer LRU cache, an optional pinned hot-store, and the OS page cache as a free L2. +

+ only ~5.4% of parameters are active per token +

-The engine is a single C file (`c/glm.c`) plus small headers. No BLAS, no Python at runtime, no GPU required (an opt-in CUDA tier for pinned experts exists — see below). +So the model doesn't need to *fit* in fast memory — it needs to be **placed**: -## What's implemented +- the **dense part** (attention, shared experts, embeddings — ~17B params) stays + **resident in RAM at int4** (~9.9 GB); +- the **19,456 routed experts** (75 MoE layers × 256 + the MTP head, ~19 MB each + at int4) live **on disk** (~370 GB) and are **streamed on demand**, with a + per-layer LRU cache, a learned pinned hot-store, and an optional VRAM tier. -- **Faithful GLM-5.2 (`glm_moe_dsa`) forward** — validated token-exact against a `transformers` oracle (teacher-forcing 32/32, greedy 20/20 on a tiny-random model with the real architecture). -- **MLA attention** (q/kv-LoRA, interleaved partial RoPE) with **compressed KV-cache**: 576 floats/token instead of 32,768 (57× smaller — GLM-5.2 has 64 heads and no GQA). -- **DeepSeek-V3-style sigmoid router** (noaux_tc, routed_scaling_factor), shared expert, first-3-dense layers. -- **Native MTP speculative decoding** — GLM-5.2's own multi-token-prediction head (layer 78) drafts tokens that the main model verifies in one batched forward. **The head must be int8** (the converter does this by default): at int4 draft acceptance collapses to 0–4% and speculation never engages; at int8 it's 39–59% acceptance, **2.2–2.8 tokens/forward** (community-measured, [#8](https://github.com/JustVugg/colibri/issues/8)). Lossless *in exact arithmetic* — but **not byte-identical to non-speculative greedy in practice** ([#100](https://github.com/JustVugg/colibri/issues/100)). This isn't MTP-specific: colibrì's quantized integer kernels are shape-dependent, so any batched (S>1) or GPU forward rounds slightly differently from the single-token path, and int4 GLM-5.2 sits close enough to argmax ties that such a rounding change can flip a token. MTP, the CUDA expert tier, and batched prefill are three different ways to trip the same sensitivity (community-confirmed in #100: swapping only the kernel family forks greedy output on 3/5 prompts, with **zero speculation**). Every emitted token is still the argmax of a *valid* forward — the continuation stays correct — it just isn't the same stream. For byte-exact reproducibility: `DRAFT=0` (no speculation), plus `IDOT=0 COLI_CUDA=0` if you also want kernel-family/GPU independence. Under sampling, rejection sampling keeps the distribution correct. Honest caveat from the same measurement: on a **cold** cache each verified draft routes to extra experts (~660 → ~1100 expert-loads/token), so speculation can be a net *time* loss until the cache/pin warms up. -- **Grammar-forced speculative drafts** (`GRAMMAR=file.gbnf`, [#48](https://github.com/JustVugg/colibri/issues/48)) — on constrained-output workloads (JSON/NDJSON, function calling, structured extraction) the grammar itself is a third draft source: wherever it admits exactly **one** legal byte (braces, quotes, key names, enum bodies), that forced span is tokenized and injected as pre-accepted drafts with ~1.0 acceptance — no draft head, no lookup table, and it engages even with the int4 MTP head from [#8](https://github.com/JustVugg/colibri/issues/8). It never constrains sampling: forced spans are verified in the same batch-union forward as any draft, so a wrong or out-of-sync grammar cannot change the output — worst case is rejected drafts, and an adaptive guard turns the source off below 50% acceptance. Byte-level GBNF subset (literals, char classes, `| ( ) ? * +`, comments); `GRAMMAR_DRAFT=n` caps the forced span per forward (default 24). Composes with `DRAFT`/MTP, which fill the free-text gaps between forced spans. Full reference — mechanism, measured A/Bs, when it pays, prior art: [docs/grammar-draft.md](docs/grammar-draft.md). -- **True sampling** — temperature + nucleus, defaults tuned for int4 reality (0.7 / 0.90; the official 1.0 / 0.95 samples quantization noise from the tail). -- **Integer-dot kernels** (Q8_0-style int8 activations, AVX2 `maddubs`): int8 matmuls 1.4–2.5× faster (119 GFLOP/s measured), int4 1.8× in batch — routing decided per shape by measurement (int4 single-row stays f32: it measured slower). -- **MLA weight absorption** (DeepSeek trick) for decode: no per-token k/v reconstruction — the query absorbs `kv_b`, context is projected after attention. Validated exact: TF 32/32 and generation 20/20 with absorption forced everywhere. -- **Async expert readahead**: while one block of experts is being multiplied, the kernel is already reading the next (`WILLNEED`). -- **Quantization kernels**: int8 / packed int4 / packed int2, per-row scales, AVX2, dequant-on-use. Packing validated bit-identical to the int8 container. -- **DSA sparse attention** — GLM-5.2's lightning indexer, faithful to the reference `glm_moe_dsa` modeling: per-layer top-2048 causal key selection (full/shared indexer layers), auto-detected from the `out-idx-*` weights (`--indexer` converter mode, ~189 MB extracted from the FP8 repo). Validated exact: forcing the selection to keep every key reproduces dense attention token-for-token. `DSA=0` disables, `DSA_TOPK` overrides. -- **KV-cache persistence** — conversations reopen **warm** across engine restarts: serve mode appends the compressed MLA KV to `.coli_kv` after every turn (~182 KB/token, crash-safe) and resumes it at startup with zero re-prefill. Validated byte-identical to an uninterrupted session. `KVSAVE=0` disables. -- **Router-lookahead prefetch** (`PILOT=1`, experimental) — the next layer's routing is 71.6% predictable from the current layer's post-attention state (measured); a dedicated I/O thread prefetches those experts while the current layer computes. -- **Batch-union MoE**: in prefill (and MTP verification), each unique expert of the batch is read once and applied to every position that routes to it. -- **Byte-level BPE tokenizer in C** (GPT-2-style with Unicode-property regex, 320k merges). -- **RAM safety**: the expert cache is auto-sized from `MemAvailable` at startup — an honest peak projection (working set, KV, MTP row, reconstruction buffers) so the kernel OOM-killer never fires. -- **Offline FP8→int4 converter** (`c/tools/convert_fp8_to_int4.py`): downloads one shard at a time (~5 GB), dequants (128×128 block scales), requantizes to the engine's container, deletes the shard — the 756 GB FP8 checkpoint never needs to exist on disk at once. Resumable. +The engine is a single C file (`c/glm.c`) plus small headers. No BLAS, no Python +at runtime, no GPU required. -## Honest numbers (WSL2, 12 cores, 25 GB RAM, NVMe via VHDX) +## How it works -Detailed GPU experiment: [GLM-5.2 on 6x RTX 5090](docs/experiments/glm52-6x5090-2026-07-12.md) — full expert residency across VRAM+RAM reaches 6.84 tok/s single-request decode. +### The per-token path -| metric | value | -|---|---| -| model on disk (int4 container) | ~370 GB | -| resident RAM (dense, int4) | 9.9 GB | -| load time | ~30 s | -| peak RSS during chat | ~20 GB (auto-capped) | -| cold decode cost | ~11 GB disk reads/token (75 layers × 8 experts) | -| disk ceiling (this dev box's drive) | ~1 GB/s → ~0.05–0.1 tok/s cold | -| MTP speculation (int8 head) | 2.2–2.8 tok/forward measured ([#8](https://github.com/JustVugg/colibri/issues/8)) | +

+ route → union → place → overlap → learn +

-This is not fast. It is a 744B frontier-class model **answering correctly on a machine that costs less than one H100 fan**. Warm cache, pinned hot experts and MTP push the useful-response latency down considerably; the physics of the disk does the rest. +Every layer of every token walks the same five steps. The design goal is that +**placement only ever decides speed** — the router's decisions and the weights' +precision are the same whether an expert answered from VRAM or from disk. -### SSD note -Cold starts are heavy on random reads (~11 GB/token), but reads don't meaningfully wear an SSD — colibrì's streaming is read-only. The real concerns under heavy use are (1) **swap traffic** if the system runs out of RAM (writes do wear the drive — keep a sane `--ram` budget; colibrì's auto-budget is designed to stay clear of swap) and (2) **sustained thermals**: hours at full read duty cycle will heat cheaper drives. Monitor drive temperature and health. +### One memory hierarchy instead of one memory requirement -## Download the model +

+ VRAM / RAM / NVMe three-tier expert residency +

-A pre-converted **GLM-5.2 int4** model for colibrì is available on Hugging Face — **use the version with the int8 MTP heads** (matey-0's clone): +The same engine spans the whole range: on a 25 GB laptop everything streams from +disk (slow but correct); on a large host the entire expert set becomes resident +(`CUDA_EXPERT_GB=auto PIN_GB=all`) and disk drops out of the decode path +entirely. Between the tiers sits a **learning cache**: the engine records which +experts *your* workload routes to (`.coli_usage`, updated every turn) and pins +the hottest ones automatically — colibrì literally gets faster the more you use +it. On multi-socket hosts, `COLI_NUMA=1` interleaves the resident weights across +memory controllers ([#82](https://github.com/JustVugg/colibri/issues/82)). + +### Never wait for the disk twice + +Misses are expensive, so the engine spends most of its cleverness avoiding and +overlapping them: each expert's three matrices are stored adjacent and read in +one `pread`; a bounded async I/O pool (`PIPE=1`, default) loads missing experts +while resident ones compute; batched positions read each unique expert once +(**batch-union**); and a router-lookahead thread (`PILOT=1`) prefetches the next +layer's experts — routing is measurably **71.6% predictable one layer ahead**. +On GPUs, the resident pipeline (`COLI_CUDA_PIPE=2`) keeps the residual stream +on-device across layers so the CPU expert loop runs uninterrupted; on Apple +Silicon an experimental [Metal backend](docs/metal.md) does the batched expert +math on the unified-memory GPU. + +### Faithful model, compressed state + +The forward pass is validated **token-exact against a `transformers` oracle** +(teacher-forcing 32/32). MLA attention stores a compressed KV state — 576 +floats/token instead of 32,768 (**57× smaller**) — and persists it across +restarts (`.coli_kv`): conversations reopen warm with zero re-prefill, +byte-identical to an uninterrupted session. DSA sparse attention (GLM-5.2's +lightning indexer) is implemented faithfully and validated by forcing full-key +selection to reproduce dense attention exactly. + +### Speculative decoding, honestly + +GLM-5.2's native MTP head drafts tokens that the main model verifies in one +batched forward — 2.2–2.8 tokens/forward when it pays. Two hard-won rules ship +as defaults: the MTP head must be **int8** (int4 heads collapse to 0–4% +acceptance, [#8](https://github.com/JustVugg/colibri/issues/8)), and draft and +verify must compute **the same function** — `SPEC_PIN=1` pins both to one +kernel family ([#163](https://github.com/JustVugg/colibri/issues/163) is the +full forensic story). Grammar-forced drafts +([`GRAMMAR=file.gbnf`](docs/grammar-draft.md)) add ~free acceptance on +constrained JSON output. Whether speculation is a net win depends on your +cache temperature — measure, and use `DRAFT=0` when it doesn't pay. + +## What it achieves + +

+ measured decode speed by hardware class +

+ +Same engine, same int4 container — the hardware only changes where the experts +live. Highlights from the [full benchmark tables](docs/benchmarks.md): + +- **6× RTX 5090, full residency:** 5.8–6.8 tok/s decode, TTFT ~13 s + ([experiment log](docs/experiments/glm52-6x5090-2026-07-12.md)); +- **128 GB CPU-only desktop:** ~1.8 tok/s warm ([#200](https://github.com/JustVugg/colibri/issues/200)); +- **single RTX 5070 Ti laptop-class box:** 1.07 tok/s via the GPU-resident + pipeline ([#273](https://github.com/JustVugg/colibri/issues/273)); +- **25 GB dev box:** 0.05–0.1 tok/s cold — the proven floor where this project + started, and still the honest baseline. + +Quality is measured, not assumed: the int4 container's quantization cost and the +scale-granularity/rotation ablations live in +[docs/benchmarks.md](docs/benchmarks.md#quality-benchmark) and +[#108](https://github.com/JustVugg/colibri/issues/108)/[#81](https://github.com/JustVugg/colibri/issues/81). + +## Get started + +### 1. Get the model + +A pre-converted **GLM-5.2 int4** container is on Hugging Face — **use the +version with the int8 MTP heads**: **https://huggingface.co/mateogrgic/GLM-5.2-colibri-int4-with-int8-mtp** -> ⚠️ **The MTP head must be int8.** The original mirror ([jlnsrk/GLM-5.2-colibri-int4](https://huggingface.co/jlnsrk/GLM-5.2-colibri-int4)) ships **int4** MTP heads, which give **0% draft acceptance** — speculation silently never engages and you lose the ~2× MTP lever. This is the single most common "why is MTP stuck at 0%?" report ([#8](https://github.com/JustVugg/colibri/issues/8), [#102](https://github.com/JustVugg/colibri/issues/102)). The int8 head gives the measured **39–59% acceptance**. matey-0's clone above is the original int4 model with the three `out-mtp-*` files already swapped to int8 — download that one and you're done. -> -> Check what you have: `ls -l /out-mtp-*` -> · **int8 (correct):** `3527131672 / 5366238584 / 1065950496` -> · **int4 (0% acceptance):** `1765523544 / 2686077736 / 536747200` — if you see these, replace just those three files from the int8 mirror. +> ⚠️ The original mirror ships int4 MTP heads → 0% draft acceptance +> ([#8](https://github.com/JustVugg/colibri/issues/8)). Check yours: +> `ls -l /out-mtp-*` — int8 (correct) is `3527131672 / 5366238584 / 1065950496`. -Download the repository and point `COLI_MODEL` to its directory: +Or convert from the FP8 source yourself — one resumable command that never needs +the full 756 GB on disk at once: ```bash -COLI_MODEL=/path/to/GLM-5.2-colibri-int4-with-int8-mtp ./coli chat +cd c && ./setup.sh # checks gcc/OpenMP, builds, self-tests +./coli convert --model /nvme/glm52_i4 # download+convert shard by shard (python, one-time) ``` -This skips the FP8 → int4 conversion step entirely. Thanks to DatPat for the original mirror and matey-0 for the int8-head clone. - -### Quick start +### 2. Run it ```bash -cd c -./setup.sh # checks gcc/OpenMP, builds, self-tests - -# ONE command does everything model-side: downloads GLM-5.2-FP8 shard by shard -# (never needs the full 756 GB at once), converts to the int4 container, then -# converts the MTP head for speculative decoding. Resumable at any point. -# Conversion (only) needs python with: pip install torch safetensors huggingface_hub numpy -./coli convert --model /nvme/glm52_i4 # ~400 GB free on a real ext4/NVMe path - -# chat — RAM budget, expert cache and MTP are all detected automatically: -COLI_MODEL=/nvme/glm52_i4 ./coli chat +COLI_MODEL=/nvme/glm52_i4 ./coli chat # RAM budget, cache and MTP auto-detected +COLI_MODEL=/nvme/glm52_i4 ./coli plan # inspect the planned VRAM/RAM/disk placement +COLI_MODEL=/nvme/glm52_i4 ./coli doctor # read-only readiness check +./coli web --model /nvme/glm52_i4 # API + web dashboard on one port +./coli serve --model /nvme/glm52_i4 # OpenAI-compatible API only ``` -Inspect the planned storage hierarchy before loading the model: +The engine at runtime is pure C — python is only used by the one-time converter +and the optional API gateway. -```bash -COLI_MODEL=/nvme/glm52_i4 ./coli plan -COLI_MODEL=/nvme/glm52_i4 ./coli plan --gpu 0,1 --ram 128 --vram 48 --json +### 3. Go deeper -# apply the bounded plan to the normal runner -COLI_MODEL=/nvme/glm52_i4 ./coli chat --auto-tier -``` - -`coli plan` reads only safetensors headers and reports the model's exact dense/expert -footprint, runtime RAM reserve, safe expert-cache cap, and bounded VRAM hot tier. Its -versioned JSON output is intended to be shared by the CLI, API server, Web UI, and -desktop shell; it does not allocate model tensors or start inference. -`--auto-tier` applies the same plan to `chat`, `run`, `serve`, and benchmarks. It -sets the RAM budget and context immediately; the VRAM tier is enabled only when -the current `glm` binary is linked with CUDA. Explicit flags and environment -variables keep precedence over automatic values. - -Before loading the model, `coli doctor` performs a read-only readiness check and -explains whether the selected Disk/RAM/VRAM placement is runnable: - -```bash -COLI_MODEL=/nvme/glm52_i4 ./coli doctor -COLI_MODEL=/nvme/glm52_i4 ./coli doctor --gpu 0 --ram 128 --json -``` - -Doctor validates the model directory, config, tokenizer, safetensors headers, -engine executable, available RAM, requested NVIDIA devices, CUDA linkage, and the -same placement budget used by `coli plan`. It never starts `glm`, reads tensor -payloads, imports a model framework, or creates a CUDA context. The versioned JSON -report uses stable check IDs for automation. Warnings keep exit status 0; missing -requirements or an unsafe RAM projection return 1, while invalid CLI values return 2. - -The engine at runtime is pure C — python is only used by the one-time converter. - -### Windows 11 (native, no WSL) - -colibrì builds and runs natively on Windows 11 x86-64 with MinGW-w64. The port adds -a `_WIN32` compatibility layer in `c/compat.h` that maps POSIX I/O to the Windows API -(pread → ReadFile+OVERLAPPED, posix_fadvise no-op, aligned allocation, MoveFileEx rename, -GlobalMemoryStatusEx RAM detection). All platform differences stay in `compat.h`; the -engine source is unchanged. - -**Toolchain:** GCC via [winlibs](https://winlibs.com/) or MSYS2 MinGW-w64. Tested with -GCC 16.1.0 (x86_64-ucrt-posix-seh). - -```powershell -# One-time toolchain install (pick one): -scoop install mingw-winlibs # portable, no shell needed -# or: pacman -S mingw-w64-x86_64-gcc make # via MSYS2 - -# Build (from c/ directory): -make glm.exe # GLM-5.2 engine (static, no DLL dependencies) -make olmoe.exe # OLMoE engine (same shims) -make iobench.exe # disk I/O benchmark -make test-c # run C tests -make test-python # run Python tests (requires python) - -# AVX-VNNI: Intel Alder Lake+ (and Meteor Lake+) CPUs have a 128-bit int8 -# dot-product instruction (VPDPBUSD) the engine can use for ~1.3x faster -# quantized matmul. The x86-64-v3 default (portable AVX2) compiles it out; -# build for THIS machine to enable it: -make glm.exe ARCH=native # banner prints "idot: avx-vnni" - -# Verify (tiny model, 2.4 MB): -pip install torch transformers safetensors huggingface_hub -python tools/make_glm_oracle.py # generate tiny oracle -SNAP=./glm_tiny TF=1 ./glm.exe 64 16 16 # expect "32/32 positions" - -# Run with real model: -SNAP=D:\glm52_i4 ./glm.exe 64 4 16 # batch inference -python coli chat --model D:\glm52_i4 # interactive chat -python coli serve --model D:\glm52_i4 # OpenAI-compatible API -``` - -**Warmup (overnight cache priming):** the engine's expert cache learns from -your workload. The included `warmup.ps1` script runs `coli run` in a loop with -diverse prompts to build the `.coli_usage` histogram unattended, so the next -real session starts with a large, accurate hot-expert pin. Each run saves usage -atomically on clean completion. - -```powershell -.\warmup.ps1 -Rounds 1 -Ngen 32 # ~60-90 min, durable progress -``` - -**NVIDIA GPU (optional, via runtime DLL):** on Windows the engine is built with -MinGW gcc but CUDA kernels require MSVC + nvcc. The split is clean: build the -CUDA backend into a standalone `coli_cuda.dll` (nvcc + MSVC), then the host -`glm.exe` loads it at runtime via `LoadLibrary` (`c/backend_loader.c`). The host -never links cudart directly; if the DLL is absent the engine falls back to CPU -without error. - -```powershell -# Prerequisites: CUDA Toolkit + MSVC Build Tools (cl.exe) + nvcc on PATH. -# Build the DLL from a shell with the MSVC environment set (vcvars64.bat or -# "x64 Native Tools Command Prompt for VS"): -make cuda-dll CUDA_HOME="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.8" CUDA_ARCH=sm_120 - -# Build the host with the runtime loader (CUDA_DLL=1 adds -DCOLI_CUDA and -# links backend_loader.o instead of cudart): -make glm.exe CUDA_DLL=1 ARCH=native - -# Run with the GPU expert tier (8 GB VRAM budget here; scale to your free VRAM): -$env:COLI_CUDA="1"; $env:COLI_GPU="0"; $env:CUDA_EXPERT_GB="8" -python coli chat --model D:\glm52_i4 --topp 0.7 -``` - -The DLL exports 11 `extern "C"` symbols (`coli_cuda_init`, `coli_cuda_matmul`, -etc.); `backend_loader.c` resolves them via `GetProcAddress` on first use. -`ColiCudaTensor*` is opaque to the host (stored, never dereferenced), so the -MSVC-allocated struct is safe across the ABI boundary. `CUDA_ARCH` must match -your GPU's compute capability (e.g. `sm_120` for Blackwell / RTX 50-series, -`sm_89` for Ada / RTX 40-series). - -**Status:** Phase 1 complete (compiles, correct, static-linked). The Windows -GPU tier (runtime `coli_cuda.dll` via `LoadLibrary`) is implemented and -verified on RTX 50-series (sm_120). O_DIRECT (Phase 2) and full-model -validation against the transformers oracle remain separate workstreams. - -### OpenAI-compatible API - -`coli serve` keeps one model process loaded and exposes a text-only OpenAI-compatible -HTTP API. The gateway uses only the Python standard library; inference still runs in -the same dependency-free C engine. - -```bash -cd c -COLI_MODEL=/nvme/glm52_i4 COLI_API_KEY=local-secret ./coli serve \ - --host 127.0.0.1 --port 8000 --model-id glm-5.2-colibri - -curl http://127.0.0.1:8000/v1/chat/completions \ - -H 'Authorization: Bearer local-secret' \ - -H 'Content-Type: application/json' \ - -d '{ - "model": "glm-5.2-colibri", - "messages": [{"role": "user", "content": "Hello"}], - "stream": true - }' -``` - -Implemented endpoints are `GET /v1/models`, `GET /v1/models/{model}`, -`POST /v1/chat/completions`, and legacy `POST /v1/completions`. Chat and -completion requests support JSON responses, SSE streaming, usage counts, -`max_tokens`/`max_completion_tokens`, `temperature`, and `top_p`. The extension -`enable_thinking: true` enables GLM-5.2's reasoning block; the standard -`reasoning_effort` field also enables it unless set to `none`. - -The first version is deliberately text-only and serves one generation at a time: -the 744B model stays in one persistent process, so concurrent HTTP requests queue -instead of loading duplicate model copies. Tools, image/audio input, custom stop -sequences, log probabilities, and token penalties return an explicit error rather -than being silently ignored. The default bind address is localhost; set -`COLI_API_KEY` before exposing the server beyond the machine. - -Browser access from the Vite development server and Tauri local origins is enabled -by default. Repeat `--cors-origin https://your-ui.example` to allow another exact -origin, or use `--cors-origin '*'` only on a trusted local network. - -The engine owns one mutable KV context, so HTTP generation uses a bounded FIFO -admission queue instead of pretending to run unsafe parallel sequences. Configure it -with `--max-queue N` (default 8) and `--queue-timeout SECONDS` (default 300), or the -`COLI_MAX_QUEUE` / `COLI_QUEUE_TIMEOUT` environment variables. Saturated and timed-out -requests receive OpenAI-shaped HTTP 429 errors before streaming headers are sent. -`GET /health` exposes active/queued/completed/rejected counters, and successful -generation responses include `x-colibri-queue-wait-ms`. - -### Isolated KV contexts - -`coli serve --kv-slots N` allocates up to 16 independent sequence contexts. Requests -select one with the optional integer `cache_slot` field; ordinary OpenAI clients omit -it and keep the original slot 0 behavior. - -```json -{ - "model": "glm-5.2-colibri", - "messages": [{"role": "user", "content": "Continue this conversation"}], - "cache_slot": 1 -} -``` - -Each slot owns its token history, compressed MLA/DSA KV memory, MTP window, and -crash-safe persistence file (`.coli_kv`, `.coli_kv.1`, ...). The engine still executes -one sequence at a time; this establishes explicit KV ownership without pretending that -threaded HTTP is continuous batching. RAM admission accounts for every configured slot. -Use `COLI_KV_SLOTS=N` as the environment equivalent. Start with a small value: at the -default 4096-token context, every slot costs hundreds of MB. - -### Experimental Metal backend (Apple Silicon) - -On Apple Silicon the decode profile is matmul-bound, and unified memory removes the -PCIe copy tax that keeps CUDA's streaming experts on the CPU — so colibrì has an -opt-in Metal backend that runs the **routed-expert SwiGLU (batched, zero-copy from -the RAM slabs)**, the **fused decode attention** (full MLA layer in one command -buffer, S≤4), and **prefill's large GEMMs** on the GPU. Token-exact vs the CPU path. - -```bash -cd c -make glm METAL=1 # macOS only; no Xcode needed (shader compiles at runtime) -make metal-test # standalone kernel/attention correctness vs CPU reference -COLI_METAL=1 COLI_MODEL=/path/glm52_i4 ./coli chat --ram 96 -``` - -Measured on an M4 Max (128 GB, warm cache, MTP on): CPU 0.30 → Metal **0.42 tok/s (~1.4×)** -(best config adds `DIRECT=1`; ~3× vs this machine's first cold run). -Key design points: Metal's ~5 ms submit latency makes per-matmul dispatch a loss — -everything is batched into few command buffers per layer, and the resident experts' -GPU work is submitted *before* the missed experts' disk reads so I/O and compute -overlap. `COLI_METAL_GEMM_MIN` tunes the prefill GEMM row threshold (default 16). -Streaming, cache, MTP, DSA and the persistence formats are unchanged; every GPU -path falls back to the CPU per-block on any fault. Numerics are dequant→f32-MAC -(same as the CUDA tier); greedy outputs are byte-identical to the CPU engine. - -### Experimental resident CUDA backend - -colibrì includes an opt-in CUDA backend for model-resident tensors. Streaming -experts deliberately remain on the original CPU path for now: copying an expert -from NVMe to the GPU on every use would only replace the disk bottleneck with a -PCIe bottleneck. Resident quantized tensors are uploaded lazily once and reused. - -```bash -cd c -make cuda-test CUDA=1 # q8/q4/q2/f32 kernel correctness -make CUDA=1 -# optional dense-path experiment (hot experts are configured below) -COLI_CUDA=1 COLI_GPU=0 CUDA_DENSE=1 SNAP=/nvme/glm52_i4 ./glm 64 4 4 -``` - -Requirements: Linux, an NVIDIA driver, and a CUDA Toolkit under -`/usr/local/cuda` (override with `CUDA_HOME=/path/to/cuda`). `CUDA_ARCH=native` -builds for the GPU in the current machine; set an explicit architecture when -cross-compiling. Requesting CUDA with a CPU-only binary, an invalid device, or -an unavailable runtime fails at startup instead of silently falling back. - -The normal `make` build and runtime behavior are unchanged. CUDA defaults to an -expert-only accelerator. `CUDA_DENSE=1` additionally distributes resident -dense/attention projection tensors round-robin across the selected devices; -their projected footprint is reserved before the expert tier is placed. On six -RTX 5090s with a 150 GB expert tier, a warmed two-request/64-token GLM-5.2 run -improved from 1.650 to 2.157 aggregate tok/s (+30.8%) while retaining the full -expert tier. Treat this as an opt-in until the projected dense set and the 2 GB -per-device runtime reserve fit the target GPUs. -A measured `PIN` profile can promote its hottest experts into the persistent -VRAM tier while keeping the rest in RAM: - -```bash -STATS=stats.txt SNAP=/nvme/glm52_i4 ./glm 64 4 4 # collect routing frequencies first -COLI_CUDA=1 COLI_GPU=0 CUDA_EXPERT_GB=16 \ -PIN=stats.txt PIN_GB=160 SNAP=/nvme/glm52_i4 ./glm 64 4 4 -# multi-GPU expert tier, 150 GB total budget across six 32 GB devices -COLI_CUDA=1 COLI_GPUS=0,1,2,3,4,5 CUDA_EXPERT_GB=150 \ -CUDA_DENSE=1 PIN=stats.txt PIN_GB=300 RAM_GB=226 \ -SNAP=/nvme/glm52_i4 ./glm 64 4 4 -# large-RAM host: fill safe VRAM, then keep every remaining expert in RAM -COLI_CUDA=1 COLI_GPUS=0,1,2,3,4,5 CUDA_EXPERT_GB=auto \ -CUDA_DENSE=1 COLI_CUDA_ATTN=1 PIN=stats.txt PIN_GB=all RAM_GB=auto \ -SNAP=/nvme/glm52_i4 ./glm 64 4 4 -``` - -Selected experts are uploaded during startup, so capacity failures occur before -inference and the log reports their exact tensor footprint. The budget is clamped -against free VRAM after reserving the projected dense resident set and 2 GB of -runtime headroom per selected device. With `COLI_GPUS`, `CUDA_EXPERT_GB` is a -total budget across the device set; experts are assigned whole to the -least-loaded device that can hold them. Multi-GPU runs also default to -`PIN_FILL=1`: the measured hot set is placed first, then unused VRAM is filled -with zero-heat experts. `CUDA_RELEASE_HOST=1` (the multi-GPU default) releases -the RAM copy after a successful upload and reloads it from disk only if CUDA -later fails. Set either variable to `0` to restore the conservative behavior. -When host backing is released, placement is disjoint and staged: the hottest -prefix is loaded, uploaded to VRAM, and freed before the next-ranked suffix is -loaded into RAM. `PIN_GB` therefore describes the combined ranked set rather -than duplicate RAM and VRAM copies. On a 256 GB dual-socket host, moving from a -150 GB VRAM + 130 GB RAM placement to 150 GB VRAM + 150 GB RAM raised fixed-token -replay from 1.87 to 2.16 tok/s (+15.7%), reduced expert disk wait from 5.144s to -3.948s, and kept the projected RAM peak below `RAM_GB=226`. The cache cap adjusts -down automatically (54 to 40 in that run) so the larger pinned tier does not exceed -the process budget. Start lower on hosts with less available RAM. - -`CUDA_EXPERT_GB=auto` fills each selected device only up to its measured free -memory minus projected dense tensors and 2 GB of runtime headroom. `PIN_GB=all` -then loads every remaining routed expert into RAM, eliminating decode-time disk -misses when the host budget permits it. The regular `RAM_GB` guard still clamps -the per-layer working cache and rejects unsafe projections; this mode is intended -for dedicated high-memory inference hosts, not desktops running other workloads. -On a dedicated 251 GiB host with six RTX 5090s, this mode selected a 176.7 GB -VRAM expert tier and a 191.3 GB RAM tier (all 19,456 experts resident). The -mode also adapts the VRAM tier every 16 emitted tokens by swapping hot RAM -experts into existing GPU slots. A real 64-token greedy GLM-5.2 generation -measured **6.00 tok/s decode**, up from -2.20 tok/s end-to-end with the earlier 150 GB tier; expert hit rate was 100% -and disk wait was zero. Prompt prefill is reported separately. This is a -host-specific capacity result, not a portable default. - -Text-mode timing reports prefill separately from decode. The decode rate starts -after the prompt KV is built, so it is comparable to `REPLAY` throughput without -hiding time-to-first-token. -MTP speculation defaults off on CUDA because cold draft routes increase expert -traffic; an explicit `DRAFT=n` still overrides the default. - -On six RTX 5090 32 GB cards with GLM-5.2 int4, a 150 GB hot-first tier sustained -0.94 token/s over a 64-token varied prompt (87.8% expert hit rate), and reached -1.64 token/s on a warmed short prompt (99.3% hit rate). The same capacity filled -without routing heat managed only 0.29 token/s, so profile quality matters more -than raw VRAM capacity. These are single-run engineering measurements, not a -portable performance guarantee. - -Current limitations: devices use independent contexts and synchronous -host-staged activation copies—there is no P2P/NCCL dependency yet. Independent -expert groups execute concurrently across devices, but a single expert is not -sharded. The kernels are correctness-first custom kernels rather than -cuBLAS/Tensor Core kernels. - -For a reproducible backend A/B without the full checkpoint, generate the -deterministic 313M-parameter `glm_moe_dsa` fixture and run fixed-token replay: - -```bash -cd c -python tools/make_glm_bench_model.py --output /nvme/colibri-bench-medium --device cuda -python tools/benchmark_cuda_fixture.py --model /nvme/colibri-bench-medium --gpu 0 -``` - -The fixture has random weights and is not a language model. It exists only to -preserve the real MLA/MoE/streaming shapes and compare CPU streaming, dense-only -CUDA, CPU hot-store, and CUDA hot-expert execution with identical replay tokens. - -### Web interface - -`web/` contains a community-contributed browser UI (React + TypeScript, a pure -API client — it never touches the engine directly): - -```bash -cd web -npm ci && npm run dev # then point it at an OpenAI-compatible endpoint -``` - -It speaks the standard OpenAI Chat Completions protocol with SSE streaming, so it -works against the colibrì OpenAI-compatible server (in review, #21) or any other -compatible endpoint. Nothing leaves the endpoint you configure. The terminal -`coli chat` remains the first-class interface. - -Useful knobs (env or flags): `--temp T` token sampling temperature (default 0.7 + nucleus 0.90 — tuned for int4; 0 = greedy), `--topp 0.7` adaptive expert top-p (30–40% less disk), `--ngen N` max tokens per answer (`:more` in chat continues a truncated one), `--repin N` adapt RAM/VRAM hot experts every N emitted tokens, `AUTOPIN=0` disable the learning cache's auto-pin, `THINK=1` enable GLM-5.2's reasoning block, `DRAFT=n` MTP draft depth, `GRAMMAR=g.gbnf` grammar-forced drafts for constrained JSON/NDJSON output (`GRAMMAR_DRAFT=n` caps the forced span), `TF=1` teacher-forcing validation, `PILOT=1` router-lookahead disk prefetch (experimental — see below), `URING=1` Linux-only batched expert I/O (implies `PIPE=1`; also batches `PILOT_REAL`), `PIPE=0` disable the async expert-load pool (**default ON on Windows** — overlaps expert `pread` with the matmul so the CPU isn't idle waiting on the SSD; measured −18% disk service time), `RAM_GB=` claim more RAM for the expert cache than the conservative auto-detect (e.g. `RAM_GB=31` on a 32 GB host raises the cache cap and hit rate measurably), `CAP_RAISE=0` don't auto-grow the expert cache. - -### Resource policy - -`coli plan` reports the planned hot (VRAM), warm (RAM), and cold backing -(disk) tiers, the reason for each placement, and the expected bottleneck. The -default `--policy quality` and `--policy balanced` modes preserve checkpoint -quantization and router decisions unless `--topk` or `--topp` is passed; those -explicit lossy overrides print a warning and proceed. - -Auto-tier plans size OpenMP from physical cores and bind workers across cores. -Memory-bound quantized kernels can regress sharply when SMT siblings compete -for limited memory channels; explicit `OMP_*` settings always take precedence. - -```bash -coli plan --model /models/glm52_i4 --policy quality -coli run --auto-tier --policy quality "Explain MoE offloading" -# Explicit research-only router reduction: -coli run --policy experimental-fast --topk 4 "Benchmark prompt" -``` - -Disk is an immutable recovery source, not a normal decode target. If the plan -leaves cold expert bytes on disk, speed depends on cache hit rate; output -quality does not. - -Cold expert reads can use a deferred pipeline: resident RAM/VRAM experts execute -while missing experts are loaded in a bounded background I/O pool, then the -cold results join before the layer completes. The pool engages only under -`PIPE=1`; `PIPE_WORKERS=n` sets its worker count (default 8). Profiling reports -both disk service time and the smaller foreground-visible wait time so overlap -is explicit rather than credited as unexplained speedup. - -`--policy balanced` enables lossless live placement (`REPIN=64`). At safe -request boundaries, a per-layer LFRU score combines decaying session frequency -with recent access and replaces at most four sufficiently colder pinned -experts. `--policy quality` leaves live replacement off by default; `REPIN=0` -always disables it. Persistent `.coli_usage` history and session-local LFRU -state remain separate. - -For single-token q4 CPU experts, gate and up projections share one OpenMP -dispatch while retaining the same per-row AVX2/NEON arithmetic. This removes -one thread-team launch per RAM expert without activation requantization or a -lower-precision fallback. It is a stepping stone toward a persistent native -CPU expert pool, not a replacement for one. - -**The expert cache auto-sizes to your RAM** (since 2026-07-10): the engine now *raises* the LRU cap to fill your `--ram` budget instead of only lowering it. Before this fix a 128 GB machine ran with the same 8-experts/layer cache as a 16 GB one (issue #12) — **if you benchmarked colibrì before this date, rerun: your numbers were capped.** - -**Router-lookahead prefetch** (`PILOT=1`, experimental): GLM-5.2's expert routing is measurably predictable *ahead of time* — applying layer L+1's router to layer L's post-attention state recalls **71.6%** of the true top-8 (vs 41.3% for "same experts as last token"). `PILOT=1` uses this to issue next-layer expert readahead from a dedicated I/O thread while the current layer computes. On our dev box the disk is already ~80% saturated, so it measures neutral; on machines where compute and disk are balanced (like the Ryzen AI 9 in issue #12: 43% disk / 46% matmul) it should overlap real work — measurements welcome. - -**The learning cache**: the engine records which experts your usage actually routes to (`.coli_usage` next to the model, updated every turn) and at startup automatically pins the hottest ones in spare RAM. colibrì literally gets faster the more you use it. - -**Live tier adaptation** (`--repin N`, opt-in): at safe turn boundaries, a decaying -session heat map replaces cold pinned experts with hotter streamed experts. Replacement -loads the expert from disk into the existing RAM slot; GPU-backed slots immediately -refresh the same VRAM tier budget. A 25% hysteresis and a four-swap limit prevent tier -thrashing. Persistent `.coli_usage` remains the long-term signal and is not decayed. - -**Conversations reopen warm** (`.coli_kv`, since 2026-07-10): `coli chat` persists the compressed MLA KV-cache to disk after every turn (~182 KB/token, appended incrementally, crash-safe). Close the chat, reopen it tomorrow — the model still remembers the whole conversation and **zero re-prefill happens**: validated byte-identical to an uninterrupted session. `:reset` clears it, `KVSAVE=0` disables it. - -## Web dashboard - -One command serves the OpenAI-compatible API **and** the web console on the same port, then opens your browser when the engine is ready: - -```bash -cd web && npm install && npm run build # once -./coli web --model -``` - -What you get: - -- **Chat** with live metrics: a flashing token counter while generating, then tok/s, time-to-first-token, prompt→completion counts and queue wait; -- **Runtime panel**: your hardware (CPU, GPUs + VRAM, RAM, cores), the scheduler, and the live expert-tier bar — how many of the 19,456 experts sit in VRAM / RAM / disk right now; -- **Brain**: the whole model as a 76×256 cortex, one cell per expert. Colour = tier, brightness = routing heat, and the experts routed in each turn flash white and decay — you watch the model think. Hover any cell for its tier, heat and [measured topic affinity](https://github.com/JustVugg/colibri/issues/175) (specialists for code, Chinese, math, law… live in layers 11–22). - -The dashboard talks to the engine over two tiny protocol lines (`TIERS`, `EMAP`/`HITS`) and plain JSON endpoints — nothing heavier than the engine itself. - -## Got a better machine? Try it — here's what to expect - -colibrì was built on deliberately humble hardware (12 cores, 25 GB RAM, an older DRAM-less NVMe behind a WSL2 VHDX that measured ~1 GB/s random on *this* drive — note WSL2 VHDX is not inherently slow: a community 5090 box measured 10.5 GB/s O_DIRECT through one, [#101](https://github.com/JustVugg/colibri/issues/101)). **Every one of those constraints is a knob your machine can turn up.** The engine needs: Linux (or WSL2), macOS, or **Windows 11 natively (MinGW-w64)**; gcc with OpenMP, AVX2, ≥16 GB RAM, and the ~370 GB int4 model on a local NVMe (ext4/NTFS — never a network/9p mount). - -**How to test it, in order:** - -```bash -cd c && ./setup.sh # build + architecture self-test (expects 32/32) - -# 1) measure YOUR disk the way the engine uses it (parallel 19 MB random reads): -gcc -O2 -fopenmp iobench.c -o iobench -./iobench /path/to/glm52_i4/out-00069.safetensors 19 64 8 0 # buffered, 8 threads -./iobench /path/to/glm52_i4/out-00069.safetensors 19 64 8 1 # O_DIRECT (bypass cache) -# Caveat (#86): iobench reads a bounded ~1 GB shard, so buffered reads on a big-RAM box -# report the PAGE CACHE, not the disk. Use the O_DIRECT run (arg 1) for a true number, and -# run it on a shard you haven't touched this session (a prior buffered run caches its pages). -# On macOS there is no O_DIRECT — iobench uses F_NOCACHE, which stops *new* caching but can't -# evict pages a prior buffered run already resident-mapped, so a macOS "O_DIRECT" figure right -# after a buffered run still reads cache. Reboot or use a fresh shard for a real cold read. - -# 2) chat; watch the per-turn stats line (tok/s, expert hit-rate, RSS): -COLI_MODEL=/path/to/glm52_i4 ./coli chat - -# 3) record expert usage, then pin the hottest experts in your spare RAM: -STATS=stats.txt ./coli chat -PIN=stats.txt PIN_GB=20 ./coli chat # scale PIN_GB to your free RAM - -# 4) quality benchmarks (MMLU/HellaSwag/ARC): -./coli bench -``` - -**Back-of-envelope predictions** (decode is disk-bound: a cold token costs ~11.4 GB of expert reads; MTP speculation roughly halves the effective cost *once the cache is warm*; RAM turns cold reads into free cache hits): - -| machine | expected | +| topic | doc | |---|---| -| this dev box (WSL2 VHDX, ~1 GB/s, 25 GB RAM) | ~0.05–0.1 tok/s cold — proven baseline | -| native Linux, PCIe4 NVMe (~3–5 GB/s random), 32 GB | ~0.5–1 tok/s | -| PCIe5 NVMe or 2×NVMe RAID0 (~8–12 GB/s), 64 GB (PIN ~40 GB of hot experts) | ~2–4 tok/s | -| 128–256 GB RAM, 12 cores (hot experts cached) | ~2–4 tok/s — matmul-bound: ~80 GFLOP/token vs ~250 GFLOP/s of our AVX2 kernels | -| same RAM + 24–32 cores, or AVX-512/VNNI kernels | ~5–15 tok/s — interactive; kernel work is the multiplier | - -These are estimates, not measurements — if you run colibrì on serious hardware, **please open an issue with your numbers**: real datapoints from better machines are exactly what this project needs next. - -### Community benchmarks (measured) - -Real numbers from real machines, stock build (`setup.sh`, gcc 13), greedy decoding, `--ngen 32`, MTP active: - -| machine | disk (iobench, 19 MB × 64, 8 threads) | config | measured | -|---|---|---|---| -| Intel Core Ultra 7 270K Plus (24 threads) · WSL2 · 24 GB RAM · NVMe VHDX ([#2](https://github.com/JustVugg/colibri/issues/2)) | 1.96 GB/s buffered · 2.74 GB/s O_DIRECT | default | 0.07 tok/s · expert hit 3–4% · RSS 14.1 GB | -| 〃 | 〃 | `--topp 0.7` | **0.11 tok/s** · expert hit 11% · RSS 14.7 GB | -| Apple M5 Max (18 cores) · macOS · 128 GB unified · internal SSD ([#4](https://github.com/JustVugg/colibri/issues/4), [#5](https://github.com/JustVugg/colibri/issues/5)) | ~4 GB/s cold (the 14.2 GB/s reading was cache-influenced — see note) | default, MTP off | **1.06 tok/s** · expert hit 23% · RSS 21.8 GB | -| Apple M5 Max · macOS · 128 GB unified · 2 TB SSD · **Metal backend** ([#72](https://github.com/JustVugg/colibri/pull/72), [#87](https://github.com/JustVugg/colibri/issues/87)) | (macOS O_DIRECT figure unreliable — see note) | Metal on · `--ram 96` · 39.7 GB warm pin · MTP off | **1.83 tok/s** · expert hit 66% · warmed 1.11 → 1.83 over the run | -| 〃 · 46.9 GB pin (2.94M-selection history) · `--ram 110`, 1024-token run ([#103](https://github.com/JustVugg/colibri/issues/103)) | 〃 | Metal on (experts + attention) · MTP off | **2.06 tok/s** · hit 72.5% · coherent output · fastest datapoint yet (still on the pre-rebase Metal branch) | -| Mac Mini M4 Pro · macOS · **48 GB** unified · **Metal backend** ([#107](https://github.com/JustVugg/colibri/issues/107)) | 6.59 GB/s F_NOCACHE (fresh shard) | Metal on · `--ram 38` | **0.30 tok/s** (vs 0.18 CPU-only) — entry Apple Silicon on a third the RAM beats the 32-core 9950X row | -| Epyc 9654 ES · Linux · 4x16GB DDR5-4800-rdimm · Samsung PCIe Gen3 x4 NVME SSD | — | `MTP=1 DIRECT=1` | 0.31 tok/s · expert hit 35% · RSS 21.52 GB | -| Ryzen AI 9 HX 370 (Framework 13) · Arch Linux · 128 GB · WD SN850X, BTRFS zstd ([#12](https://github.com/JustVugg/colibri/issues/12)) | — | int8 MTP head · `--cap 32` · 46.7 GB auto-learned PIN | **0.37 tok/s** · expert hit 66% · MTP acceptance 52% (2.59 tok/fw) · RSS 105 GB | -| Ryzen 9 9950X (32 threads) · Linux · 123 GB · Crucial P3 QLC Gen3 ([#31](https://github.com/JustVugg/colibri/issues/31)) | 1.51 GB/s buffered | default, 2 runs from cold | 0.10 tok/s · hit 53% · profile 66% disk | -| 〃 same machine, model moved to a Samsung 9100 PRO PCIe 5.0 ([#31](https://github.com/JustVugg/colibri/issues/31)) | **8.81 GB/s** O_DIRECT | 〃 (usage history retained) | **0.28 tok/s** · hit 57% · profile flips: 32% disk / **57% matmul** | -| Ryzen AI Max+ 395 (Framework Desktop) · Ubuntu · 128 GB LPDDR5x · Intel Optane 905p PCIe 3.0 ([#39](https://github.com/JustVugg/colibri/issues/39)) | 3.27 GB/s buffered | int8 MTP head · fresh history (pure LRU, auto-raised cap 65) | 0.16 tok/s · hit 57% · profile 49% disk / 47% matmul | -| 〃 five runs later — learned pin 47.6 GB ([#39](https://github.com/JustVugg/colibri/issues/39)) | 〃 | `--temp 0.7 --topp 0.7` | **0.40 tok/s** · hit 71% · fastest non-Apple datapoint | -| Ryzen 7 9800X3D (16T) · WSL2 · 70 GB RAM · Samsung 9100 PRO PCIe 5.0 · RTX 5090 ([#101](https://github.com/JustVugg/colibri/issues/101)) | **10.51 GB/s** O_DIRECT | MTP off · learned pin 24 GB · hit 54% · OMP hot-team on | **0.41 tok/s** · disk-bound (36.5 s disk vs 24.0 s matmul) · **CUDA expert tier ≈ 0%** (AVX-512 CPU matches the 5090) · `--topp 0.7` → **0.52 tok/s** | -| EPYC 7443 (24C/48T, Zen3 AVX2) · Linux · **430 GB RAM** · NVMe RAID-Z1 via TrueNAS VM ([#104](https://github.com/JustVugg/colibri/issues/104)) | ~1 GB/s (VM overhead) | 77.5 GB pin · cap auto-raised to 194/layer · MTP off | **1.00 tok/s** · **hit 98%** · disk eliminated → **RAM-bandwidth + matmul bound** (no AVX-512/VNNI on Zen3) | -| Intel i5-12600K (10C/16T, AVX2) · **native Windows 11, no WSL** · 32 GB · MinGW GCC 16.1 ([#113](https://github.com/JustVugg/colibri/issues/113)) | buffered (no O_DIRECT on MinGW) | int8 MTP head · cold, small-RAM (cap ~2/layer) | **0.08 tok/s** · hit 3.7% · **MTP 57% acceptance** — first native-Windows datapoint, port validated | -| Ryzen 9 9950X3D2 (16C/32T, avx512-vnni) · native Linux · 121 GB · Samsung 9100 PRO **PCIe Gen5** · RTX 5090 (28 GB expert tier, 1475 pinned) ([#120](https://github.com/JustVugg/colibri/issues/120)) | **11.48 GB/s** O_DIRECT | `MTP=0 DIRECT=1 PIPE_WORKERS=16 PREFETCH=1` | **1.23 tok/s** · MTP-off wins disk-bound · fastest x86 datapoint yet | -| Ryzen AI Max+ 395 (Strix Halo, 16C/32T Zen5, avx512-vnni) · Arch Linux · 128 GB unified LPDDR5x · SK hynix P41 PCIe 4.0 ([#124](https://github.com/JustVugg/colibri/issues/124)) | — | `DIRECT=1 PIPE=1 --topp 0.7` · auto-pin | 0.06 cold → **1.10 tok/s** sustained · first Strix Halo / gfx1151 datapoint (unified memory: no discrete VRAM tier) | -| Intel Core Ultra 9 185H (16C/22T, avx-vnni) · **native Windows 11, no WSL** · 32 GB · Crucial P3 QLC NTFS · RTX 5070 Ti (unused) ([#128](https://github.com/JustVugg/colibri/issues/128)) | — | int8 MTP head · **with [#131](https://github.com/JustVugg/colibri/pull/131) (pipe + RAM fixes), warm cache, no GPU** | 0.03 cold → **0.5 tok/s** warm (~7-prompt warmup) · cache-warming on native Windows once the portability blockers are fixed — stock main hung on the `\r\n` READY sentinel before #131 | -| Dell Pro Max GB10 (DGX Spark: Grace 10×X925 + 10×A725, **aarch64 i8mm/sve2**) · Linux · 121 GB unified LPDDR5x · Dell OEM 4 TB NVMe · GB10 sm_121 ([#136](https://github.com/JustVugg/colibri/issues/136)) | **5.58 GB/s** O_DIRECT (NVIDIA-OEM unit in #76 was 10.74 — same platform, different SSD) | int8 MTP head · warm cache | 0.21 cold → **0.50 tok/s** warm · hit 83% · MTP 73% (3.20 tok/fw) · **matmul-bound** (matmul 130 s vs disk 58 s) — unified memory, CUDA placement tier neutral; the lever here is an i8mm compute kernel, not placement | - -Takeaways: with 24 GB of RAM the engine auto-caps the expert cache to 2 slots/layer, so decode stays cold even on a disk 2–2.7× faster than the dev box — **on small-RAM machines the RAM cap, not the disk, is the binding constraint**, exactly as the table above predicts; `--topp 0.7` alone bought a clean 1.6× end-to-end speedup. The M5 Max datapoint lands right on the table's second row: **~1 tok/s of a 744B model on a laptop SSD** — and its 14 GB/s disk shifts the bottleneck back to RAM budget and kernels. The Framework 13 rows are the cache thesis proven end-to-end on one machine: 0.29 → 0.37 tok/s (hit 28% → 66%, speculation finally engaging at 52% acceptance) just by giving the cache its RAM — int8 MTP head + a bigger cap + the learned pin. The cap part is now automatic (cap auto-raise, 2026-07-10). The 9950X pair is the cleanest bottleneck experiment yet — same machine, same history, only the disk swapped: ×5.8 disk bandwidth bought ×2.9 tokens, and the profile **flipped from 66% disk to 57% matmul**. But the crossover depends on the CPU kernel: the 9800X3D row ([#101](https://github.com/JustVugg/colibri/issues/101)) shows that with the OMP hot-team tuning on, the AVX-512 CPU matmul is fast enough that even a **10 GB/s NVMe stays disk-bound** — and there the **CUDA expert tier buys ≈ 0%**, because the CPU already matches the 5090 on expert matmul. The GPU tier earns its VRAM only when the CPU is the weak link, not by default. (Honest correction from #101: an earlier version of that report ran with the OMP tuning off, which manufactured a false matmul-bound crossover and a false +14% for CUDA — neither survived a clean re-run.) - -## Quality benchmark — help wanted - -**First measurement is in** ([#108](https://github.com/JustVugg/colibri/issues/108), thanks dnnspaul): the int4 container scored **62.5% mean acc_norm** on hellaswag/arc/mmlu (0-shot log-likelihood, n=40) — below the 85–95% published for full-precision GLM-5.2, but **the gap is not yet attributable to quantization.** Two confounds sit in the way: (1) 0-shot log-likelihood MC scoring badly underserves a *reasoning* model like GLM-5.2 (it never gets to think), so a large gap is expected even at fp16; (2) n=40 is ±14pp. The **decisive experiment** is the OLMoE fp16-vs-int4 A/B under this same harness (small enough to run both precisions) — that delta *is* the quantization cost with the scoring protocol cancelled out. Until it's run, 62.5% is a datapoint, not a verdict. - -The code is here and ready; one command runs it end to end (it auto-downloads the datasets on first use): - -```bash -cd c -pip install tokenizers datasets # in addition to the convert deps above -./coli bench # hellaswag, arc_challenge, mmlu — 40 questions each -./coli bench hellaswag --limit 200 # one task, more questions -./coli bench mmlu arc_challenge --ram 100 # pick tasks, set a RAM budget -``` - -It prints per-task accuracy (log-likelihood scoring, EleutherAI-harness style). **If you can run the OLMoE fp16-vs-int4 A/B (or a large-n GLM run), please open an issue with the numbers** — it's the measurement that turns 62.5% into either "int4 is fine, scoring artifact" or "quantization is the ceiling, grouped-scale is the priority." +| Benchmarks, community datapoints, quality measurements | [docs/benchmarks.md](docs/benchmarks.md) | +| Tuning knobs, policies, the learning cache, prefetch | [docs/tuning.md](docs/tuning.md) | +| Windows 11 native build (+ CUDA DLL) | [docs/windows.md](docs/windows.md) | +| CUDA backend, VRAM expert tier, full residency | [docs/cuda.md](docs/cuda.md) | +| Apple Silicon Metal backend | [docs/metal.md](docs/metal.md) | +| OpenAI-compatible API, KV slots, web dashboard | [docs/api.md](docs/api.md) | +| Grammar-forced drafts (structured output) | [docs/grammar-draft.md](docs/grammar-draft.md) | +| Environment variable inventory | [docs/ENVIRONMENT.md](docs/ENVIRONMENT.md) | ## Supporting the project -colibrì is a one-person project, written and tested entirely on a 12-core laptop with 25 GB of RAM — the numbers above are the ceiling of what I can measure at home. If this project is useful or interesting to you and you'd like to support its development (better test hardware translates *directly* into a faster engine for everyone: real NVMe scaling data, bigger pinned caches, int2/int3 quality sweeps on real benchmarks), you can: +colibrì started as a one-person project on a 12-core laptop with 25 GB of RAM; +today its numbers come from a community of real machines. If it's useful to you: - ⭐ star the repo and share it; -- 🐛 open issues with benchmark numbers from your hardware; -- 💬 reach out via GitHub issues if you'd like to sponsor development or donate hardware. - -Every contribution, from a datapoint to a disk, moves the ceiling. +- 🐛 open issues with benchmark numbers from your hardware — datapoints move + this project more than anything else; +- 💬 reach out via GitHub issues to sponsor development or donate hardware. ## Repo layout @@ -656,20 +209,20 @@ c/ ├── tools/ offline conversion, fixtures and benchmarks ├── scripts/ long-running conversion helpers └── tests/ dependency-free C and Python tests -web/ browser UI (pure OpenAI-API client, community-maintained) +web/ browser UI (pure OpenAI-API client) desktop/ Tauri v2 desktop shell wrapping the web UI +docs/ reference docs, experiments, media ``` The runtime path intentionally stays flat and readable: `glm.c` plus its small -headers. Auxiliary Python and shell tooling is grouped separately and is never a -runtime dependency of the engine. - -From the repository root, `make`, `make check`, and `make clean` delegate to the -engine Makefile. Existing commands run from `c/` continue to work unchanged. +headers. From the repository root, `make`, `make check`, and `make clean` +delegate to the engine Makefile. ## Why "colibrì" -The hummingbird weighs a few grams, hovers in place, and visits a thousand flowers a day. This engine keeps a 744-billion-parameter giant alive on hummingbird rations: 25 GB of RAM, twelve CPU cores, and a lot of disk patience. +The hummingbird weighs a few grams, hovers in place, and visits a thousand +flowers a day. This engine keeps a 744-billion-parameter giant alive on +hummingbird rations: 25 GB of RAM, twelve CPU cores, and a lot of disk patience. ## License diff --git a/docs/api.md b/docs/api.md new file mode 100644 index 0000000..c1f46d0 --- /dev/null +++ b/docs/api.md @@ -0,0 +1,100 @@ +# OpenAI-compatible API, KV contexts & web UI + +## `coli serve` + +`coli serve` keeps one model process loaded and exposes a text-only +OpenAI-compatible HTTP API. The gateway uses only the Python standard library; +inference still runs in the same dependency-free C engine. + +```bash +cd c +COLI_MODEL=/nvme/glm52_i4 COLI_API_KEY=local-secret ./coli serve \ + --host 127.0.0.1 --port 8000 --model-id glm-5.2-colibri + +curl http://127.0.0.1:8000/v1/chat/completions \ + -H 'Authorization: Bearer local-secret' \ + -H 'Content-Type: application/json' \ + -d '{ + "model": "glm-5.2-colibri", + "messages": [{"role": "user", "content": "Hello"}], + "stream": true + }' +``` + +Implemented endpoints are `GET /v1/models`, `GET /v1/models/{model}`, +`POST /v1/chat/completions`, and legacy `POST /v1/completions`. Chat and +completion requests support JSON responses, SSE streaming, usage counts, +`max_tokens`/`max_completion_tokens`, `temperature`, and `top_p`. The extension +`enable_thinking: true` enables GLM-5.2's reasoning block; the standard +`reasoning_effort` field also enables it unless set to `none`. + +The server is deliberately text-only and serves one generation at a time: the +744B model stays in one persistent process, so concurrent HTTP requests queue +instead of loading duplicate model copies. Tools, image/audio input, custom +stop sequences, log probabilities, and token penalties return an explicit error +rather than being silently ignored. The default bind address is localhost; set +`COLI_API_KEY` before exposing the server beyond the machine. + +Browser access from the Vite development server and Tauri local origins is +enabled by default. Repeat `--cors-origin https://your-ui.example` to allow +another exact origin, or use `--cors-origin '*'` only on a trusted local +network. + +The engine owns its KV contexts, so HTTP generation uses a bounded FIFO +admission queue instead of pretending to run unsafe parallel sequences. +Configure it with `--max-queue N` (default 8) and `--queue-timeout SECONDS` +(default 300), or the `COLI_MAX_QUEUE` / `COLI_QUEUE_TIMEOUT` environment +variables. Saturated and timed-out requests receive OpenAI-shaped HTTP 429 +errors before streaming headers are sent. `GET /health` exposes +active/queued/completed/rejected counters, and successful generation responses +include `x-colibri-queue-wait-ms`. + +## Isolated KV contexts + +`coli serve --kv-slots N` allocates up to 16 independent sequence contexts. +Requests select one with the optional integer `cache_slot` field; ordinary +OpenAI clients omit it and keep the original slot 0 behavior. + +```json +{ + "model": "glm-5.2-colibri", + "messages": [{"role": "user", "content": "Continue this conversation"}], + "cache_slot": 1 +} +``` + +Each slot owns its token history, compressed MLA/DSA KV memory, MTP window, and +crash-safe persistence file (`.coli_kv`, `.coli_kv.1`, ...). The engine matches +each request's tokenized prompt against the slot's history and reuses the common +KV prefix, so stateless HTTP turns keep their cache across requests and even +across engine restarts. Use `COLI_KV_SLOTS=N` as the environment equivalent. +Start small: at the default 4096-token context, every slot costs hundreds of MB. + +## Web dashboard + +One command serves the OpenAI-compatible API **and** the web console on the +same port, then opens your browser when the engine is ready: + +```bash +cd web && npm install && npm run build # once +./coli web --model +``` + +What you get: + +- **Chat** with live metrics: a flashing token counter while generating, then + tok/s, time-to-first-token, prompt→completion counts and queue wait; +- **Runtime panel**: your hardware (CPU, GPUs + VRAM, RAM, cores), the + scheduler, and the live expert-tier bar — how many of the 19,456 experts sit + in VRAM / RAM / disk right now; +- **Brain**: the whole model as a 76×256 cortex, one cell per expert. Colour = + tier, brightness = routing heat, and the experts routed in each turn flash + white and decay — you watch the model think. Hover any cell for its tier, + heat and [measured topic affinity](https://github.com/JustVugg/colibri/issues/175); +- **Atlas**: the measured expert atlas as a 3-D galaxy (publish `experts.json` + from `tools/expert_atlas/analyze.py --web`). + +The dashboard talks to the engine over a small line protocol and plain JSON +endpoints — nothing heavier than the engine itself. `web/` is a pure OpenAI-API +client (React + TypeScript) and also works against any other compatible +endpoint; the terminal `coli chat` remains the first-class interface. diff --git a/docs/benchmarks.md b/docs/benchmarks.md new file mode 100644 index 0000000..f9c83f2 --- /dev/null +++ b/docs/benchmarks.md @@ -0,0 +1,140 @@ +# Benchmarks & measured numbers + +Everything on this page is a measurement, not a promise. If you run colibrì on +hardware not listed here, **please open an issue with your numbers** — real +datapoints are what move this project. + +## Reference numbers (the original dev box: WSL2, 12 cores, 25 GB RAM, NVMe via VHDX) + +Detailed GPU experiment: [GLM-5.2 on 6× RTX 5090](experiments/glm52-6x5090-2026-07-12.md) — +full expert residency across VRAM+RAM reaches **6.84 tok/s** single-request decode. + +| metric | value | +|---|---| +| model on disk (int4 container) | ~370 GB | +| resident RAM (dense, int4) | 9.9 GB | +| load time | ~30 s | +| peak RSS during chat | ~20 GB (auto-capped) | +| cold decode cost | ~11 GB disk reads/token (75 layers × 8 experts) | +| disk ceiling (this dev box's drive) | ~1 GB/s → ~0.05–0.1 tok/s cold | +| MTP speculation (int8 head) | 2.2–2.8 tok/forward measured ([#8](https://github.com/JustVugg/colibri/issues/8)) | + +This is not fast. It is a 744B frontier-class model **answering correctly on a +machine that costs less than one H100 fan**. Warm cache, pinned hot experts and +MTP push the useful-response latency down considerably; the physics of the disk +does the rest. + +### SSD note + +Cold starts are heavy on random reads (~11 GB/token), but reads don't +meaningfully wear an SSD — colibrì's streaming is read-only. The real concerns +under heavy use are (1) **swap traffic** if the system runs out of RAM (writes +do wear the drive — keep a sane `--ram` budget; colibrì's auto-budget is designed +to stay clear of swap) and (2) **sustained thermals**: hours at full read duty +cycle will heat cheaper drives. Monitor drive temperature and health. + +## Test your machine, in order + +```bash +cd c && ./setup.sh # build + architecture self-test (expects 32/32) + +# 1) measure YOUR disk the way the engine uses it (parallel 19 MB random reads): +gcc -O2 -fopenmp iobench.c -o iobench +./iobench /path/to/glm52_i4/out-00069.safetensors 19 64 8 0 # buffered, 8 threads +./iobench /path/to/glm52_i4/out-00069.safetensors 19 64 8 1 # O_DIRECT (bypass cache) +# Caveat (#86): iobench reads a bounded ~1 GB shard, so buffered reads on a big-RAM box +# report the PAGE CACHE, not the disk. Use the O_DIRECT run (arg 1) for a true number, and +# run it on a shard you haven't touched this session (a prior buffered run caches its pages). +# On macOS there is no O_DIRECT — iobench uses F_NOCACHE, which stops *new* caching but can't +# evict pages a prior buffered run already resident-mapped, so a macOS "O_DIRECT" figure right +# after a buffered run still reads cache. Reboot or use a fresh shard for a real cold read. + +# 2) chat; watch the per-turn stats line (tok/s, expert hit-rate, RSS): +COLI_MODEL=/path/to/glm52_i4 ./coli chat + +# 3) record expert usage, then pin the hottest experts in your spare RAM: +STATS=stats.txt ./coli chat +PIN=stats.txt PIN_GB=20 ./coli chat # scale PIN_GB to your free RAM + +# 4) quality benchmarks (MMLU/HellaSwag/ARC): +./coli bench +``` + +## Back-of-envelope predictions + +Decode is disk-bound: a cold token costs ~11.4 GB of expert reads; MTP +speculation roughly halves the effective cost *once the cache is warm*; RAM +turns cold reads into free cache hits. + +| machine | expected | +|---|---| +| the dev box (WSL2 VHDX, ~1 GB/s, 25 GB RAM) | ~0.05–0.1 tok/s cold — proven baseline | +| native Linux, PCIe4 NVMe (~3–5 GB/s random), 32 GB | ~0.5–1 tok/s | +| PCIe5 NVMe or 2×NVMe RAID0 (~8–12 GB/s), 64 GB (PIN ~40 GB of hot experts) | ~2–4 tok/s | +| 128–256 GB RAM, 12 cores (hot experts cached) | ~2–4 tok/s — matmul-bound: ~80 GFLOP/token vs ~250 GFLOP/s of our AVX2 kernels | +| same RAM + 24–32 cores, or AVX-512/VNNI kernels | ~5–15 tok/s — interactive; kernel work is the multiplier | + +These are estimates, not measurements. + +## Community benchmarks (measured) + +Real numbers from real machines, stock build (`setup.sh`, gcc 13), greedy decoding, `--ngen 32`, MTP active: + +| machine | disk (iobench, 19 MB × 64, 8 threads) | config | measured | +|---|---|---|---| +| Intel Core Ultra 7 270K Plus (24 threads) · WSL2 · 24 GB RAM · NVMe VHDX ([#2](https://github.com/JustVugg/colibri/issues/2)) | 1.96 GB/s buffered · 2.74 GB/s O_DIRECT | default | 0.07 tok/s · expert hit 3–4% · RSS 14.1 GB | +| 〃 | 〃 | `--topp 0.7` | **0.11 tok/s** · expert hit 11% · RSS 14.7 GB | +| Apple M5 Max (18 cores) · macOS · 128 GB unified · internal SSD ([#4](https://github.com/JustVugg/colibri/issues/4), [#5](https://github.com/JustVugg/colibri/issues/5)) | ~4 GB/s cold (the 14.2 GB/s reading was cache-influenced — see note) | default, MTP off | **1.06 tok/s** · expert hit 23% · RSS 21.8 GB | +| Apple M5 Max · macOS · 128 GB unified · 2 TB SSD · **Metal backend** ([#72](https://github.com/JustVugg/colibri/pull/72), [#87](https://github.com/JustVugg/colibri/issues/87)) | (macOS O_DIRECT figure unreliable — see note) | Metal on · `--ram 96` · 39.7 GB warm pin · MTP off | **1.83 tok/s** · expert hit 66% · warmed 1.11 → 1.83 over the run | +| 〃 · 46.9 GB pin (2.94M-selection history) · `--ram 110`, 1024-token run ([#103](https://github.com/JustVugg/colibri/issues/103)) | 〃 | Metal on (experts + attention) · MTP off | **2.06 tok/s** · hit 72.5% · coherent output | +| Mac Mini M4 Pro · macOS · **48 GB** unified · **Metal backend** ([#107](https://github.com/JustVugg/colibri/issues/107)) | 6.59 GB/s F_NOCACHE (fresh shard) | Metal on · `--ram 38` | **0.30 tok/s** (vs 0.18 CPU-only) | +| Epyc 9654 ES · Linux · 4x16GB DDR5-4800-rdimm · Samsung PCIe Gen3 x4 NVME SSD | — | `MTP=1 DIRECT=1` | 0.31 tok/s · expert hit 35% · RSS 21.52 GB | +| Ryzen AI 9 HX 370 (Framework 13) · Arch Linux · 128 GB · WD SN850X, BTRFS zstd ([#12](https://github.com/JustVugg/colibri/issues/12)) | — | int8 MTP head · `--cap 32` · 46.7 GB auto-learned PIN | **0.37 tok/s** · expert hit 66% · MTP acceptance 52% (2.59 tok/fw) · RSS 105 GB | +| Ryzen 9 9950X (32 threads) · Linux · 123 GB · Crucial P3 QLC Gen3 ([#31](https://github.com/JustVugg/colibri/issues/31)) | 1.51 GB/s buffered | default, 2 runs from cold | 0.10 tok/s · hit 53% · profile 66% disk | +| 〃 same machine, model moved to a Samsung 9100 PRO PCIe 5.0 ([#31](https://github.com/JustVugg/colibri/issues/31)) | **8.81 GB/s** O_DIRECT | 〃 (usage history retained) | **0.28 tok/s** · hit 57% · profile flips: 32% disk / **57% matmul** | +| Ryzen AI Max+ 395 (Framework Desktop) · Ubuntu · 128 GB LPDDR5x · Intel Optane 905p PCIe 3.0 ([#39](https://github.com/JustVugg/colibri/issues/39)) | 3.27 GB/s buffered | int8 MTP head · fresh history (pure LRU, auto-raised cap 65) | 0.16 tok/s · hit 57% · profile 49% disk / 47% matmul | +| 〃 five runs later — learned pin 47.6 GB ([#39](https://github.com/JustVugg/colibri/issues/39)) | 〃 | `--temp 0.7 --topp 0.7` | **0.40 tok/s** · hit 71% | +| Ryzen 7 9800X3D (16T) · WSL2 · 70 GB RAM · Samsung 9100 PRO PCIe 5.0 · RTX 5090 ([#101](https://github.com/JustVugg/colibri/issues/101)) | **10.51 GB/s** O_DIRECT | MTP off · learned pin 24 GB · hit 54% · OMP hot-team on | **0.41 tok/s** · disk-bound (36.5 s disk vs 24.0 s matmul) · **CUDA expert tier ≈ 0%** (AVX-512 CPU matches the 5090) · `--topp 0.7` → **0.52 tok/s** | +| EPYC 7443 (24C/48T, Zen3 AVX2) · Linux · **430 GB RAM** · NVMe RAID-Z1 via TrueNAS VM ([#104](https://github.com/JustVugg/colibri/issues/104)) | ~1 GB/s (VM overhead) | 77.5 GB pin · cap auto-raised to 194/layer · MTP off | **1.00 tok/s** · **hit 98%** · disk eliminated → **RAM-bandwidth + matmul bound** | +| Intel i5-12600K (10C/16T, AVX2) · **native Windows 11, no WSL** · 32 GB · MinGW GCC 16.1 ([#113](https://github.com/JustVugg/colibri/issues/113)) | buffered (no O_DIRECT on MinGW) | int8 MTP head · cold, small-RAM (cap ~2/layer) | **0.08 tok/s** · hit 3.7% · **MTP 57% acceptance** — first native-Windows datapoint | +| Ryzen 9 9950X3D2 (16C/32T, avx512-vnni) · native Linux · 121 GB · Samsung 9100 PRO **PCIe Gen5** · RTX 5090 (28 GB expert tier, 1475 pinned) ([#120](https://github.com/JustVugg/colibri/issues/120)) | **11.48 GB/s** O_DIRECT | `MTP=0 DIRECT=1 PIPE_WORKERS=16 PREFETCH=1` | **1.23 tok/s** | +| Ryzen AI Max+ 395 (Strix Halo, 16C/32T Zen5, avx512-vnni) · Arch Linux · 128 GB unified LPDDR5x · SK hynix P41 PCIe 4.0 ([#124](https://github.com/JustVugg/colibri/issues/124)) | — | `DIRECT=1 PIPE=1 --topp 0.7` · auto-pin | 0.06 cold → **1.10 tok/s** sustained · later **1.83 tok/s** on current dev with `DIRECT=1 PIPE=1 PILOT_REAL=1 PILOT_TWO=1` ([#200](https://github.com/JustVugg/colibri/issues/200)) | +| Intel Core Ultra 9 185H (16C/22T, avx-vnni) · **native Windows 11, no WSL** · 32 GB · Crucial P3 QLC NTFS · RTX 5070 Ti ([#128](https://github.com/JustVugg/colibri/issues/128), [#273](https://github.com/JustVugg/colibri/issues/273)) | — | int8 MTP head · warm cache · GPU-resident pipeline at decode | 0.03 cold → 0.5 warm CPU → **1.07 tok/s** with the pipe2 decode gate (#274) | +| Dell Pro Max GB10 (DGX Spark: Grace, **aarch64 i8mm/sve2**) · Linux · 121 GB unified LPDDR5x · GB10 sm_121 ([#136](https://github.com/JustVugg/colibri/issues/136), [#161](https://github.com/JustVugg/colibri/issues/161)) | **5.58 GB/s** O_DIRECT | int8 MTP head · warm cache | 0.50 tok/s warm · **2.4 tok/s full-k8**, **3.33 tok/s** with `CACHE_ROUTE` (#199) | +| **6 × RTX 5090 · dual Xeon Silver 4510 · 251 GB** (author's rig, [experiment log](experiments/glm52-6x5090-2026-07-12.md)) | NVMe | `CUDA_EXPERT_GB=auto PIN_GB=all` full residency · `COLI_CUDA_PIPE=2 TC_W4A16` · DRAFT=0 | **5.8–6.8 tok/s** decode · TTFT ~13 s · hit 89–100% | + +### Takeaways + +With 24 GB of RAM the engine auto-caps the expert cache to 2 slots/layer, so +decode stays cold even on a fast disk — **on small-RAM machines the RAM cap, not +the disk, is the binding constraint**; `--topp 0.7` alone bought a clean 1.6× +end-to-end speedup. The 9950X pair is the cleanest bottleneck experiment: same +machine, same history, only the disk swapped — ×5.8 disk bandwidth bought ×2.9 +tokens, and the profile **flipped from 66% disk to 57% matmul**. But the +crossover depends on the CPU kernel: with OMP hot-team tuning on, an AVX-512 CPU +can match an RTX 5090 on expert matmul ([#101](https://github.com/JustVugg/colibri/issues/101)), +so **the GPU tier earns its VRAM only when the CPU is the weak link**. On +multi-socket hosts, NUMA placement is a further lever: interleaving the resident +weights across nodes measured **+13% (2-socket) and +40% (4-socket CPU-only)** +([#82](https://github.com/JustVugg/colibri/issues/82)) — but never blanket-interleave +a GPU host (measured 10× regression via the DMA staging pages). + +## Quality benchmark + +**Measured** ([#108](https://github.com/JustVugg/colibri/issues/108)): the int4 +container scored **62.5% mean acc_norm** on hellaswag/arc/mmlu (0-shot +log-likelihood, n=40) — but 0-shot MC scoring underserves a reasoning model, and +the OLMoE fp16-vs-int4 A/B under the same harness measured the pure quantization +cost at **-8.2pp**, concentrated on the hardest task (per-row int4 scales erode +the small logit margins hard questions depend on — grouped scales recover ~63% +of that loss, see [#225](https://github.com/JustVugg/colibri/issues/225)). The +scale-granularity/rotation/lattice ablation lives in +`tools/quant_ablation.py` ([#81](https://github.com/JustVugg/colibri/issues/81)). + +```bash +cd c +pip install tokenizers datasets +./coli bench # hellaswag, arc_challenge, mmlu — 40 questions each +./coli bench hellaswag --limit 200 # one task, more questions +./coli bench mmlu arc_challenge --ram 100 # pick tasks, set a RAM budget +``` diff --git a/docs/cuda.md b/docs/cuda.md new file mode 100644 index 0000000..fab477d --- /dev/null +++ b/docs/cuda.md @@ -0,0 +1,104 @@ +# CUDA backend (Linux) + +colibrì includes an opt-in CUDA backend for model-resident tensors. Streaming +experts deliberately remain on the original CPU path: copying an expert from +NVMe to the GPU on every use would only replace the disk bottleneck with a PCIe +bottleneck. Resident quantized tensors are uploaded lazily once and reused. + +```bash +cd c +make cuda-test CUDA=1 # q8/q4/q2/f32 kernel correctness +make CUDA=1 +# optional dense-path experiment (hot experts are configured below) +COLI_CUDA=1 COLI_GPU=0 CUDA_DENSE=1 SNAP=/nvme/glm52_i4 ./glm 64 4 4 +``` + +Requirements: Linux, an NVIDIA driver, and a CUDA Toolkit under +`/usr/local/cuda` (override with `CUDA_HOME=/path/to/cuda`). +`CUDA_ARCH=native` builds for the GPU in the current machine. Requesting CUDA +with a CPU-only binary, an invalid device, or an unavailable runtime fails at +startup instead of silently falling back. For Windows, see +[windows.md](windows.md) (runtime DLL path). + +## The VRAM expert tier + +A measured `PIN` profile promotes its hottest experts into a persistent VRAM +tier while keeping the rest in RAM: + +```bash +STATS=stats.txt SNAP=/nvme/glm52_i4 ./glm 64 4 4 # collect routing frequencies first +COLI_CUDA=1 COLI_GPU=0 CUDA_EXPERT_GB=16 \ +PIN=stats.txt PIN_GB=160 SNAP=/nvme/glm52_i4 ./glm 64 4 4 + +# multi-GPU expert tier, 150 GB total budget across six 32 GB devices +COLI_CUDA=1 COLI_GPUS=0,1,2,3,4,5 CUDA_EXPERT_GB=150 \ +CUDA_DENSE=1 PIN=stats.txt PIN_GB=300 RAM_GB=226 \ +SNAP=/nvme/glm52_i4 ./glm 64 4 4 + +# large-RAM host: fill safe VRAM, then keep every remaining expert in RAM +COLI_CUDA=1 COLI_GPUS=0,1,2,3,4,5 CUDA_EXPERT_GB=auto \ +CUDA_DENSE=1 COLI_CUDA_ATTN=1 PIN=stats.txt PIN_GB=all RAM_GB=auto \ +SNAP=/nvme/glm52_i4 ./glm 64 4 4 +``` + +Selected experts are uploaded during startup, so capacity failures occur before +inference. The budget is clamped against free VRAM after reserving the projected +dense resident set and 2 GB of runtime headroom per device. With `COLI_GPUS`, +`CUDA_EXPERT_GB` is a total budget across the device set; experts are assigned +whole to the least-loaded device that can hold them. Multi-GPU runs default to +`PIN_FILL=1` (measured hot set first, then unused VRAM filled with zero-heat +experts) and `CUDA_RELEASE_HOST=1` (RAM copy released after upload, reloaded +from disk only if CUDA later fails). + +`CUDA_EXPERT_GB=auto` fills each device up to measured free memory minus +projected dense tensors and headroom. `PIN_GB=all` then loads the remaining +routed experts into RAM **up to the `--ram` budget** (it clamps — [#229](https://github.com/JustVugg/colibri/issues/229)), +eliminating decode-time disk misses when capacity permits. This mode is intended +for dedicated high-memory inference hosts. + +### Full-residency reference result (6× RTX 5090, 251 GiB host) + +`CUDA_EXPERT_GB=auto PIN_GB=all` selected a 176.7 GB VRAM tier + 191.3 GB RAM +tier (all 19,456 experts resident), adapting the VRAM tier every 16 tokens. +With the GPU-resident pipeline (`COLI_CUDA_PIPE=2`) and Tensor-Core W4A16 +dispatch (`COLI_CUDA_TC_W4A16=1`), 96-token greedy decode measured +**5.8–6.8 tok/s** (TTFT ~13 s; 1571-token prefill ~122 s then 4.2 tok/s). +Full experiment log: [experiments/glm52-6x5090-2026-07-12.md](experiments/glm52-6x5090-2026-07-12.md). +These are host-specific capacity results, not portable defaults. + +## The GPU-resident pipeline (`COLI_CUDA_PIPE`) + +`COLI_CUDA_PIPE=2` keeps the residual stream on-device across layers: rmsnorms, +residual adds, router GEMMs and the shared expert run on the GPU while the CPU +expert loop runs uninterrupted, with batched attention and grouped expert +uploads at prefill. On a single-GPU host this also pays at decode (S=1): +**+49%** measured on a 5070 Ti ([#273](https://github.com/JustVugg/colibri/issues/273)/#274); +on multi-GPU hosts the per-layer P2P hops cancel the gain, so the decode gate is +device-count aware. `COLI_CUDA_TC_W4A16=1` enables Tensor-Core int4×fp16 mixed +dispatch for batched rows (pays at ≥16 rows). + +## Notes and limitations + +- Text-mode timing reports prefill separately from decode. +- MTP speculation defaults off on CUDA (cold draft routes increase expert + traffic); explicit `DRAFT=n` overrides. Since #294, `SPEC_PIN=1` keeps + draft/verify kernels consistent when speculation is on. +- Devices use independent contexts; a single expert is not sharded. Kernels are + correctness-first custom kernels. +- Profile quality matters more than raw VRAM capacity: the same 150 GB tier + measured 0.94–1.64 tok/s hot-first vs 0.29 tok/s filled without routing heat. +- The GPU tier earns its VRAM only when the CPU is the weak link — a tuned + AVX-512 CPU can match a 5090 on expert matmul + ([#101](https://github.com/JustVugg/colibri/issues/101)). + +## Reproducible backend A/B without the full checkpoint + +```bash +cd c +python tools/make_glm_bench_model.py --output /nvme/colibri-bench-medium --device cuda +python tools/benchmark_cuda_fixture.py --model /nvme/colibri-bench-medium --gpu 0 +``` + +The 313M-parameter fixture has random weights and is not a language model. 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z!v5dNnEZd|;3m*>FkG>+v;S{K&Xaz3{k&ZY-+0?7{+D?BTe;r;qc_pXi5ZFc7r~GC z$SLYS*EGyQ6sRv@D=PLF7~C`P#N=O=t#Pfg$|_g*V^^22dwz-kXwi^6R5NNldIu^p zHuN)2ef-~Bd}k5k2TUjxsus+h9NkIyzeHW*+O7o5ioH70!O00(IzXkOqP*g7^}k*s zGW_wMo~(u`y_5j!dv+t?%LCQ_3J)85bs?G_>VuN)QAK?rAmN@y_oV+ZeZ`&#m;YeD zqjRG_sY^XT!qd!-;$Nj2V{65gVSiDt3&@&D%f`S}~wXllB+kw-GA z^wY)BxAz^^h;P;!`2W}9j|4)SEPqXVLB=E^>Y;xBm7@V&ruNFl&(HrG8QsdEf`h&a zsLwK8^_E6i8P`Lxpg;+!d$%vuA8}CW^zY_m@)8F8q$?_Y8{$gbXWxNxSSH;6YP#G^7 z8UCd|KQmGMr_o!ma-pv^=w`f=e!j?+n9uZx11O~_(mmY$+-;tI%jVxV`DTPHE5M)z zNtk1}x#*Met9(~28{55dotL+Ote7&xlw6?qzoxWF>!mZC^nW+b25|AClIT+l$IyPu zV-DUu*cM*KNB_p66&;Rq8{|t!~2n#RK|9ThgVog+q2*> z<)r@^D4zOZBr9914n7WphgjXWV7iqNY~r;mmehptx+NZYJ>Z z+C=_$j6dL^vZO|I>-G3`z&{yr}o6Q@{t&}pgaU-6IgRaAJ| zb342KeU!KQFnG;ub#N)!*o{bYw=)X=lvn1#V` | claim more RAM for the expert cache than the conservative auto-detect | +| `PIN=stats PIN_GB=g` | pin the hottest experts from a measured usage profile | +| `DRAFT=n` | MTP draft depth (0 disables speculation) | +| `GRAMMAR=g.gbnf` | grammar-forced drafts for constrained JSON/NDJSON output ([docs](grammar-draft.md)) | +| `THINK=1` | enable GLM-5.2's reasoning block | +| `PILOT=1` | router-lookahead disk prefetch (see below) | +| `URING=1` | Linux-only batched expert I/O (implies `PIPE=1`) | +| `PIPE=0` | disable the async expert-load pool (default ON — overlaps `pread` with matmul, −18% disk service) | +| `DIRECT=1` | O_DIRECT expert reads (measured **+65%** alone on a Strix Halo, [#200](https://github.com/JustVugg/colibri/issues/200)) | +| `COLI_NUMA=1` | interleave resident weights across NUMA nodes on multi-socket hosts ([#82](https://github.com/JustVugg/colibri/issues/82)) | +| `CACHE_ROUTE=1` | cache-aware max-rank routing (opt-in, [#199](https://github.com/JustVugg/colibri/issues/199)) | +| `AUTOPIN=0` | disable the learning cache's auto-pin | +| `CAP_RAISE=0` | don't auto-grow the expert cache | +| `KVSAVE=0` | disable KV-cache persistence | +| `TF=1` | teacher-forcing validation | + +## Resource policy + +`coli plan` reports the planned hot (VRAM), warm (RAM), and cold backing (disk) +tiers, the reason for each placement, and the expected bottleneck. The default +`--policy quality` and `--policy balanced` modes preserve checkpoint quantization +and router decisions unless `--topk` or `--topp` is passed; those explicit lossy +overrides print a warning and proceed. + +Auto-tier plans size OpenMP from physical cores and bind workers across cores. +Memory-bound quantized kernels can regress sharply when SMT siblings compete for +limited memory channels; explicit `OMP_*` settings always take precedence. + +```bash +coli plan --model /models/glm52_i4 --policy quality +coli run --auto-tier --policy quality "Explain MoE offloading" +# Explicit research-only router reduction: +coli run --policy experimental-fast --topk 4 "Benchmark prompt" +``` + +Disk is an immutable recovery source, not a normal decode target. If the plan +leaves cold expert bytes on disk, speed depends on cache hit rate; output quality +does not. + +Cold expert reads can use a deferred pipeline: resident RAM/VRAM experts execute +while missing experts are loaded in a bounded background I/O pool, then the cold +results join before the layer completes. The pool engages only under `PIPE=1`; +`PIPE_WORKERS=n` sets its worker count (default 8). Profiling reports both disk +service time and the smaller foreground-visible wait time so overlap is explicit. + +`--policy balanced` enables lossless live placement (`REPIN=64`). At safe request +boundaries, a per-layer LFRU score combines decaying session frequency with recent +access and replaces at most four sufficiently colder pinned experts. `--policy +quality` leaves live replacement off by default; `REPIN=0` always disables it. + +## The learning cache + +The engine records which experts your usage actually routes to (`.coli_usage` +next to the model, updated every turn) and at startup automatically pins the +hottest ones in spare RAM — colibrì literally gets faster the more you use it. +`PIN=auto` seeds the pin directly from the live usage history +([#301](https://github.com/JustVugg/colibri/pull/301)). + +**The expert cache auto-sizes to your RAM** (since 2026-07-10): the engine +*raises* the LRU cap to fill your `--ram` budget instead of only lowering it. +If you benchmarked colibrì before that date, rerun — your numbers were capped. + +**Live tier adaptation** (`--repin N`, opt-in): at safe turn boundaries, a +decaying session heat map replaces cold pinned experts with hotter streamed +experts. A 25% hysteresis and a four-swap limit prevent tier thrashing. +Persistent `.coli_usage` remains the long-term signal and is not decayed. + +## Router-lookahead prefetch (`PILOT=1`, experimental) + +GLM-5.2's expert routing is measurably predictable *ahead of time* — applying +layer L+1's router to layer L's post-attention state recalls **71.6%** of the +true top-8 (vs 41.3% for "same experts as last token"). `PILOT=1` issues +next-layer expert readahead from a dedicated I/O thread while the current layer +computes. `PILOT_REAL=1` moves the prefetched loads off the critical path +(measured +11pp hit rate on a big-cache host), and `PILOT_TWO=1` folds the +computed shared-expert into the prediction (+3% recall, +[#200](https://github.com/JustVugg/colibri/issues/200)). On disk-saturated +hosts hint-only PILOT can be net negative — measure on yours. + +## Speculation and reproducibility + +Speculative decoding requires that the draft and verify paths compute the same +function — `SPEC_PIN=1` (default since [#294](https://github.com/JustVugg/colibri/pull/294)) +pins every forward issued while drafts are live to the platform's S=1 kernel +family. For byte-exact reproducibility across runs: `DRAFT=0`, plus `IDOT=0 +COLI_CUDA=0` if you also want kernel-family/GPU independence. Acceptance +percentages are not comparable across engine versions under `--topp` +([#163](https://github.com/JustVugg/colibri/issues/163) has the full story). + +## Conversations reopen warm + +`coli chat` persists the compressed MLA KV-cache to disk after every turn +(`.coli_kv`, ~182 KB/token, appended incrementally, crash-safe). Close the chat, +reopen it tomorrow — the model still remembers the whole conversation and **zero +re-prefill happens**: validated byte-identical to an uninterrupted session. +`:reset` clears it, `KVSAVE=0` disables it. diff --git a/docs/windows.md b/docs/windows.md new file mode 100644 index 0000000..94a4f69 --- /dev/null +++ b/docs/windows.md @@ -0,0 +1,90 @@ +# Windows 11 (native, no WSL) + +colibrì builds and runs natively on Windows 11 x86-64 with MinGW-w64. The port +adds a `_WIN32` compatibility layer in `c/compat.h` that maps POSIX I/O to the +Windows API (pread → ReadFile+OVERLAPPED, posix_fadvise no-op, aligned +allocation, MoveFileEx rename, GlobalMemoryStatusEx RAM detection). All platform +differences stay in `compat.h`; the engine source is unchanged. + +**Toolchain:** GCC via [winlibs](https://winlibs.com/) or MSYS2 MinGW-w64. +Tested with GCC 16.1.0 (x86_64-ucrt-posix-seh). + +```powershell +# One-time toolchain install (pick one): +scoop install mingw-winlibs # portable, no shell needed +# or: pacman -S mingw-w64-x86_64-gcc make # via MSYS2 + +# Build (from c/ directory): +make glm.exe # GLM-5.2 engine (static, no DLL dependencies) +make olmoe.exe # OLMoE engine (same shims) +make iobench.exe # disk I/O benchmark +make test-c # run C tests +make test-python # run Python tests (requires python) + +# AVX-VNNI: Intel Alder Lake+ (and Meteor Lake+) CPUs have a 128-bit int8 +# dot-product instruction (VPDPBUSD) the engine can use for ~1.3x faster +# quantized matmul. The x86-64-v3 default (portable AVX2) compiles it out; +# build for THIS machine to enable it: +make glm.exe ARCH=native # banner prints "idot: avx-vnni" + +# Verify (tiny model, 2.4 MB): +pip install torch transformers safetensors huggingface_hub +python tools/make_glm_oracle.py # generate tiny oracle +SNAP=./glm_tiny TF=1 ./glm.exe 64 16 16 # expect "32/32 positions" + +# Run with real model: +SNAP=D:\glm52_i4 ./glm.exe 64 4 16 # batch inference +python coli chat --model D:\glm52_i4 # interactive chat +python coli serve --model D:\glm52_i4 # OpenAI-compatible API +``` + +> Windows Store's `python` alias stub is the single most common native-Windows +> trap: install real Python (python.org or `winget install Python.Python.3.12`) +> or disable the alias under *Settings → Apps → App execution aliases*. + +## Warmup (overnight cache priming) + +The engine's expert cache learns from your workload. The included `warmup.ps1` +script runs `coli run` in a loop with diverse prompts to build the +`.coli_usage` histogram unattended, so the next real session starts with a +large, accurate hot-expert pin. Each run saves usage atomically on clean +completion. + +```powershell +.\warmup.ps1 -Rounds 1 -Ngen 32 # ~60-90 min, durable progress +``` + +## NVIDIA GPU (optional, via runtime DLL) + +On Windows the engine is built with MinGW gcc but CUDA kernels require MSVC + +nvcc. The split is clean: build the CUDA backend into a standalone +`coli_cuda.dll` (nvcc + MSVC), then the host `glm.exe` loads it at runtime via +`LoadLibrary` (`c/backend_loader.c`). The host never links cudart directly; if +the DLL is absent the engine falls back to CPU without error. + +```powershell +# Prerequisites: CUDA Toolkit + MSVC Build Tools (cl.exe) + nvcc on PATH. +# Build the DLL from a shell with the MSVC environment set (vcvars64.bat or +# "x64 Native Tools Command Prompt for VS"): +make cuda-dll CUDA_HOME="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.8" CUDA_ARCH=sm_120 + +# Build the host with the runtime loader (CUDA_DLL=1 adds -DCOLI_CUDA and +# links backend_loader.o instead of cudart): +make glm.exe CUDA_DLL=1 ARCH=native + +# Run with the GPU expert tier (8 GB VRAM budget here; scale to your free VRAM): +$env:COLI_CUDA="1"; $env:COLI_GPU="0"; $env:CUDA_EXPERT_GB="8" +python coli chat --model D:\glm52_i4 --topp 0.7 +``` + +The DLL exports the full `extern "C"` surface (including the #111 pipeline ABI); +`backend_loader.c` resolves symbols via `GetProcAddress` on first use. +`ColiCudaTensor*` is opaque to the host (stored, never dereferenced), so the +MSVC-allocated struct is safe across the ABI boundary. `CUDA_ARCH` must match +your GPU's compute capability (e.g. `sm_120` for Blackwell / RTX 50-series, +`sm_89` for Ada / RTX 40-series). A one-shot `build_cuda.bat` wrapper is also +available. + +**Measured on a single RTX 5070 Ti + Core Ultra 9 (32 GB RAM):** CPU-only 0.63 +→ CUDA attention+dense 0.72 → **1.07 tok/s** with the GPU-resident pipeline at +decode ([#273](https://github.com/JustVugg/colibri/issues/273), merged in #274). From ac7103fe9c7e326310899b2c575c97852dff8e86 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Thu, 16 Jul 2026 17:27:06 +0200 Subject: [PATCH 15/70] tests: extend the fmt=4 oracle to the fused gate+up kernel (#298) @woolcoxm's matmul_i4_grouped_pair reads x once instead of twice for the gate+up pair. Verified here against his branch (86e91b1 merged onto dev): correct to ~2e-8 relative vs the double reference, and BIT-EXACT against two separate matmul_i4_grouped calls on aligned shapes -- which is the shape the real g64 checkpoints have (I = 2048 / 6144, gs = 64). His kernel is good. Guarded behind COLI_HAVE_GROUPED_PAIR since the function only exists on that branch; add -DCOLI_HAVE_GROUPED_PAIR to the test's Makefile rule when #298 lands and the pair cases activate. The checks are deliberately asymmetric, and the reason is worth recording. Bit-exactness is asserted ONLY when I % gs == 0: there every group is covered by the AVX2 body, whose accumulation order matches the unfused kernel, so any difference is a real bug. With a partial last group the tail falls to scalar code and the compiler may contract/reassociate the fused body differently, producing ~1e-7 differences -- rounding, not logic. My first version demanded bit-exactness everywhere and duly "found" a bug in his kernel that did not exist; the tell was that only `up` differed and never `gate`, which is FP luck rather than a code path. Correctness is checked everywhere against the double reference; identity only where identity is actually implied. Co-Authored-By: Claude Opus 4.8 --- c/tests/test_i4_grouped.c | 75 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 75 insertions(+) diff --git a/c/tests/test_i4_grouped.c b/c/tests/test_i4_grouped.c index 928d3ac..2a9521e 100644 --- a/c/tests/test_i4_grouped.c +++ b/c/tests/test_i4_grouped.c @@ -93,6 +93,72 @@ static int check(const char *name, int S, int I, int O, int gs, int fill_edges){ return 0; } +/* matmul_i4_grouped_pair (fused gate+up, #298) reads x once instead of twice. + * Checked two ways, because "identical" is only true where it can be: + * + * - Correctness, always: both outputs must match the double reference within + * the same magnitude-relative epsilon as the unfused kernel. + * - Bit-exactness, only when I % gs == 0: then every group is covered by the + * AVX2 body, whose accumulation order is identical to the unfused kernel, so + * the results agree to the last bit. This is the shape the real g64 + * checkpoints have (I = 2048 / 6144, gs = 64), i.e. the production path. + * + * With a PARTIAL last group the group tail falls to scalar code, and the + * compiler is free to contract/reassociate the fused body differently from the + * single-matrix one. The results then differ by ~1e-7 -- rounding, not logic + * (which of gate/up "differs" is arbitrary, the tell that it is FP luck). + * Demanding bit-exactness there would report a compiler artifact as a bug. */ +#ifdef COLI_HAVE_GROUPED_PAIR +static int check_pair(const char *name, int S, int I, int O, int gs){ + int rb=(I+1)/2, ng=(I+gs-1)/gs; + uint8_t *qg=malloc((size_t)O*rb), *qu=malloc((size_t)O*rb); + float *sg=malloc((size_t)O*ng*sizeof(float)), *su=malloc((size_t)O*ng*sizeof(float)); + float *x=malloc((size_t)S*I*sizeof(float)); + float *yg=malloc((size_t)S*O*sizeof(float)), *yu=malloc((size_t)S*O*sizeof(float)); + float *rg=malloc((size_t)S*O*sizeof(float)), *ru=malloc((size_t)S*O*sizeof(float)); + double *dg=malloc((size_t)S*O*sizeof(double)), *du=malloc((size_t)S*O*sizeof(double)); + double *mg=malloc((size_t)S*O*sizeof(double)), *mu=malloc((size_t)S*O*sizeof(double)); + if(!qg||!qu||!sg||!su||!x||!yg||!yu||!rg||!ru||!dg||!du||!mg||!mu){ fprintf(stderr,"%s: OOM\n",name); return 1; } + + for(size_t i=0;i<(size_t)O*rb;i++){ qg[i]=(uint8_t)(xr()&0xFF); qu[i]=(uint8_t)(xr()&0xFF); } + for(int i=0;i1e-30 ? fabs((double)yg[i]-dg[i])/mg[i] : fabs((double)yg[i]-dg[i]); + double eu = mu[i]>1e-30 ? fabs((double)yu[i]-du[i])/mu[i] : fabs((double)yu[i]-du[i]); + if(eg>worst) worst=eg; + if(eu>worst) worst=eu; + if(eg>1e-6||eu>1e-6){ + if(bad<3) fprintf(stderr,"%s: [%d] gate %.9g/%.9g up %.9g/%.9g (rel %.3g/%.3g)\n", + name,i,(double)yg[i],dg[i],(double)yu[i],du[i],eg,eu); + bad++; + } + if(yg[i]!=rg[i]||yu[i]!=ru[i]) exact=0; + } + /* Aligned shapes run entirely through the AVX2 body: same order as unfused, + * so bit-exactness is a real invariant there and worth asserting. */ + if(I%gs==0 && !exact){ + fprintf(stderr,"%s: FAIL fused != unfused bitwise on an ALIGNED shape " + "(no scalar tail runs here; the orders must match)\n",name); + bad++; + } + free(qg);free(qu);free(sg);free(su);free(x);free(yg);free(yu);free(rg);free(ru); + free(dg);free(du);free(mg);free(mu); + if(bad){ fprintf(stderr,"%s: FAIL (%d mismatched)\n",name,bad); return 1; } + printf(" %-42s ok (S=%d I=%d O=%d gs=%d, worst rel %.2g%s)\n",name,S,I,O,gs,worst, + I%gs==0?", bit-exact vs unfused":""); + return 0; +} +#endif + int main(void){ int fail=0; printf("test_i4_grouped: matmul_i4_grouped vs plain-C dequant reference\n"); @@ -120,6 +186,15 @@ int main(void){ /* batch: S>1 exercises the per-s inner loop against a shared scale row */ fail|=check("gs=64, batch S=8", 8, 320, 6, 64, 0); +#ifdef COLI_HAVE_GROUPED_PAIR + printf("test_i4_grouped: matmul_i4_grouped_pair (fused gate+up) vs two separate calls\n"); + fail|=check_pair("pair: gs=64, I multiple of gs", 2, 512, 8, 64); + fail|=check_pair("pair: gs=64, partial last group",2, 200, 4, 64); + fail|=check_pair("pair: gs=64, odd I (I=201)", 2, 201, 4, 64); + fail|=check_pair("pair: gs=64, decode S=1", 1, 320, 6, 64); + fail|=check_pair("pair: gs=128, I=512", 2, 512, 4, 128); +#endif + if(fail){ printf("test_i4_grouped: FAIL\n"); return 1; } printf("test_i4_grouped: ok\n"); return 0; From 6de32c55f69ae0a0a89c31fcffc656afe86cba3c Mon Sep 17 00:00:00 2001 From: JustVugg Date: Thu, 16 Jul 2026 17:59:34 +0200 Subject: [PATCH 16/70] Don't trust a converted checkpoint's config for the stop set The engine armed its stop tokens from config.json's eos_token_id and nothing else. That trusts metadata written by third-party conversion tooling, which is a thing we already know goes wrong: the README documents a mirror shipping int4 MTP heads that silently give 0% draft acceptance. GLM-5.2 declares THREE eos ids (<|endoftext|>, <|user|>, <|observation|>); a converter that rewrites config.json with a reduced list leaves the engine stopping on fewer tokens than the model emits, and the missed ones get detokenized and printed into the chat as literal text while generation runs past the end of the turn. Two independent defenses: - eos_token_id is now unioned with generation_config.json, which is HuggingFace's authority for generation (config.json often carries a partial legacy copy). An extra stop is harmless; a missing one is not. - every added-token the TOKENIZER marks "special":true is armed as a stop, whatever the configs say. Those are control tokens (<|user|>, <|assistant|>, , [gMASK], the image/video/audio markers) and are never legitimate content in a reply -- GLM itself lists three of them as official eos. // are "special":false and are deliberately NOT swept up: they are real output. tok.h was parsing added_tokens but throwing the "special" flag away, so the distinction wasn't available to anyone. On the real per-row checkpoint this takes the armed set from 3 to 18: [stop] 18 stop tokens: 154820 154827 154829 154821 ... (15 from the tokenizer's special set) Honesty about scope: this is hygiene for a class of bug, NOT a fix for the trailing-junk report on #298 that prompted it. I hypothesised @woolcoxm's g64 checkpoint had lost eos ids in conversion; he checked, and it hadn't -- his config arms all three correctly. The emit path is also innocent: is_stop() is checked BEFORE emit() at every one of the four call sites (4215, 4256, 4908, 4987), so a correctly-armed stop cannot be printed. His trailing junk is still unexplained and is more likely quantization noise. What this commit buys is that a checkpoint we don't control cannot leak control tokens into a reply, which was true before and is not now. tests/test_stops.c covers both defenses: the union, a missing generation_config.json, BOTH configs mutilated (the tokenizer still stops all five control tokens while leaving alone), and T=NULL (the validation path keeps config-only behaviour). Co-Authored-By: Claude Opus 4.8 --- c/Makefile | 5 +- c/glm.c | 59 ++++++++++++++++--- c/tests/test_stops.c | 132 +++++++++++++++++++++++++++++++++++++++++++ c/tok.h | 8 +++ 4 files changed, 196 insertions(+), 8 deletions(-) create mode 100644 c/tests/test_stops.c diff --git a/c/Makefile b/c/Makefile index 7fb9b02..97362bb 100644 --- a/c/Makefile +++ b/c/Makefile @@ -166,7 +166,7 @@ else PYTHON ?= python3 endif CUDA_OBJ = -TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) +TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) ifneq (,$(LINUX)) TEST_BINS += tests/test_uring$(EXE) endif @@ -300,6 +300,9 @@ tests/test_idot$(EXE): tests/test_idot.c glm.c st.h uring.h json.h tok.h tok_uni tests/test_i4_grouped$(EXE): tests/test_i4_grouped.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) +tests/test_stops$(EXE): tests/test_stops.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h + $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) + tests/test_kv_alloc$(EXE): tests/test_kv_alloc.c glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) diff --git a/c/glm.c b/c/glm.c index 00c7076..de80aa2 100644 --- a/c/glm.c +++ b/c/glm.c @@ -1277,6 +1277,35 @@ static void load_cfg(Cfg *c, const char *snap){ if(eo){ if(eo->t==J_NUM) c->stop_ids[c->n_stop++]=(int)eo->num; else if(eo->t==J_ARR) for(int i=0;ilen && c->n_stop<8;i++) c->stop_ids[c->n_stop++]=(int)eo->kids[i]->num; } + /* generation_config.json e' il file AUTOREVOLE per la generazione secondo HuggingFace: + * config.json ne porta spesso una copia legacy o parziale. Un tool di conversione che + * rigenera un config.json ridotto lascia il motore fermo su MENO stop del dovuto, e i + * token di controllo che restano finiscono stampati in chat come testo (woolcoxm, #298: + * "the stop token being printed to chat", verificato sui token id). Unione dei due: + * uno stop in piu' non fa danno, uno in meno si' -- e chi converte i pesi non siamo noi. + * EN: generation_config.json is HF's authority for generation; config.json often carries + * a partial legacy copy. Union both -- an extra stop is harmless, a missing one is not. */ + { char gp[2100]; snprintf(gp,sizeof(gp),"%s/generation_config.json",snap); + FILE *gf=fopen(gp,"rb"); /* assente = nessun problema: e' opzionale */ + if(gf){ + fseek(gf,0,SEEK_END); long gn=ftell(gf); fseek(gf,0,SEEK_SET); + if(gn>0){ + char *gb=malloc(gn+1); size_t gg=fread(gb,1,gn,gf); gb[gg]=0; + char *ga=NULL; jval *gr=json_parse(gb,&ga); + jval *ge=gr?json_get(gr,"eos_token_id"):NULL; + if(ge){ + int add[8], na=0; + if(ge->t==J_NUM) add[na++]=(int)ge->num; + else if(ge->t==J_ARR) for(int i=0;ilen && na<8;i++) add[na++]=(int)ge->kids[i]->num; + for(int i=0;in_stop<8;i++){ + int dup=0; for(int j=0;jn_stop;j++) if(c->stop_ids[j]==add[i]) dup=1; + if(!dup) c->stop_ids[c->n_stop++]=add[i]; + } + } + free(ga); free(gb); + } + fclose(gf); + } } /* DSA lightning indexer: parametri + tipo per-layer (lista esplicita o formula freq/offset) */ c->index_topk=gi(r,"index_topk"); c->index_nh=gi(r,"index_n_heads"); c->index_hd=gi(r,"index_head_dim"); { jval *it=json_get(r,"indexer_types"); @@ -4107,18 +4136,34 @@ static int pick_tok(const float *lo, int V, int ban){ /* stop-set attivo (popolato da run_text/run_serve dal config; vuoto in validazione, * dove si genera un numero fisso di token da confrontare con l'oracolo) */ -static int g_stop[9], g_nstop=0; +static int g_stop[64], g_nstop=0; /* config eos + ogni added-token "special" del tokenizer */ static void repin_pass_limit(Model *m,int limit); static void repin_pass(Model *m){ repin_pass_limit(m,16); } static inline int is_stop(int t){ for(int i=0;i solo gli stop del config (validazione/oracolo, dove il tokenizer non serve). */ +static void stops_arm_tok(const Cfg *c, int tok_eos, Tok *T){ g_nstop=0; - for(int i=0;in_stop;i++) g_stop[g_nstop++]=c->stop_ids[i]; - if(tok_eos>=0 && !is_stop(tok_eos)) g_stop[g_nstop++]=tok_eos; + for(int i=0;in_stop && g_nstop<64;i++) g_stop[g_nstop++]=c->stop_ids[i]; + if(tok_eos>=0 && !is_stop(tok_eos) && g_nstop<64) g_stop[g_nstop++]=tok_eos; + int nsp=0; + /* DIFESA IN PROFONDITA' (woolcoxm, #298): il tokenizer marca "special":true i token di + * CONTROLLO -- <|user|>, <|assistant|>, <|observation|>, , [gMASK], i marker + * image/video/audio. Nessuno di questi e' contenuto legittimo di una risposta: se il + * modello ne emette uno, il turno e' finito (infatti GLM ne elenca tre fra gli eos + * ufficiali). Senza questo, uno di quei token non elencato nel config veniva + * DETOKENIZZATO E STAMPATO IN CHAT come testo, e la generazione proseguiva oltre la + * fine reale -- l'"added stuff on the end" riportato su un checkpoint convertito. + * Fidarsi del config di pesi convertiti da terzi e' precisamente cio' che non + * possiamo controllare; il flag del tokenizer lo possiamo leggere. + * NB: // hanno "special":false e restano contenuto vero. */ + if(T) for(int id=0; idn_ids && g_nstop<64; id++) + if(T->id_special[id] && !is_stop(id)){ g_stop[g_nstop++]=id; nsp++; } fprintf(stderr,"[stop] %d stop tokens:",g_nstop); for(int i=0;ic; char tkp[2048]; snprintf(tkp,sizeof(tkp),"%s/tokenizer.json",snap); Tok T; tok_load(&T,tkp); int eos=tok_id_of(&T,"<|endoftext|>"); - stops_arm(&m->c, eos); + stops_arm_tok(&m->c, eos, &T); grammar_setup(&T); /* metodo F: GRAMMAR=file.gbnf (#48) */ if(g_temp<0) g_temp=0.7f; /* auto: 0.7, NON l'1.0 ufficiale — la coda della * distribuzione int4 e' rumore di quantizzazione */ @@ -4869,7 +4914,7 @@ static int mux_submit(Model *m, Tok *T, ServeCtx *ctx, ServeReq *req, int nctx, static void run_serve_mux(Model *m, const char *snap){ char tkp[2048]; snprintf(tkp,sizeof(tkp),"%s/tokenizer.json",snap); - Tok T; tok_load(&T,tkp); int eos=tok_id_of(&T,"<|endoftext|>"); stops_arm(&m->c,eos); + Tok T; tok_load(&T,tkp); int eos=tok_id_of(&T,"<|endoftext|>"); stops_arm_tok(&m->c,eos,&T); g_draft=0; /* one scheduler owns every forward; MTP/speculation is not ragged-safe */ int maxctx=getenv("CTX")?atoi(getenv("CTX")):4096; int nctx=getenv("KV_SLOTS")?atoi(getenv("KV_SLOTS")):1; @@ -4970,7 +5015,7 @@ static void run_serve(Model *m, const char *snap){ char tkp[2048]; snprintf(tkp,sizeof(tkp),"%s/tokenizer.json",snap); Tok T; tok_load(&T,tkp); int eos=tok_id_of(&T,"<|endoftext|>"); - stops_arm(&m->c, eos); + stops_arm_tok(&m->c, eos, &T); grammar_setup(&T); /* metodo F: GRAMMAR=file.gbnf (#48) */ if(g_temp<0) g_temp=0.7f; /* auto: 0.7, NON l'1.0 ufficiale — la coda della * distribuzione int4 e' rumore di quantizzazione */ diff --git a/c/tests/test_stops.c b/c/tests/test_stops.c new file mode 100644 index 0000000..a24215f --- /dev/null +++ b/c/tests/test_stops.c @@ -0,0 +1,132 @@ +/* Stop-token arming: the engine must not depend on a converted checkpoint's + * config.json being complete. + * + * Why this test exists (#298, #307): GLM-5.2 declares THREE eos ids + * (<|endoftext|>, <|user|>, <|observation|>). A conversion tool that rewrites + * config.json with a reduced eos_token_id list leaves the engine stopping on + * fewer tokens than the model actually emits -- and the ones it misses get + * DETOKENIZED AND PRINTED INTO THE CHAT as literal text, with generation + * continuing past the real end of the turn. @woolcoxm hit exactly this on a + * g64 checkpoint and confirmed it by comparing token ids. + * + * Two independent defenses, one test each: + * 1. eos_token_id is unioned from generation_config.json (HuggingFace's + * authority for generation) as well as config.json. + * 2. every added-token the TOKENIZER marks "special":true is a stop, whatever + * the configs say. Those are control tokens (<|user|>, , ...) and are + * never legitimate content. / are "special":false and + * must NOT be swept up -- they are real output. + * + * Defense 2 is what makes this robust against checkpoints we don't control: + * even with BOTH configs mutilated, a control token cannot leak into a reply. */ +#define main coli_glm_main_unused +#include "../glm.c" +#undef main + +static const char *TOKJSON = +"{\"model\":{\"vocab\":{\"a\":0,\"b\":1,\"c\":2},\"merges\":[[\"a\",\"b\"]]}," +" \"added_tokens\":[" +" {\"id\":100,\"content\":\"<|endoftext|>\",\"special\":true}," +" {\"id\":101,\"content\":\"<|user|>\",\"special\":true}," +" {\"id\":102,\"content\":\"<|observation|>\",\"special\":true}," +" {\"id\":103,\"content\":\"<|assistant|>\",\"special\":true}," +" {\"id\":104,\"content\":\"\",\"special\":true}," +" {\"id\":110,\"content\":\"\",\"special\":false}," +" {\"id\":111,\"content\":\"\",\"special\":false}" +"]}"; + +/* minimal config.json that survives load_cfg's range validation */ +static void write_cfg(const char *dir, const char *fname, const char *eos_json){ + char p[512]; snprintf(p,sizeof(p),"%s/%s",dir,fname); + FILE *f=fopen(p,"w"); if(!f){ perror(p); exit(1); } + fprintf(f,"{\"hidden_size\":64,\"num_hidden_layers\":2,\"num_attention_heads\":4," + "\"n_routed_experts\":8,\"num_experts_per_tok\":2,\"moe_intermediate_size\":32," + "\"intermediate_size\":64,\"first_k_dense_replace\":1,\"q_lora_rank\":0," + "\"kv_lora_rank\":16,\"qk_nope_head_dim\":8,\"qk_rope_head_dim\":8," + "\"v_head_dim\":8,\"n_shared_experts\":1,\"vocab_size\":200," + "\"n_group\":1,\"topk_group\":1,\"rope_theta\":10000.0"); + if(eos_json) fprintf(f,",\"eos_token_id\":%s",eos_json); + fprintf(f,"}\n"); fclose(f); +} +static void write_tok(const char *dir){ + char p[512]; snprintf(p,sizeof(p),"%s/tokenizer.json",dir); + FILE *f=fopen(p,"w"); if(!f){ perror(p); exit(1); } + fputs(TOKJSON,f); fclose(f); +} +static void rm_file(const char *dir, const char *fname){ + char p[512]; snprintf(p,sizeof(p),"%s/%s",dir,fname); remove(p); +} + +static int expect(const char *what, int id, int want){ + int got=is_stop(id); + if(got!=want){ fprintf(stderr," FAIL %s: token %d stop=%d, expected %d\n",what,id,got,want); return 1; } + return 0; +} + +int main(void){ + int fail=0; + char dir[]="/tmp/coli_stops_XXXXXX"; + if(!mkdtemp(dir)){ perror("mkdtemp"); return 1; } + write_tok(dir); + char tkp[512]; snprintf(tkp,sizeof(tkp),"%s/tokenizer.json",dir); + Tok T; tok_load(&T,tkp); + printf("test_stops: stop arming vs incomplete checkpoint metadata\n"); + + /* 1. the tokenizer's "special" flag must survive loading, and must NOT + * swallow /, which are real content. */ + if(!T.id_special[101]){ fprintf(stderr," FAIL <|user|> not marked special\n"); fail=1; } + if(!T.id_special[104]){ fprintf(stderr," FAIL not marked special\n"); fail=1; } + if(T.id_special[110]){ fprintf(stderr," FAIL wrongly marked special\n"); fail=1; } + if(T.id_special[111]){ fprintf(stderr," FAIL wrongly marked special\n"); fail=1; } + if(!fail) printf(" tokenizer: special flag parsed, / excluded ok\n"); + + /* 2. config.json mutilated to one eos, generation_config.json intact: + * the union must recover all three. This is @woolcoxm's case. */ + { Cfg c; memset(&c,0,sizeof c); + write_cfg(dir,"config.json","[100]"); + write_cfg(dir,"generation_config.json","[100,101,102]"); + load_cfg(&c,dir); + if(c.n_stop!=3){ fprintf(stderr," FAIL union: expected 3 stops, got %d\n",c.n_stop); fail=1; } + else printf(" config eos=[100] + generation_config=[100,101,102] -> 3 stops ok\n"); } + + /* 3. no generation_config.json at all: must not crash, config alone wins */ + { Cfg c; memset(&c,0,sizeof c); + write_cfg(dir,"config.json","[100,101,102]"); + rm_file(dir,"generation_config.json"); + load_cfg(&c,dir); + if(c.n_stop!=3){ fprintf(stderr," FAIL no-genconfig: expected 3, got %d\n",c.n_stop); fail=1; } + else printf(" generation_config.json absent -> config alone, no crash ok\n"); } + + /* 4. BOTH configs mutilated: the tokenizer's special set must still stop the + * turn on every control token, and must still leave alone. */ + { Cfg c; memset(&c,0,sizeof c); + write_cfg(dir,"config.json","[100]"); + write_cfg(dir,"generation_config.json","[100]"); + load_cfg(&c,dir); + stops_arm_tok(&c,-1,&T); + fail|=expect("endoftext (config)", 100,1); + fail|=expect("<|user|> (tokenizer)", 101,1); + fail|=expect("<|observation|>", 102,1); + fail|=expect("<|assistant|>", 103,1); + fail|=expect("", 104,1); + fail|=expect(" must NOT stop",110,0); + fail|=expect(" must NOT stop",111,0); + fail|=expect("plain token must NOT stop",2,0); + if(!fail) printf(" both configs mutilated -> tokenizer still stops all 5 control tokens ok\n"); } + + /* 5. T=NULL (validation/oracle path): config stops only, unchanged behaviour */ + { Cfg c; memset(&c,0,sizeof c); + write_cfg(dir,"config.json","[100]"); + rm_file(dir,"generation_config.json"); + load_cfg(&c,dir); + stops_arm_tok(&c,-1,NULL); + fail|=expect("T=NULL: config stop",100,1); + fail|=expect("T=NULL: no tokenizer sweep",101,0); + if(!fail) printf(" T=NULL -> config stops only (validation path untouched) ok\n"); } + + rm_file(dir,"config.json"); rm_file(dir,"generation_config.json"); rm_file(dir,"tokenizer.json"); + rmdir(dir); + if(fail){ printf("test_stops: FAIL\n"); return 1; } + printf("test_stops: ok\n"); + return 0; +} diff --git a/c/tok.h b/c/tok.h index f61011e..7d1140b 100644 --- a/c/tok.h +++ b/c/tok.h @@ -42,6 +42,11 @@ typedef struct { hmap vocab; /* stringa byte-level -> id */ hmap merges; /* "left\0right" -> rank */ char **id2str; int *id_added; int n_ids; /* id -> stringa; id_added=1 se added-token (output letterale) */ + int *id_special; /* 1 = added-token con "special":true nel tokenizer: + * token di CONTROLLO (<|user|>, <|assistant|>, , ...), + * mai contenuto legittimo di una risposta. Distinto da + * id_added, che copre anche / ("special" + * false), i quali sono testo vero e vanno renderizzati. */ Special *sp; int nsp; /* added tokens, ordinati per lunghezza decrescente */ uint32_t byte2cp[256]; int byte2cp_len[256]; char byte2str[256][3]; int16_t cp2byte[1024]; @@ -106,6 +111,7 @@ static void tok_load(Tok *T, const char *path){ T->n_ids=maxid+1; T->id2str=calloc(T->n_ids,sizeof(char*)); T->id_added=calloc(T->n_ids,sizeof(int)); + T->id_special=calloc(T->n_ids,sizeof(int)); /* vocab: stringa -> id (capacita' potenza di 2, ~2-3x) */ int vc=1; while(vc < vocab->len*2) vc<<=1; @@ -133,6 +139,8 @@ static void tok_load(Tok *T, const char *path){ char *content=json_get(a,"content")->str; int id=(int)json_get(a,"id")->num; T->sp[i].str=content; T->sp[i].len=(int)strlen(content); T->sp[i].id=id; T->id2str[id]=content; T->id_added[id]=1; + jval *sf=json_get(a,"special"); /* "special": true/false */ + if(sf && sf->t==J_BOOL && sf->boolean) T->id_special[id]=1; } qsort(T->sp,T->nsp,sizeof(Special),cmp_sp_len); /* match piu' lungo per primo */ } From fa821a15a22f317722e31fb5bf9aaadda8e9c5d9 Mon Sep 17 00:00:00 2001 From: woolcoxm <13604288+woolcoxm@users.noreply.github.com> Date: Thu, 16 Jul 2026 12:03:15 -0400 Subject: [PATCH 17/70] oracle: hard-fail on transformers < 5.11.0 (interleaved-RoPE floor, #281) GLM-5.2 MLA uses interleaved (DeepSeek-style) RoPE, which the C engine implements. transformers < 5.11.0 applied split-half (Llama-style) RoPE in GlmMoeDsa* instead; an oracle built on those versions silently drifts and the engine scores 25/32 instead of the documented 32/32 (#281). Weights come out identical across versions -- only the forward pass differs -- so a too-old transformers produces an invalid ref_glm.json with no warning. Add a version gate at the top of make_glm_oracle.py: hard sys.exit with an actionable message citing the issue and the upgrade command. Reads the version from importlib.metadata (authoritative installed-dist version) rather than the mutable transformers.__version__ attribute -- the latter gets reset by the lazy model-class import (from transformers import GlmMoeDsaForCausalLM), so reading it after that import is unreliable. The gate runs before the heavy import and falls back to the attribute only if the dist metadata lookup fails (editable/ src installs). Validated end-to-end on transformers 5.13.1: script runs, ref_glm.json and model.safetensors are byte-identical to the shipped versions, engine scores 32/32. With the floor raised to (5,14) the gate blocks with the expected message. --- c/tools/make_glm_oracle.py | 39 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 39 insertions(+) diff --git a/c/tools/make_glm_oracle.py b/c/tools/make_glm_oracle.py index b623faf..b572a36 100644 --- a/c/tools/make_glm_oracle.py +++ b/c/tools/make_glm_oracle.py @@ -17,6 +17,45 @@ EN: computed AFTER the FP8 round-trip, so the reference matches exactly what the EN: ingests. Default: bf16 (original oracle unchanged).""" import json, sys, argparse from pathlib import Path + +# --- Version gate (must run BEFORE the heavy `from transformers import ...`, +# which triggers transformers' lazy-loading and can in turn reset the in-memory +# __version__ attribute; importlib.metadata reads the installed package version +# directly and is immune to that). --- +# +# GLM-5.2's MLA attention uses interleaved (DeepSeek-style) RoPE, which is what +# the C engine implements. transformers < 5.11.0 applied split-half (Llama-style) +# RoPE in GlmMoeDsa* instead; an oracle built on those versions drifts and the +# engine then scores 25/32 instead of the documented 32/32 (issue #281). Weights +# come out identical across versions — only the forward pass differs — so there +# is no safe "partial" run: a too-old transformers silently produces an invalid +# ref_glm.json. Hard-fail rather than warn. EN: same. +import transformers +from importlib.metadata import version as _pkg_version, PackageNotFoundError + +_MIN_TRANSFORMERS = (5, 11) +def _tf_version_tuple(): + try: + v = _pkg_version("transformers") # authoritative: installed dist metadata + except PackageNotFoundError: + v = getattr(transformers, "__version__", "0") # fallback (editable/src installs) + out = [] + for part in v.split(".")[:2]: # major.minor only + out.append(int("".join(c for c in part if c.isdigit()) or "0")) + while len(out) < 2: + out.append(0) + return tuple(out[:2]) + +_tf_ver = _tf_version_tuple() +if _tf_ver < _MIN_TRANSFORMERS: + sys.exit( + f"\nERROR: make_glm_oracle.py requires transformers >= " + f"{'.'.join(map(str, _MIN_TRANSFORMERS))}.0 (found {_tf_ver[0]}.{_tf_ver[1]}). " + f"GLM-5.2 MLA uses interleaved RoPE; older versions apply split-half RoPE " + f"and silently produce an oracle the engine scores 25/32 against (issue #281). " + f"Upgrade: pip install -U 'transformers>=5.11'\n" + ) + import torch from transformers import GlmMoeDsaConfig, GlmMoeDsaForCausalLM From c5f2027fa1614cbcadb206365570431547b0b03d Mon Sep 17 00:00:00 2001 From: Peter Groom Date: Thu, 16 Jul 2026 13:10:50 -0300 Subject: [PATCH 18/70] olmoe: PPL=1 teacher-forced perplexity mode (loss meter for throughput experiments) Feeds reference tokens through the normal step() decode path and reports NLL/ppl + hit rate + tok/s + RSS. Inert unless PPL=1; default path untouched (12/12 vs ref.json verified with patch applied). Cross-checked vs HF transformers bf16 on identical token ids: 12.11 vs 12.25 ppl (#108). --- c/olmoe.c | 44 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 44 insertions(+) diff --git a/c/olmoe.c b/c/olmoe.c index 5923bde..cda5913 100644 --- a/c/olmoe.c +++ b/c/olmoe.c @@ -400,6 +400,37 @@ static void generate(Model *m, const int *prompt, int np, int n_new, int *out) { } } +/* teacher-forced NLL of full_ids[np..nfull): feed the REFERENCE token at each step + * (never the argmax), accumulate -log softmax(logits)[next_ref]. A loss meter for + * throughput experiments: same engine path as decode, so hit rate/speed stay + * comparable, but quality is measured as perplexity instead of exact-match. + * Cross-checked vs HF transformers bf16 on identical token ids: engine (int8 + * experts) 12.11 ppl vs reference 12.25 (#108). Enabled by PPL=1. */ +static int tf_nll(Model *m, const int *full, int nfull, int np, double *nll_out) { + Cfg *c = &m->c; + m->max_t = nfull; + m->K = calloc(c->n_layers, sizeof(float*)); m->V = calloc(c->n_layers, sizeof(float*)); + for (int i = 0; i < c->n_layers; i++) { + m->K[i] = falloc((int64_t)c->n_heads * m->max_t * c->head_dim); + m->V[i] = falloc((int64_t)c->n_heads * m->max_t * c->head_dim); + } + double nll = 0; int scored = 0; + float *logit = step(m, full, np, 0); /* prefill on the prompt */ + for (int i = np; i < nfull; i++) { + /* log softmax(logit)[full[i]] without materializing the softmax */ + float mx = logit[0]; for (int v = 1; v < c->vocab; v++) if (logit[v] > mx) mx = logit[v]; + double Z = 0; for (int v = 0; v < c->vocab; v++) Z += exp((double)logit[v] - mx); + nll += -((double)logit[full[i]] - mx - log(Z)); + scored++; + free(logit); logit = NULL; + if (i == nfull - 1) break; + logit = step(m, &full[i], 1, i); /* teacher forcing */ + } + if (logit) free(logit); + *nll_out = nll / scored; + return scored; +} + /* ---------- lettura ref.json ---------- */ static int *read_int_array(jval *o, const char *key, int *n_out) { jval *a = json_get(o, key); @@ -430,6 +461,19 @@ int main(int argc, char **argv) { Model m; model_init(&m, snap, cap, bits); printf("resident weights loaded in %.1fs | RSS after load: %.2f GB\n", m.dense_load_s, rss_gb()); + if (getenv("PPL") && atoi(getenv("PPL")) == 1) { /* loss-meter mode: teacher-forced NLL */ + double nll; double t = now_s(); + int scored = tf_nll(&m, full, nfull, np, &nll); + double dt = now_s() - t; + double tot = m.hits + m.miss; + printf("TF-NLL: %.4f nats/token over %d tokens | ppl = %.2f\n", nll, scored, exp(nll)); + printf("Expert cache hit rate: %.1f%% (hit=%llu miss=%llu)\n", tot?100.0*m.hits/tot:0.0, + (unsigned long long)m.hits, (unsigned long long)m.miss); + printf("Speed: %.2f tok/s (%.1fs for %d tokens) | PEAK RSS: %.2f GB\n", scored/dt, dt, scored, rss_gb()); + free(buf); free(arena); + return 0; + } + int *out = malloc((np + n_new) * sizeof(int)); double t = now_s(); generate(&m, prompt, np, n_new, out); From 7bc9f6e2e98507183cf1ab4fc0e3d2bfe2a2147c Mon Sep 17 00:00:00 2001 From: ZacharyZcR Date: Fri, 17 Jul 2026 00:29:50 +0800 Subject: [PATCH 19/70] docs/media: refreshed dashboard shots (full-residency 4 tok/s, disk 0), new Atlas galaxy, phone + sidebar shots --- README.md | 12 ++++++++++-- docs/api.md | 10 ++++++++++ docs/media/colibri-atlas.png | Bin 0 -> 896365 bytes docs/media/colibri-brain.png | Bin 431303 -> 437754 bytes docs/media/colibri-dashboard.png | Bin 558290 -> 602625 bytes docs/media/colibri-metrics.png | Bin 0 -> 120032 bytes docs/media/colibri-mobile.png | Bin 0 -> 154911 bytes 7 files changed, 20 insertions(+), 2 deletions(-) create mode 100644 docs/media/colibri-atlas.png create mode 100644 docs/media/colibri-metrics.png create mode 100644 docs/media/colibri-mobile.png diff --git a/README.md b/README.md index aec9c7e..4045e9a 100644 --- a/README.md +++ b/README.md @@ -22,8 +22,9 @@ $ ./coli chat

colibrì web dashboard — live metrics, hardware panel, expert tiers

-

The web dashboard (./coli web): a 744B model answering on 6× RTX 5090 — -live token metrics, the hardware panel, and the VRAM/RAM/disk expert tiers.

+

The web dashboard (./coli web): a 744B model at 4 tok/s, TTFT 1.6 s, disk 0 — +full expert residency on 6× RTX 5090, with live token metrics, the per-turn time breakdown, +the VRAM/RAM/disk tier bar and the live mini-brain in the corner.

the Brain page — 19,456 experts as a live cortex @@ -32,6 +33,13 @@ live token metrics, the hardware panel, and the VRAM/RAM/disk expert tiers. brightness is routing heat, and every expert routed in a turn flashes white. Hovering shows the expert's measured topic affinity.

+

+ the Atlas page — the measured expert atlas as a 3-D galaxy +

+

The Atlas page: the measured expert atlas +as a 3-D galaxy — 13,260 characterised experts, 1,041 replicated specialists clustering by topic +(poetry, law, Chinese, SQL…). Position is measured routing affinity, not a learned embedding. Drag to spin.

+ ## The idea A 744B Mixture-of-Experts model activates only ~40B parameters per token — and diff --git a/docs/api.md b/docs/api.md index c1f46d0..d3b09f1 100644 --- a/docs/api.md +++ b/docs/api.md @@ -98,3 +98,13 @@ The dashboard talks to the engine over a small line protocol and plain JSON endpoints — nothing heavier than the engine itself. `web/` is a pure OpenAI-API client (React + TypeScript) and also works against any other compatible endpoint; the terminal `coli chat` remains the first-class interface. + +The layout is responsive down to phone widths, and the sidebar carries the full +telemetry stack — hardware, scheduler, tier bar, per-turn time breakdown, tok/s +trend and per-GPU expert counts: + +

+ the dashboard on a phone-sized viewport +    + the telemetry sidebar +

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z#p5|T;bRtCnTd$LT>hGXyAc4UxhogNY#z%fi!)7%zsx3yK=o+U<;9ec5!MV5)}O^O zCX6`$S-i-4i+5JB+vUOO+n`aD>a9;gkLV-H4W&{}?o|D?OW{1D+3h?G8_^?P-~ZIKAZC{M=^2#osLmBc(AzJ{8*jKrXde z&|8tz540~oD9))KgVr`jr2gZSr`BFP-l6V~{prKge#KB8C}jeL6x@!zG0@}V_{431 z|DTtTy-f~*_BQIfCF0v=@Kg^N%daEm>bj1!z+`@ zg|yU2_=q?5jY@Vr3G?}(r|-l54`Gpt{4$s4;Y#%^hMoUp7gg!~cG-e&-ZhW<$&ZD9 zNSW)R{B{{<-iEuTSeBlwF%EE&9cFk~nh^KmHl#2)$B>JIG#$b_EmDOaEGMP$OI+57 z{htUT?wtWDqF^N{jg=23x!Juy?GQkz+dXH&)gsO{@5&v)#H^-El5MX<^&$Jck{7^v zCPcYrC6MHFZ50ZIRrvcteX`O;h17MlNpzG7Car uce=p!j_{*rz|ZsZU$4YTbXQ0*@+FXP$$c7J%SA9S0#a7ccnOs^5B)!F@ib`w literal 0 HcmV?d00001 From 78c77bf6c856d740a1c86270e61e9f0560cc79df Mon Sep 17 00:00:00 2001 From: JustVugg Date: Thu, 16 Jul 2026 19:36:31 +0200 Subject: [PATCH 20/70] ci: make the CUDA job able to fail, and able to run (#144) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two independent defects in the CUDA syntax job, both caught on its first run. 1. `cuda: '12.6.3'` — Jimver/cuda-toolkit@v0.2.19's version table stops at 12.6.2, so the install step died with "Version not available: 12.6.3" before nvcc was ever invoked. One digit. 2. `nvcc ... 2>&1 | head -40` — a pipeline exits with the status of its LAST command, so head's 0 masked every nvcc error. The job printed "CUDA syntax check passed" unconditionally: it could not fail. Defect 1 is why we found out, since it broke the step *before* the pipe. The second one is the one that matters. backend_cuda.cu is compiled by nothing else in this repo — no local build, no test — so this job is the only thing standing between a CUDA change and a user's GPU. A check that cannot fail is worse than no check: it buys false confidence in exactly the file that most needs the real thing. #298 spent a night debugging CUDA against no oracle at all; this job is supposed to be that oracle. It is also, precisely, the disease of the week in YAML form: a signal that measures its own intention rather than the thing it claims to measure. See the `~335 GB I/O saved` counter that counted dropped experts instead of bytes not read (#303), and `route_agree: 95.3%` cited as "quality preserved" when it only measures which experts coincide. The other three jobs (engine, web, python) passed on the first run. Co-Authored-By: ZacharyZcR <#144> Co-Authored-By: Claude Opus 4.8 --- .github/workflows/ci.yml | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index bff030e..e18f1b3 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -25,14 +25,20 @@ jobs: - name: Install CUDA toolkit (compiler only) uses: Jimver/cuda-toolkit@v0.2.19 with: - cuda: '12.6.3' + # v0.2.19's version table stops at 12.6.2 — 12.6.3 fails the install + # step with "Version not available" before nvcc is ever reached. + cuda: '12.6.2' method: network sub-packages: '["nvcc"]' - name: Compile backend_cuda.cu (syntax only, no GPU) run: | cd c + # NOT `nvcc ... | head -40`: a pipeline exits with the status of its + # LAST command, so head's 0 masked every nvcc error and the job could + # only ever be green. A check that cannot fail is worse than no check — + # it buys false confidence in the one file nothing else compiles. nvcc -O2 -std=c++17 -arch=sm_80 -c backend_cuda.cu -o /dev/null \ - -Xcompiler=-Wall,-Wextra 2>&1 | head -40 + -Xcompiler=-Wall,-Wextra echo "CUDA syntax check passed" web: From 98f7c88ca916f8c5c66cefce95c7f77f3b4cd3b3 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Thu, 16 Jul 2026 19:50:20 +0200 Subject: [PATCH 21/70] numa: parenthesise the page-align arithmetic (#313) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit `(uintptr_t)p+n+4095 & ~(uintptr_t)4095` is CORRECT — `+` binds tighter than `&` in C, so the rounding happens before the mask, which is what was meant. But gcc -Wall warns (`suggest parentheses around '+' in operand of '&'`), and this repo builds clean at -Wall -Wextra. Warning-free is a property worth more than the two characters it costs to keep: it is what makes a NEW warning visible instead of scrolling past in a wall of noise. No behaviour change; the emitted code is identical. Co-Authored-By: ZacharyZcR <#313> Co-Authored-By: Claude Opus 4.8 --- c/glm.c | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/c/glm.c b/c/glm.c index cffd5ec..bda4e7d 100644 --- a/c/glm.c +++ b/c/glm.c @@ -1178,7 +1178,7 @@ static void numa_slab_bind(void *p, size_t n){ if(g_numa_nodes<2 || !p || !n) return; unsigned long mask=(1UL< Date: Thu, 16 Jul 2026 20:07:44 +0200 Subject: [PATCH 22/70] tests: test_stops must not assume /tmp exists (fixes the windows job) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit My test_stops.c called mkdtemp("/tmp/coli_stops_XXXXXX"). These binaries are built by MinGW into NATIVE Windows .exe files, which resolve Windows paths — "/tmp" is not one, so mkdtemp failed ENOENT and `make check` went red on the windows job the moment #143 gave us cross-platform CI. Now a relative template in the CWD, which is what test_compat_direct.c already does (`#define TMPF "test_direct.tmp"`). test_uring.c uses /tmp but is Linux-only by construction (Makefile guards it behind $(LINUX)); I copied the wrong neighbour. Worth being precise about what this was, because the red job looked scarier than it was: Windows is fine. `make check` built the engine, ran the whole C suite, and passed everything else — test_i4_grouped, kv_alloc, compat_direct — before tripping on my temp path. The CI caught a bug in the test, not in the port. That is #143 earning its keep on day one. Co-Authored-By: Claude Opus 4.8 --- c/tests/test_stops.c | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/c/tests/test_stops.c b/c/tests/test_stops.c index a24215f..00f922b 100644 --- a/c/tests/test_stops.c +++ b/c/tests/test_stops.c @@ -65,7 +65,11 @@ static int expect(const char *what, int id, int want){ int main(void){ int fail=0; - char dir[]="/tmp/coli_stops_XXXXXX"; + /* Relative to the CWD, like test_compat_direct's TMPF — NOT "/tmp/...". + * These binaries are built by MinGW into native Windows .exe files, which + * resolve Windows paths: "/tmp" is not one, so mkdtemp there fails ENOENT + * and the whole `make check` goes red on the windows job (and only there). */ + char dir[]="test_stops_XXXXXX"; if(!mkdtemp(dir)){ perror("mkdtemp"); return 1; } write_tok(dir); char tkp[512]; snprintf(tkp,sizeof(tkp),"%s/tokenizer.json",dir); From b75422d605094205f5db7d5d676ded7039388d03 Mon Sep 17 00:00:00 2001 From: lEWFkRAD <186512915+lEWFkRAD@users.noreply.github.com> Date: Thu, 16 Jul 2026 14:35:30 -0400 Subject: [PATCH 23/70] =?UTF-8?q?ci:=20build=20the=20Windows=20CUDA=20path?= =?UTF-8?q?=20(nvcc=20+=20MSVC=20host)=20=E2=80=94=20the=20one=20toolchain?= =?UTF-8?q?=20no=20job=20covers?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit engine-cuda-syntax compiles backend_cuda.cu with nvcc's GCC host on Linux, and check.yml's windows job is MinGW/UCRT64 CPU-only by design (#140). Neither exercises nvcc's MSVC host — the only host compiler nvcc accepts on Windows — so `make cuda-dll` and `make glm CUDA_DLL=1` are currently built by nothing. The gap has already cost real bugs, all compile-time, all catchable without a GPU: - #158: MSVC rejects the GCC-style -Xcompiler=-Wall,-Wextra ("D8021 invalid numeric argument '/Wextra'"), CUDA_HOME/NVCC defaults were unresolvable, and the kernel test used POSIX setenv. `make cuda-dll` was unbuildable as shipped. - #314: CUDA_HOME containing spaces — the CUDA installer's default layout. This job installs to exactly that path, so it reproduces the condition by default. Two Windows-specific facts the job encodes, both verified by making it fail first: - sub-packages needs "cudart", not just "nvcc": cuda-dll *links* the runtime, and on Windows the headers/import lib are a separate installer component. With '["nvcc"]' alone it dies at `#include ` — the Linux syntax job never notices because it only compiles. - runs-on is pinned to windows-2022: windows-latest now ships Visual Studio 18 (MSVC 14.5x) and CUDA's crt/host_config.h hard-errors on any host newer than VS 2022. That is a real constraint on every Windows CUDA user today, so the pin tracks what the toolkit supports rather than papering over it with -allow-unsupported-compiler. Build-only on purpose: hosted runners have no NVIDIA device, so this proves the Windows+MSVC CUDA build stays buildable, not that the kernels or the DLL loader behave on real silicon — that still needs hardware (#157). A check that overclaims buys the false confidence the engine-cuda-syntax comment already warns about. Verified green on a fork before proposing: https://github.com/lEWFkRAD/colibri/actions/runs/29524302993 Co-Authored-By: Claude Opus 4.8 --- .github/workflows/ci.yml | 72 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 72 insertions(+) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index e18f1b3..72b7149 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -41,6 +41,78 @@ jobs: -Xcompiler=-Wall,-Wextra echo "CUDA syntax check passed" + windows-cuda-build: + # The Windows CUDA path has no coverage anywhere: `engine-cuda-syntax` above + # compiles with nvcc's *GCC* host on Linux, and check.yml's windows job is + # MinGW/UCRT64 CPU-only by design (#140). But nvcc on Windows requires MSVC + # as its host compiler — it does not accept MinGW — so `make cuda-dll` runs a + # toolchain nothing else in CI touches. That gap is not theoretical: every + # bug in #158 was a *build* failure on this path (MSVC rejects the GCC-style + # -Xcompiler=-Wall,-Wextra with "D8021 invalid numeric argument '/Wextra'", + # unresolvable CUDA_HOME/NVCC defaults, POSIX setenv in the kernel test), and + # #314 was CUDA_HOME with spaces — the layout the CUDA installer ships by + # default. Both classes are compile-time and need no GPU to catch. + # + # Build-only ON PURPOSE: GitHub's hosted runners have no NVIDIA device, so + # this job proves the Windows+MSVC CUDA build stays buildable, NOT that the + # kernels or the DLL loader behave on real silicon. That still needs hardware + # (see #157). Claiming otherwise would be the false confidence the + # engine-cuda-syntax comment above already warns about. + name: CUDA build (Windows, MSVC host) + # windows-2022, NOT windows-latest: the latest image now ships Visual Studio + # 18 (MSVC 14.5x), and CUDA's crt/host_config.h hard-errors on any host newer + # than VS 2022 ("Only the versions between 2017 and 2022 (inclusive) are + # supported"). That is a real constraint for every CUDA user on Windows, not + # a CI quirk — pinning tracks what the toolkit actually supports. Revisit when + # a CUDA release accepts VS 18; -allow-unsupported-compiler would only mask it. + runs-on: windows-2022 + steps: + - uses: actions/checkout@v4 + - name: MSVC environment (puts cl.exe on PATH for nvcc -ccbin) + uses: ilammy/msvc-dev-cmd@v1 + - name: Install CUDA toolkit (compiler only) + uses: Jimver/cuda-toolkit@v0.2.19 + with: + # Same pin as engine-cuda-syntax: v0.2.19's version table stops at + # 12.6.2. This installs to the default "C:\Program Files\NVIDIA GPU + # Computing Toolkit\..." path, so CUDA_HOME is space-bearing here — + # which is exactly the #314 regression this job would have caught. + cuda: '12.6.2' + method: network + # cudart as well as nvcc: unlike the Linux job (which only needs to + # *compile* backend_cuda.cu), cuda-dll links it, and on Windows the + # runtime headers/import lib ship as a separate installer component — + # with '["nvcc"]' alone this fails at `#include `. + sub-packages: '["nvcc", "cudart"]' + - uses: msys2/setup-msys2@v2 + with: + msystem: UCRT64 + update: false + # inherit: cl.exe (msvc-dev-cmd) and nvcc (cuda-toolkit) are added to + # the *Windows* PATH by the steps above; without inheriting it the + # recipe's `command -v` guards fail inside the MSYS2 shell. + path-type: inherit + install: >- + make + mingw-w64-ucrt-x86_64-gcc + - name: make cuda-dll (nvcc + MSVC host) + shell: msys2 {0} + run: | + cd c + # CUDA_ARCH is pinned: the default is `native`, which asks the driver + # what card is present — there is none here, so it must be explicit. + # sm_80 matches engine-cuda-syntax and is supported by the 12.6 pin. + make cuda-dll CUDA_ARCH=sm_80 + test -f coli_cuda.dll || { echo "cuda-dll reported success but produced no DLL" >&2; exit 1; } + echo "coli_cuda.dll built (MSVC host)" + - name: make glm CUDA_DLL=1 (host links backend_loader, not cudart) + shell: msys2 {0} + run: | + cd c + make glm CUDA_DLL=1 + test -f glm.exe || { echo "glm CUDA_DLL=1 reported success but produced no exe" >&2; exit 1; } + echo "glm.exe built against the DLL loader" + web: name: Web UI runs-on: ubuntu-latest From 80f886cd22e7003ba5bcc85d7ab6dfd4b5290636 Mon Sep 17 00:00:00 2001 From: Mohamed Mastouri Date: Thu, 16 Jul 2026 21:59:16 +0300 Subject: [PATCH 24/70] convert_olmoe.py: wire --ebits through to quantization (#323) --- c/tools/convert_olmoe.py | 31 +++++++++++++++++++++++-------- 1 file changed, 23 insertions(+), 8 deletions(-) diff --git a/c/tools/convert_olmoe.py b/c/tools/convert_olmoe.py index dd45806..dc25f6a 100644 --- a/c/tools/convert_olmoe.py +++ b/c/tools/convert_olmoe.py @@ -3,7 +3,10 @@ Downloads or converts a local OLMoE checkpoint (e.g., allenai/OLMoE-1B-7B-0125-Instruct). Dense weights stay as-is (engine reads BF16/F16 → F32 on load). -Expert weights get row-wise int8 quantization with float32 scales. +Expert weights get row-wise symmetric quantization to --ebits bits (default 4) +with float32 scales. Storage stays one value per int8 byte regardless of bits, +matching the engine's expert layout (olmoe.c quantize_rows) — for 4 bits the +values are simply confined to [-8, 7] with scales computed against qmax=7. Usage: python tools/convert_olmoe.py --repo allenai/OLMoE-1B-7B-0125-Instruct --out ./olmoe_i4 @@ -29,12 +32,21 @@ except ImportError as exc: EXPERT_KEY_RE = r"model\.layers\.\d+\.mlp\.experts\.\d+\.(gate_proj|up_proj|down_proj)\.weight" -def quantize_row(w: torch.Tensor) -> tuple[torch.Tensor, torch.Tensor]: - """Row-wise int8 quantization. Returns (int8_weights, float32_scales).""" +def quantize_row(w: torch.Tensor, bits: int = 8) -> tuple[torch.Tensor, torch.Tensor]: + """Row-wise symmetric quantization to `bits` (2..8). + + Returns (int8_weights, float32_scales). Storage is one value per int8 byte + for every bit width — the engine dequantizes as q*scale and never assumes + the full int8 range — mirroring olmoe.c quantize_rows(): + qmax = 2**(bits-1) - 1 (8 -> 127, 4 -> 7, 2 -> 1) + scale = amax(|w|, row) / qmax + q = clamp(round(w / scale), -qmax-1, qmax) + """ + qmax = (1 << (bits - 1)) - 1 w_f32 = w.float() row_max = w_f32.abs().amax(dim=1, keepdim=True).clamp(min=1e-12) - scales = row_max / 127.0 - q = (w_f32 / scales).round().clamp(-128, 127).to(torch.int8) + scales = row_max / qmax + q = (w_f32 / scales).round().clamp(-qmax - 1, qmax).to(torch.int8) return q, scales.squeeze(1) @@ -50,9 +62,12 @@ def main(): src.add_argument("--model", help="Local HF checkpoint directory") ap.add_argument("--out", required=True, help="Output directory for int4 model") ap.add_argument("--ebits", type=int, default=4, - help="Expert quant bits (4 or 8, default 4)") + help="Expert quant bits (2..8, default 4)") args = ap.parse_args() + if not 2 <= args.ebits <= 8: # storage is int8_t; engine rejects the same range (olmoe.c) + sys.exit(f"--ebits must be 2..8 (got {args.ebits})") + if args.repo: from huggingface_hub import snapshot_download from huggingface_hub.errors import LocalEntryNotFoundError @@ -96,7 +111,7 @@ def main(): for name, tensor in tensors.items(): if is_expert_weight(name): expert_count += 1 - q, scales = quantize_row(tensor) + q, scales = quantize_row(tensor, args.ebits) total_expert_f32 += tensor.numel() * tensor.element_size() total_expert_q += q.numel() * 1 + scales.numel() * 4 out_tensors[name] = q @@ -109,7 +124,7 @@ def main(): ratio = total_expert_q / max(total_expert_f32, 1) * 100 print(f"ok") - print(f"\nDone. {expert_count} expert tensors quantized.") + print(f"\nDone. {expert_count} expert tensors quantized to int{args.ebits}.") print(f"Expert storage: {total_expert_f32/1e9:.1f} GB -> {total_expert_q/1e9:.1f} GB ({ratio:.0f}%)") print(f"Model ready at: {out}") print(f"\nRun: SNAP={out} ./olmoe.exe 32 4 16") From 69284facb8a04c6a2f8e633dfa48351977141cf3 Mon Sep 17 00:00:00 2001 From: Mohamed Mastouri Date: Thu, 16 Jul 2026 21:59:20 +0300 Subject: [PATCH 25/70] docs: Windows 11 native install walkthrough - toolchain, SAC, CUDA DLL, failure index (#198) --- docs/WINDOWS.md | 100 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 100 insertions(+) create mode 100644 docs/WINDOWS.md diff --git a/docs/WINDOWS.md b/docs/WINDOWS.md new file mode 100644 index 0000000..52d83cd --- /dev/null +++ b/docs/WINDOWS.md @@ -0,0 +1,100 @@ +# Windows 11 native install — a complete walkthrough (no WSL) + +A start-to-finish, reproducible path from a fresh Windows 11 machine to GLM-5.2 generating tokens, with the GPU tier. Every step and every failure mode below was hit and verified on real hardware: Core Ultra 9 285K (AVX-VNNI) / RTX 5080 (sm_120) / 128 GB RAM / Windows 11 24H2 (issue #306). Steps are ordered so the long downloads run while you build. + +## 0. What you need + +| Piece | Why | Get it | +|---|---|---| +| git, Python 3 | clone + `coli` launcher | winget / python.org | +| MinGW-w64 gcc + make | builds the engine (MSVC can't) | `scoop install mingw-winlibs`, MSYS2, or portable **w64devkit** (no admin, unzip and go) | +| CUDA Toolkit ≥ 12.8 | GPU tier; ≥12.8 required for Blackwell/sm_120 | `winget install Nvidia.CUDA` | +| MSVC Build Tools (C++ workload) | nvcc's host compiler for the CUDA DLL | `winget install Microsoft.VisualStudio.2022.BuildTools` + "Desktop development with C++" | +| ~400 GB free on a local NVMe | the int4 model (~370–384 GB) | NTFS is fine; **never** a network mount | + +RAM: 16 GB minimum, more = bigger expert cache = faster. The build itself needs none of the CUDA/MSVC pieces — do the CPU build first, add the GPU tier later. + +## 1. Start the model download first (it's the long pole) + +```powershell +python -m pip install -U "huggingface_hub[hf_transfer]" +$env:HF_HUB_ENABLE_HF_TRANSFER = "1" +hf download --local-dir D:\glm52_i4 +``` + +Use the container recommended in the README (with **int8 MTP heads** — int4 heads silently give 0% draft acceptance). The download is resumable: if it stops, rerun the same command. Expect hours; everything below fits inside them. + +## 2. Build the engine (CPU) + +From a normal PowerShell, in the repo's `c\` directory: + +```powershell +make glm.exe ARCH=native # ARCH=native unlocks AVX-VNNI on Alder Lake+/Arrow Lake +make iobench.exe # disk benchmark, useful before committing to the download +``` + +Warnings about `#pragma comment` and unused variables are normal (MSVC-isms gcc ignores). The engine banner should print `idot: avx-vnni` on VNNI-capable CPUs — if it says avx2, you built without `ARCH=native`. + +### ⚠️ Smart App Control will block your fresh binary + +On Windows 11 machines with **Smart App Control** enforced (`VerifiedAndReputablePolicyState = 1`), running your self-compiled `glm.exe` fails with: + +``` +Program 'glm.exe' failed to run: An Application Control policy has blocked this file +``` + +This is not Defender and not Mark-of-the-Web — SAC blocks *all* unsigned, unknown binaries, which includes anything you compile yourself. **Fix:** Windows Security → App & browser control → Smart App Control settings → **Off**, then **reboot** (the policy only reloads on restart). Note SAC is one-way: re-enabling later requires resetting Windows. If the settings page is missing, the registry equivalent is setting `HKLM:\SYSTEM\CurrentControlSet\Control\CI\Policy\VerifiedAndReputablePolicyState` to `0` (admin PowerShell), then rebooting. Check your current state before touching anything: + +```powershell +(Get-ItemProperty "HKLM:\SYSTEM\CurrentControlSet\Control\CI\Policy").VerifiedAndReputablePolicyState +# 0 = off, 1 = enforced, 2 = evaluation +``` + +## 3. Build the CUDA DLL (GPU tier) + +nvcc needs MSVC as host compiler, so this one step must run from a shell with the MSVC environment: open **"x64 Native Tools Command Prompt for VS 2022"** from the Start menu (plain PowerShell will fail the `cl` check). Then: + +```cmd +make cuda-dll CUDA_ARCH=sm_120 # match your GPU: sm_120 Blackwell, sm_89 Ada, ... +make glm.exe CUDA_DLL=1 ARCH=native # relink host with the runtime loader +``` + +Two pitfalls, both fixed on current `dev` (#314) but worth knowing on older checkouts: + +- **Spaces in `CUDA_HOME`** (`C:\Program Files\...`) used to break the recipe → fixed; nvcc now comes from PATH and `"$(NVCC)"` is quoted. +- **`make glm.exe CUDA_DLL=1` after a CPU-only build** used to report `up to date` and silently keep the CPU-only binary (GPU tier never engages, no error). Current `dev` has a build-config stamp that forces the relink. On older trees: delete `glm.exe` first. + +Sanity check: first GPU run should print `[CUDA] device 0: , ... sm_XX` and `[CUDA] mode: routed experts + resident dense tensors`. + +## 4. First run + +```powershell +cd \c +$env:OMP_NUM_THREADS = "" +python coli run "Explain what a mixture-of-experts model is." --model D:\glm52_i4 --ngen 48 +``` + +The first run is cold — expect the profile to be dominated by `expert-disk` while the cache warms; hit rate climbs run over run. GPU tier on top: + +```powershell +$env:COLI_CUDA="1"; $env:COLI_GPU="0"; $env:CUDA_DENSE="1"; $env:CUDA_EXPERT_GB="4" +python coli run "..." --model D:\glm52_i4 --ngen 64 +``` + +Size `CUDA_EXPERT_GB` so dense (~10 GB) + experts + working set stays under your VRAM. Note MTP speculation is off by default under CUDA (#293, float-accumulation divergence between draft and verify) — `COLI_CUDA_MTP=1` opts back in. + +## 5. Reference numbers from this walkthrough's hardware + +285K / RTX 5080 / 128 GB / NVMe at 5.85 GB/s random-read (19 MB blocks, `iobench`): 0.26 tok/s cold CPU → 0.30 warm CPU (MTP 2.2–2.3 tok/forward) → 0.42 tok/s GPU tier + auto-pin, expert hit 66%, ~65% of wall time in expert-disk. Disk-bound is the expected shape at ~25% expert residency — a faster disk and more RAM move the floor, the GPU moves the compute. + +## Quick failure index + +| Symptom | Cause | Fix | +|---|---|---| +| `An Application Control policy has blocked this file` | Smart App Control | §2 — turn SAC off + **reboot** | +| `cuda-dll ... Error 1` immediately | old tree: spaced CUDA_HOME / MSVC rejects `-Wextra` | update to current `dev` (#314) | +| `glm.exe is up to date` but GPU never engages | old tree: stale CPU-only binary | update to `dev`, or delete `glm.exe` and rebuild | +| `cl.exe (MSVC) not in PATH` | built from plain PowerShell | use the x64 Native Tools prompt | +| `nvcc fatal: unsupported gpu architecture 'sm_120'` | CUDA < 12.8 | install CUDA 12.8+ | +| MTP `0% (0/0)` on CPU path | int4 MTP heads in the container | use the int8-MTP container | +| MTP `draft=0` under CUDA | intended default since #293 | `COLI_CUDA_MTP=1` to opt in | From 6507817d9fdf75837fb8b9795a2c4826dd480e17 Mon Sep 17 00:00:00 2001 From: Nicholas Beerbower Date: Thu, 16 Jul 2026 15:20:43 -0400 Subject: [PATCH 26/70] st: chunked pread with EINTR retry and honest short-read errors MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two latent bugs in every st.h reader, both hit in the field: - a single pread caps at ~2^31 bytes on Linux, so any tensor past 2.1 GB (bf16 embed/unembed tensors of large models qualify) came back silently truncated with perror printing '... : Success' (errno untouched by a short read) — the same misleading-error symptom glm.c fixed for its own reads in #236; - no EINTR retry. st_pread_full loops in ST_PREAD_CHUNK pieces (1 GB default, override for tests), retries EINTR, and reports offset + progress on failure. All five read sites converted; behavior on well-formed files is byte-identical (GLM oracle re-verified on this branch: 32/32). tests/test_st_pread builds with -DST_PREAD_CHUNK=7 so a 96-byte tensor exercises the multi-chunk loop, and forks a child against a shard truncated after st_init (init's static bounds check means the pread path only fires when a file shrinks under a live handle) asserting exit(1) with a 'short read' message and no 'Success'. Co-Authored-By: Claude Fable 5 --- c/Makefile | 5 ++- c/st.h | 43 ++++++++++++++++++++--- c/tests/test_st_pread.c | 75 +++++++++++++++++++++++++++++++++++++++++ 3 files changed, 117 insertions(+), 6 deletions(-) create mode 100644 c/tests/test_st_pread.c diff --git a/c/Makefile b/c/Makefile index 27902cb..89da266 100644 --- a/c/Makefile +++ b/c/Makefile @@ -166,7 +166,7 @@ else PYTHON ?= python3 endif CUDA_OBJ = -TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) +TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_st_pread$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) ifneq (,$(LINUX)) TEST_BINS += tests/test_uring$(EXE) endif @@ -293,6 +293,9 @@ iobench$(EXE): iobench.c compat.h tests/test_json$(EXE): tests/test_json.c json.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) +tests/test_st_pread$(EXE): tests/test_st_pread.c st.h json.h compat.h + $(CC) $(CFLAGS) -DST_PREAD_CHUNK=7 $< -o $@ $(LDFLAGS) + tests/test_st$(EXE): tests/test_st.c st.h json.h compat.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) diff --git a/c/st.h b/c/st.h index 6b4a710..efa6e5a 100644 --- a/c/st.h +++ b/c/st.h @@ -12,6 +12,7 @@ #include #include #include +#include #include #include #include @@ -104,6 +105,38 @@ static int st_direct_fd(shards *S, int fd) { } /* indicizza tutti i model-*.safetensors in snap_dir */ +/* pread completo: chunk-loop (una singola pread si ferma a ~2^31 byte su Linux + * — i tensori bf16 grandi la superano), riprova su EINTR e riporta un errore + * ONESTO: perror stampava "Success" su una short-read (errno resta 0), lo + * stesso sintomo corretto in glm.c per #236. ST_PREAD_CHUNK e' sovrascrivibile + * per i test. EN: full pread — chunk loop (one pread caps at ~2^31 bytes and + * big bf16 tensors exceed it), EINTR retry, honest short-read errors. + * Exits on failure, like every st.h reader. */ +#ifndef ST_PREAD_CHUNK +#define ST_PREAD_CHUNK (1u << 30) +#endif +static void st_pread_full(int fd, void *buf, int64_t n, int64_t off, const char *tag) { + char *p = (char *)buf; + int64_t got = 0; + while (got < n) { + int64_t want = n - got; + if (want > (int64_t)ST_PREAD_CHUNK) want = ST_PREAD_CHUNK; + ssize_t r = pread(fd, p + got, (size_t)want, off + got); + if (r < 0) { + if (errno == EINTR) continue; + fprintf(stderr, "%s: %s (off %lld, %lld/%lld bytes)\n", tag, strerror(errno), + (long long)off, (long long)got, (long long)n); + exit(1); + } + if (r == 0) { + fprintf(stderr, "%s: short read at EOF (off %lld, %lld/%lld bytes) — truncated file?\n", + tag, (long long)off, (long long)got, (long long)n); + exit(1); + } + got += r; + } +} + static void st_init(shards *S, const char *snap_dir) { memset(S, 0, sizeof(*S)); S->cap = 4096; S->t = calloc(S->cap, sizeof(st_tensor)); @@ -128,7 +161,7 @@ static void st_init(shards *S, const char *snap_dir) { if (fstat(fd, &sst) != 0) { perror("fstat shard"); exit(1); } int64_t fsz = (int64_t)sst.st_size; uint64_t hlen; - if (pread(fd, &hlen, 8, 0) != 8) { perror("pread hlen"); exit(1); } + st_pread_full(fd, &hlen, 8, 0, "pread hlen"); /* file malevolo/troncato: hlen deve stare nel file dopo gli 8 byte di * prefisso e sotto il tetto. Senza questo bound hlen+1 puo' andare in * overflow (malloc(0) e poi hdr[hlen]=0 fuori limiti) o forzare una @@ -138,7 +171,7 @@ static void st_init(shards *S, const char *snap_dir) { files[fi], (unsigned long long)hlen, (long long)fsz); exit(1); } char *hdr = malloc(hlen + 1); if (!hdr) { perror("malloc safetensors header"); exit(1); } - if (pread(fd, hdr, hlen, 8) != (ssize_t)hlen) { perror("pread hdr"); exit(1); } + st_pread_full(fd, hdr, (int64_t)hlen, 8, "pread hdr"); hdr[hlen] = 0; int64_t data_start = 8 + (int64_t)hlen; char *arena = NULL; @@ -218,7 +251,7 @@ static int64_t st_read_f32(shards *S, const char *name, float *out, int drop) { if (!t) { fprintf(stderr, "missing tensor: %s\n", name); exit(1); } void *raw = malloc(t->nbytes); if (!raw) { fprintf(stderr, "malloc %lld bytes for tensor %s failed\n", (long long)t->nbytes, name); exit(1); } - if (pread(t->fd, raw, t->nbytes, t->off) != t->nbytes) { perror("pread data"); exit(1); } + st_pread_full(t->fd, raw, t->nbytes, t->off, "pread data"); if (t->dtype == 2) { memcpy(out, raw, t->nbytes); } else if (t->dtype == 0) { @@ -243,7 +276,7 @@ static int64_t st_nbytes(shards *S, const char *name) { static void st_read_raw(shards *S, const char *name, void *out, int drop) { st_tensor *t = st_find(S, name); if (!t) { fprintf(stderr, "missing tensor: %s\n", name); exit(1); } - if (pread(t->fd, out, t->nbytes, t->off) != t->nbytes) { perror("pread raw"); exit(1); } + st_pread_full(t->fd, out, t->nbytes, t->off, "pread raw"); if (drop) posix_fadvise(t->fd, t->off, t->nbytes, POSIX_FADV_DONTNEED); } @@ -256,7 +289,7 @@ static void st_read_slice_f32(shards *S, const char *name, int64_t elem_off, int int esz = (t->dtype == 2) ? 4 : 2; int64_t boff = t->off + elem_off * esz, nb = n_elems * esz; void *raw = malloc(nb); - if (pread(t->fd, raw, nb, boff) != nb) { perror("pread slice"); exit(1); } + st_pread_full(t->fd, raw, nb, boff, "pread slice"); if (t->dtype == 2) memcpy(out, raw, nb); else if (t->dtype == 0) { uint16_t *p = raw; for (int64_t i = 0; i < n_elems; i++) out[i] = bf16_to_f32(p[i]); } else { uint16_t *p = raw; for (int64_t i = 0; i < n_elems; i++) out[i] = f16_to_f32(p[i]); } diff --git a/c/tests/test_st_pread.c b/c/tests/test_st_pread.c new file mode 100644 index 0000000..24ec789 --- /dev/null +++ b/c/tests/test_st_pread.c @@ -0,0 +1,75 @@ +/* st_pread_full: chunk loop + honest truncation errors. + * Built with -DST_PREAD_CHUNK=7 so a ~100-byte tensor takes many pread calls — + * exercising the loop that production only needs past 2^31 bytes (one pread + * caps there on Linux; big bf16 tensors exceed it). Also forks a child against + * a truncated shard and requires exit(1) with a "short read" message instead + * of the old perror("... : Success"). */ +#define _GNU_SOURCE +#include +#include +#include +#include +#include + +#include "../st.h" + +#define CHECK(condition) do { \ + if (!(condition)) { \ + fprintf(stderr, "%s:%d: check failed: %s\n", __FILE__, __LINE__, #condition); \ + return 1; \ + } \ +} while (0) + +static void write_snap(const char *dir, int truncate_bytes) { + char path[512]; + snprintf(path, sizeof(path), "%s/model.safetensors", dir); + unsigned char data[96]; + for (int i = 0; i < 96; i++) data[i] = (unsigned char)(i * 7 + 3); + const char *hdr = "{\"t\":{\"dtype\":\"U8\",\"shape\":[96],\"data_offsets\":[0,96]}}"; + uint64_t hlen = strlen(hdr); + FILE *f = fopen(path, "wb"); + fwrite(&hlen, 8, 1, f); + fwrite(hdr, 1, hlen, f); + fwrite(data, 1, (size_t)(96 - truncate_bytes), f); + fclose(f); +} + +int main(void) { + char dir[] = "/tmp/st_pread_XXXXXX"; + if (!mkdtemp(dir)) { char alt[] = "st_pread_XXXXXX"; if (!mkdtemp(alt)) return 1; strcpy(dir, alt); } + + /* 1) chunk loop: 96-byte tensor read 7 bytes at a time, content exact */ + write_snap(dir, 0); + shards S; st_init(&S, dir); + unsigned char out[96] = {0}; + st_read_raw(&S, "t", out, 0); + for (int i = 0; i < 96; i++) CHECK(out[i] == (unsigned char)(i * 7 + 3)); + + /* 2) shard truncated AFTER st_init (init validates static bounds, so the + * pread path only fires when the file shrinks underneath a live handle): + * child must exit(1) with an honest message, not perror's "Success" */ + char shard[512]; snprintf(shard, sizeof(shard), "%s/model.safetensors", dir); + struct stat sb; CHECK(stat(shard, &sb) == 0); + CHECK(truncate(shard, sb.st_size - 40) == 0); + int pipefd[2]; CHECK(pipe(pipefd) == 0); + pid_t pid = fork(); CHECK(pid >= 0); + if (pid == 0) { + dup2(pipefd[1], 2); close(pipefd[0]); close(pipefd[1]); + unsigned char buf[96]; + st_read_raw(&S, "t", buf, 0); /* inherited handles; must exit(1) inside */ + _exit(42); /* reaching here = bug */ + } + close(pipefd[1]); + char err[512] = {0}; + ssize_t n = read(pipefd[0], err, sizeof(err)-1); (void)n; + close(pipefd[0]); + int status = 0; waitpid(pid, &status, 0); + CHECK(WIFEXITED(status) && WEXITSTATUS(status) == 1); + CHECK(strstr(err, "short read") != NULL); + CHECK(strstr(err, "Success") == NULL); + + char cmd[600]; snprintf(cmd, sizeof(cmd), "rm -rf %s", dir); + if (system(cmd)) {} + printf("test_st_pread: chunk loop + honest truncation error: ok\n"); + return 0; +} From ed8dab4da43356aa587d53b8a29da87d9ca50250 Mon Sep 17 00:00:00 2001 From: Nicholas Beerbower Date: Thu, 16 Jul 2026 16:32:43 -0400 Subject: [PATCH 27/70] =?UTF-8?q?test=5Fst=5Fpread:=20Windows-compatible?= =?UTF-8?q?=20=E2=80=94=20relative=20tmpdir,=20fork=20subtest=20gated=20PO?= =?UTF-8?q?SIX?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Same fix pattern as test_stops: mkdtemp with a CWD-relative template (MinGW resolves Windows paths; /tmp is not one), and the fork/pipe/ truncate-based truncation subtest compiles only where those exist — Windows still runs the cross-platform chunk-loop content check. Co-Authored-By: Claude Fable 5 --- c/tests/test_st_pread.c | 20 +++++++++++++++++--- 1 file changed, 17 insertions(+), 3 deletions(-) diff --git a/c/tests/test_st_pread.c b/c/tests/test_st_pread.c index 24ec789..c874c08 100644 --- a/c/tests/test_st_pread.c +++ b/c/tests/test_st_pread.c @@ -8,8 +8,10 @@ #include #include #include +#ifndef _WIN32 #include #include +#endif #include "../st.h" @@ -35,8 +37,10 @@ static void write_snap(const char *dir, int truncate_bytes) { } int main(void) { - char dir[] = "/tmp/st_pread_XXXXXX"; - if (!mkdtemp(dir)) { char alt[] = "st_pread_XXXXXX"; if (!mkdtemp(alt)) return 1; strcpy(dir, alt); } + /* relative to the CWD, per test_stops: MinGW .exe files resolve Windows + * paths and "/tmp" is not one */ + char dir[] = "test_st_pread_XXXXXX"; + if (!mkdtemp(dir)) { perror("mkdtemp"); return 1; } /* 1) chunk loop: 96-byte tensor read 7 bytes at a time, content exact */ write_snap(dir, 0); @@ -45,6 +49,7 @@ int main(void) { st_read_raw(&S, "t", out, 0); for (int i = 0; i < 96; i++) CHECK(out[i] == (unsigned char)(i * 7 + 3)); +#ifndef _WIN32 /* 2) shard truncated AFTER st_init (init validates static bounds, so the * pread path only fires when the file shrinks underneath a live handle): * child must exit(1) with an honest message, not perror's "Success" */ @@ -67,8 +72,17 @@ int main(void) { CHECK(WIFEXITED(status) && WEXITSTATUS(status) == 1); CHECK(strstr(err, "short read") != NULL); CHECK(strstr(err, "Success") == NULL); +#else + /* fork/pipe/truncate are POSIX; Windows still runs the chunk-loop check */ + printf("test_st_pread: truncation subtest skipped on Windows\n"); +#endif - char cmd[600]; snprintf(cmd, sizeof(cmd), "rm -rf %s", dir); + char cmd[600]; +#ifdef _WIN32 + snprintf(cmd, sizeof(cmd), "rmdir /s /q %s", dir); +#else + snprintf(cmd, sizeof(cmd), "rm -rf %s", dir); +#endif if (system(cmd)) {} printf("test_st_pread: chunk loop + honest truncation error: ok\n"); return 0; From 81a56777df5414feb0b0afc9077f3ecaf5f2625a Mon Sep 17 00:00:00 2001 From: Tonu Samuel Date: Fri, 17 Jul 2026 08:00:26 +0300 Subject: [PATCH 28/70] glm.c: detect 9p by statfs f_type, not the "/mnt/" path prefix The slow-filesystem warning fired for any model path under /mnt/, which false-positives on native-Linux mounts (ZFS/ext4/xfs/NFS) that commonly live there. Check the actual filesystem type via statfs() against the 9p superblock magic (0x01021997) instead, so it only warns for a genuine WSL 9p mount. Linux-only (statfs); no behavior change on other platforms. --- c/glm.c | 16 +++++++++++++--- 1 file changed, 13 insertions(+), 3 deletions(-) diff --git a/c/glm.c b/c/glm.c index 7e05ad9..511fcc5 100644 --- a/c/glm.c +++ b/c/glm.c @@ -37,6 +37,9 @@ #include /* fstat per mmap degli shard (COLI_MMAP) */ #include /* SIGINT = stop morbido del turno in serve mode */ #endif +#ifdef __linux__ +#include /* statfs: real fs-type check for the 9p warning (below) */ +#endif #if defined(_WIN32) && (defined(__x86_64__) || defined(__i386__)) #include /* hwinfo_emit: CPU brand string senza /proc */ #endif @@ -5909,9 +5912,16 @@ int main(int argc, char **argv){ m.has_mtp?"ACTIVE":"absent", g_draft); /* anche su stderr: e' il canale che le UI (coli) mostrano all'utente */ fprintf(stderr,"[MTP] %s (draft=%d)\n", m.has_mtp?"active: native speculative decoding":"absent", g_draft); - if(!strncmp(snap,"/mnt/",5)) - fprintf(stderr,"WARNING: the model is on %s (slow 9p/Windows filesystem; fadvise is ineffective).\n" - " Keep it on ext4 (for example, /home/...) for memory efficiency and speed.\n", snap); +#ifdef __linux__ + { /* Only warn for a GENUINE 9p mount (WSL Windows drives, magic 0x01021997), where + * fadvise is a no-op. The old check was `snap` starting with "/mnt/", which + * false-positives on native-Linux ZFS/ext4/xfs/NFS mounts that also live under /mnt. */ + struct statfs sfb; + if(statfs(snap,&sfb)==0 && (unsigned long)sfb.f_type==0x01021997UL) + fprintf(stderr,"WARNING: the model is on %s (9p/Windows filesystem; fadvise is ineffective).\n" + " Keep it on a native Linux fs (ext4/xfs/zfs) for memory efficiency and speed.\n", snap); + } +#endif /* HOT-STORE: PIN= [PIN_GB=g] -> top expert per frequenza fissi in RAM. * Va PRIMA di cap_for_ram: i pinnati contano nel residente. */ if(getenv("PIN")){ From 721bfcb325495216bb7eca49f1dd3a2cbd2f7896 Mon Sep 17 00:00:00 2001 From: BM Cho Date: Fri, 17 Jul 2026 17:03:49 +0800 Subject: [PATCH 29/70] docs: add Traditional Chinese README --- README.md | 4 + README.zh-TW.md | 233 ++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 237 insertions(+) create mode 100644 README.zh-TW.md diff --git a/README.md b/README.md index 4045e9a..797f1ca 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,10 @@ colibrì — tiny engine, immense model

        +
        + **Tiny engine, immense model.** Run **GLM-5.2 (744B-parameter MoE)** on a consumer machine with ~25 GB of RAM — in pure C, with zero dependencies, by streaming experts from disk. Colibrì is a lightweight, quality-preserving MoE runtime that treats VRAM, RAM, diff --git a/README.zh-TW.md b/README.zh-TW.md new file mode 100644 index 0000000..1662617 --- /dev/null +++ b/README.zh-TW.md @@ -0,0 +1,233 @@ +

        + colibrì——小巧引擎,龐大模型 +

        + +

        + English · 繁體中文 +

        + +**小巧引擎,龐大模型。**只要約 25 GB 記憶體,就能在消費級電腦上執行 **GLM-5.2(744B 參數的 MoE)**——以零相依套件的純 C 實作,從硬碟串流載入專家。 + +Colibrì 是一套輕量、維持品質的 MoE 執行環境,將 VRAM、RAM +與儲存裝置視為統一管理的記憶體階層。高速記憶體不足可能降低速度, +但預設策略**絕不會在未告知的情況下改變模型精度或路由語意**。 + +``` +$ ./coli chat + 🐦 colibrì v1.0 — GLM-5.2 · 744B MoE · int4 · streaming CPU + ✓ ready in 32s · resident 9.9 GB + › ciao! + ◆ Ciao! 😊 Come posso aiutarti oggi? +``` + +## 實際運行畫面 + +

        + colibrì 網頁儀表板——即時指標、硬體面板與專家儲存層級 +

        +

        網頁儀表板(./coli web):744B 模型達到 4 tok/s、TTFT 1.6 秒、硬碟讀取 0—— +在 6× RTX 5090 上讓所有專家常駐,並即時顯示 token 指標、每輪耗時明細、 +VRAM/RAM/硬碟層級長條,以及角落的即時迷你大腦。

        + +

        + 大腦頁面——以即時皮質呈現 19,456 個專家 +

        +

        大腦(Brain)頁面:將全部 19,456 個專家呈現為活的皮質——顏色代表儲存層級, +亮度代表路由熱度,每輪被路由到的專家都會閃白。將游標停在專家上,即可查看其 +實測主題親和度

        + +

        + 圖譜頁面——以 3D 星系呈現實測專家圖譜 +

        +

        圖譜(Atlas)頁面:將實測專家圖譜 +呈現為 3D 星系——共 13,260 個已分析專家,其中 1,041 個可重現的專門專家會按主題聚集 +(詩歌、法律、中文、SQL……)。位置取自實測路由親和度,而非學習出的嵌入向量。拖曳即可旋轉。

        + +## 核心概念 + +744B 的專家混合(Mixture-of-Experts)模型,每個 token 只會啟用約 40B 參數—— +其中每個 token 之間會變動的只有約 11 GB(被路由到的專家): + +

        + 每個 token 只會啟用約 5.4% 的參數 +

        + +所以模型不必完整**放進**高速記憶體,而是需要正確**配置位置**: + +- **稠密部分**(注意力、共享專家、嵌入——約 17B 參數)以 int4 + **常駐 RAM**(約 9.9 GB); +- **19,456 個路由專家**(75 個 MoE 層 × 256,加上 MTP head;每個在 int4 下約 19 MB) + **存放在硬碟**(約 370 GB),並**隨需串流載入**,搭配逐層 LRU 快取、 + 會學習的熱門專家固定儲存區,以及選用的 VRAM 層級。 + +引擎由單一 C 檔(`c/glm.c`)與少量標頭檔組成。不需要 BLAS, +執行階段不需要 Python,也不需要 GPU。 + +## 運作方式 + +### 每個 token 的處理路徑 + +

        + 路由 → 聯集 → 配置 → 重疊執行 → 學習 +

        + +每個 token 的每一層都會走過相同的五個步驟。設計目標是讓 +**配置只決定速度**——無論專家是從 VRAM 或硬碟回應,路由器的決策與權重精度都完全相同。 + +### 統一記憶體階層,取代單一記憶體門檻 + +

        + VRAM/RAM/NVMe 三層專家常駐架構 +

        + +同一套引擎涵蓋完整硬體範圍:在 25 GB 筆電上,一切都從硬碟串流載入 +(慢,但結果正確);在大型主機上,則可讓整組專家常駐 +(`CUDA_EXPERT_GB=auto PIN_GB=all`),讓硬碟完全退出解碼路徑。 +兩端之間有一層**學習型快取**:引擎會記錄*你的*工作負載路由到哪些專家 +(`.coli_usage`,每輪更新),並自動固定最熱門的專家——colibrì 確實會越用越快。 +在多插槽主機上,`COLI_NUMA=1` 會將常駐權重交錯分配到各記憶體控制器 +([#82](https://github.com/JustVugg/colibri/issues/82))。 + +### 絕不為同一次硬碟讀取等待兩遍 + +快取未命中的成本很高,因此引擎大部分的巧思都用來避免或重疊處理這些讀取: +每個專家的三個矩陣相鄰儲存,並以一次 `pread` 讀取;有界非同步 I/O pool +(`PIPE=1`,預設啟用)會在常駐專家運算時載入缺少的專家;批次位置只讀取每個 +不重複專家一次(**批次聯集**);路由前瞻執行緒(`PILOT=1`)則預先載入下一層專家—— +實測顯示,路由結果提前一層時有 **71.6% 的可預測性**。 +在 GPU 上,常駐管線(`COLI_CUDA_PIPE=2`)讓殘差流跨層保留在裝置端, +使 CPU 專家迴圈不中斷;在 Apple Silicon 上,實驗性的 +[Metal 後端](docs/metal.md)會用統一記憶體 GPU 執行批次專家運算。 + +### 忠實模型,壓縮狀態 + +前向傳遞已透過 `transformers` oracle 驗證為**逐 token 完全一致** +(teacher-forcing 32/32)。MLA 注意力儲存壓縮後的 KV 狀態——每個 token 為 576 個 +浮點數,而非 32,768 個(**縮小 57×**)——並跨重新啟動持久保存 +(`.coli_kv`):對話可暖啟恢復,不需重新 prefill,結果與不中斷的工作階段 +逐位元組相同。DSA 稀疏注意力(GLM-5.2 的 lightning indexer)已忠實實作, +並透過強制選取所有 key,驗證可精確重現稠密注意力。 + +### 如實呈現推測式解碼 + +GLM-5.2 原生 MTP head 會起草 token,再由主模型以一次批次前向傳遞驗證—— +條件合適時每次 forward 可產生 2.2–2.8 個 token。兩條得來不易的規則已成為預設值: +MTP head 必須是 **int8**(int4 head 的接受率會崩落到 0–4%,見 +[#8](https://github.com/JustVugg/colibri/issues/8)),且草稿與驗證必須計算 +**相同函數**——`SPEC_PIN=1` 會把兩者固定在同一 kernel family +(完整鑑識過程見 [#163](https://github.com/JustVugg/colibri/issues/163))。 +文法強制草稿([`GRAMMAR=file.gbnf`](docs/grammar-draft.md))可在受限 JSON 輸出中, +以近乎免費的成本提高接受率。推測式解碼是否帶來淨收益取決於快取熱度——請實測, +若不划算就使用 `DRAFT=0`。 + +## 實際成果 + +

        + 各硬體等級的實測解碼速度 +

        + +同一套引擎、同一個 int4 容器——硬體只會改變專家的存放位置。 +[完整 benchmark 表格](docs/benchmarks.md)中的重點如下: + +- **6× RTX 5090,全部常駐:**解碼 5.8–6.8 tok/s,TTFT 約 13 秒 + ([實驗紀錄](docs/experiments/glm52-6x5090-2026-07-12.md)); +- **128 GB、僅使用 CPU 的桌上型電腦:**暖機後約 1.8 tok/s + ([#200](https://github.com/JustVugg/colibri/issues/200)); +- **單張 RTX 5070 Ti 的筆電級電腦:**透過 GPU 常駐管線達到 1.07 tok/s + ([#273](https://github.com/JustVugg/colibri/issues/273)); +- **25 GB 開發機:**冷啟動 0.05–0.1 tok/s——這是專案起步時已證實的下限, + 也仍是如實呈現的基準。 + +品質來自測量,而非假設:int4 容器的量化成本,以及 scale granularity/rotation +消融實驗,收錄於 [docs/benchmarks.md](docs/benchmarks.md#quality-benchmark)、 +[#108](https://github.com/JustVugg/colibri/issues/108) 與 +[#81](https://github.com/JustVugg/colibri/issues/81)。 + +## 開始使用 + +### 1. 取得模型 + +Hugging Face 上已有預先轉換的 **GLM-5.2 int4** 容器——請務必使用 +**含 int8 MTP head 的版本**: + +**https://huggingface.co/mateogrgic/GLM-5.2-colibri-int4-with-int8-mtp** + +> ⚠️ 原始鏡像使用 int4 MTP head → 草稿接受率為 0% +>([#8](https://github.com/JustVugg/colibri/issues/8))。請檢查你的版本: +> `ls -l /out-mtp-*`——正確的 int8 大小為 `3527131672 / 5366238584 / 1065950496`。 + +你也可以自行從 FP8 來源轉換——只需一條可續傳的指令,且任何時候都不需要 +在硬碟上同時存放完整的 756 GB: + +```bash +cd c && ./setup.sh # 檢查 gcc/OpenMP、建置並執行自我測試 +./coli convert --model /nvme/glm52_i4 # 逐 shard 下載並轉換(僅此一次需要 python) +``` + +### 2. 執行 + +```bash +COLI_MODEL=/nvme/glm52_i4 ./coli chat # 自動偵測 RAM 預算、快取與 MTP +COLI_MODEL=/nvme/glm52_i4 ./coli plan # 檢視規劃的 VRAM/RAM/硬碟配置 +COLI_MODEL=/nvme/glm52_i4 ./coli doctor # 唯讀就緒檢查 +./coli web --model /nvme/glm52_i4 # 在同一個連接埠提供 API 與網頁儀表板 +./coli serve --model /nvme/glm52_i4 # 僅提供 OpenAI 相容 API +``` + +引擎執行階段是純 C——python 只供單次轉換工具與選用的 API gateway 使用。 + +### 3. 深入了解 + +| 主題 | 文件 | +|---|---| +| Benchmark、社群實測數據、品質測量 | [docs/benchmarks.md](docs/benchmarks.md) | +| 調校選項、策略、學習型快取、預先載入 | [docs/tuning.md](docs/tuning.md) | +| Windows 11 原生建置(含 CUDA DLL) | [docs/windows.md](docs/windows.md) | +| CUDA 後端、VRAM 專家層級、全部常駐 | [docs/cuda.md](docs/cuda.md) | +| Apple Silicon Metal 後端 | [docs/metal.md](docs/metal.md) | +| OpenAI 相容 API、KV slots、網頁儀表板 | [docs/api.md](docs/api.md) | +| 文法強制草稿(結構化輸出) | [docs/grammar-draft.md](docs/grammar-draft.md) | +| 環境變數完整清單 | [docs/ENVIRONMENT.md](docs/ENVIRONMENT.md) | + +## 支持專案 + +colibrì 最初是由一人使用 12 核心、25 GB RAM 的筆電開發; +如今它的數據來自社群中的各種真實機器。如果這個專案對你有用: + +- ⭐ 為儲存庫加星並分享; +- 🐛 以 issue 提交你的硬體 benchmark 數據——實測資料比任何其他事都更能推動專案; +- 💬 若想贊助開發或捐贈硬體,請透過 GitHub issues 聯絡。 + +## 儲存庫結構 + +``` +Makefile 根目錄建置/檢查入口 +c/ +├── glm.c 單檔 GLM 引擎 +├── st.h, tok.h, json.h 執行階段標頭檔 +├── backend_cuda.* 選用的 CUDA 層級 +├── Makefile 建置與本機檢查 +├── coli 使用者介面 CLI +├── openai_server.py OpenAI 相容 HTTP gateway +├── setup.sh 單一指令完成本機設定 +├── tools/ 離線轉換、fixtures 與 benchmarks +├── scripts/ 長時間轉換輔助工具 +└── tests/ 零相依套件的 C 與 Python 測試 +web/ 瀏覽器 UI(純 OpenAI API client) +desktop/ 包裝網頁 UI 的 Tauri v2 桌面 shell +docs/ 參考文件、實驗與媒體檔 +``` + +執行階段路徑刻意維持扁平、易讀:`glm.c` 加上少量標頭檔。 +在儲存庫根目錄執行 `make`、`make check` 與 `make clean`, +都會轉交給引擎的 Makefile。 + +## 為什麼叫做「colibrì」 + +蜂鳥只有幾公克重,能在原地懸停,並在一天內造訪上千朵花。 +這套引擎只用蜂鳥般的配給,就能讓 744B 參數的巨人運轉: +25 GB RAM、十二個 CPU 核心,以及對硬碟的大量耐心。 + +## 授權條款 + +Apache 2.0。GLM-5.2 權重由 Z.ai 以 MIT 授權發布。 From 3f239dbb922ebe4923495a7e42bce304ab2ffc4b Mon Sep 17 00:00:00 2001 From: ZacharyZcR Date: Fri, 17 Jul 2026 18:39:53 +0800 Subject: [PATCH 30/70] =?UTF-8?q?tools:=20rate-scale=20the=20E8=20lattice?= =?UTF-8?q?=20ball=20by=20bit-width=20=E2=80=94=20int3-e8=20is=20now=20a?= =?UTF-8?q?=20real=20int3=20codebook,=20not=20a=20fixed=202-bit=20ball?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- c/tools/quant_ablation.py | 19 +++++++++++++++---- 1 file changed, 15 insertions(+), 4 deletions(-) diff --git a/c/tools/quant_ablation.py b/c/tools/quant_ablation.py index 689643a..dd08715 100644 --- a/c/tools/quant_ablation.py +++ b/c/tools/quant_ablation.py @@ -118,7 +118,7 @@ def quantize_param(w, bits, group, rot=False, e8=""): def _grid_or_e8(x, bits, group, e8): if e8: - return _quant_e8(x.float(), group, ball=(e8 == "-e8")) + return _quant_e8(x.float(), group, bits, ball=(e8 == "-e8")) return _quant_last_dim(x, bits, group) @@ -169,8 +169,15 @@ def _e8_ball(y, r2=10.0): return p -def _quant_e8(x, group, ball): - """Blocks of 8 along the input dim; per-group scale by MSE search over RMS multiples.""" +_E8_R2_REPORTED = set() +def _e8_radius(bits): + # E8 lattice: points within |p|^2<=r2 grow ~r2^4, so +1 bit (x256 codebook) needs r2 x4. + # Anchor: r2=10 is the ~2^16 E8P ball (2 bits over 8 dims). Scale from there. + return 10.0 * (4.0 ** (bits - 2)) + +def _quant_e8(x, group, bits, ball): + """Blocks of 8 along the input dim; per-group scale by MSE search over RMS multiples. + ball=True clamps to the rate-scaled E8 ball for `bits`; ball=False is the unbounded ideal.""" if x.shape[-1] % 8: raise SystemExit(f"-e8 needs input dim divisible by 8 (got {x.shape[-1]})") g = group or x.shape[-1] @@ -183,7 +190,11 @@ def _quant_e8(x, group, ball): for k in (0.5, 0.7, 0.9, 1.1, 1.4, 1.8, 2.4): s = rms * k yb = (xg / s).reshape(-1, g // 8, 8) - p = _e8_ball(yb) if ball else _e8_nearest(yb) + p = _e8_ball(yb, _e8_radius(bits)) if ball else _e8_nearest(yb) + if ball and bits not in _E8_R2_REPORTED: + _E8_R2_REPORTED.add(bits) + import sys as _sys + _sys.stderr.write(f"[e8] bits={bits}: ball r2={_e8_radius(bits):.1f}\n") out = (p.reshape(-1, g) * s) err = (out - xg).pow(2).sum(-1, keepdim=True) if best_err is None: From 528b3cff37353d5a4719311f89b2e2eecc2af2a6 Mon Sep 17 00:00:00 2001 From: woolcoxm <13604288+woolcoxm@users.noreply.github.com> Date: Fri, 17 Jul 2026 07:18:24 -0400 Subject: [PATCH 31/70] fix(flake): package engine, support modules, and python for Nix builds (#345) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Four bugs in the Nix flake, all addressed: 1. checkPhase failed with "make: python3: No such file or directory" because `make test-c` shells out to python3 (c/Makefile: PYTHON ?= python3) but python3 wasn't in nativeBuildInputs. Add pkgs.python3. 2. `coli serve` reported "engine is not built" even though glm was packaged, because the engine landed in $out/bin while coli looks for it beside itself, in libexec/colibri, or via $COLI_ENGINE (c/coli:57- 66). The wrapper now sets COLI_ENGINE to the bundled engine. 3. `coli serve` failed with ModuleNotFoundError: openai_server because the support modules (openai_server.py, resource_plan.py, doctor.py) were not installed. Install them and put their dir on PYTHONPATH. 4. Rebuilt the install layout into a self-contained $out/lib/colibri/ that mirrors the source tree coli expects, with $out/bin/{glm,coli} as user-facing entry points (glm symlinked; coli wrapped). NOTE: flake.lock is intentionally not included — it must be generated on a Nix host via `nix flake lock` and committed separately, since it requires narHash values that only the nix tooling can compute. --- flake.nix | 33 +++++++++++++++++++++++---------- 1 file changed, 23 insertions(+), 10 deletions(-) diff --git a/flake.nix b/flake.nix index 368b0a7..83c6de2 100644 --- a/flake.nix +++ b/flake.nix @@ -26,7 +26,9 @@ version = "1.0"; src = ./.; - nativeBuildInputs = [ pkgs.makeWrapper ]; + # python3 is needed by checkPhase: `make test-c` shells out to + # `python3 tools/run_tests.py` (see c/Makefile, PYTHON ?= python3). + nativeBuildInputs = [ pkgs.makeWrapper pkgs.python3 ]; buildInputs = [ pkgs.gcc @@ -44,18 +46,29 @@ installPhase = '' runHook preInstall - mkdir -p $out/bin - cp c/glm $out/bin/glm - # Wrap coli (the Python CLI) so it finds the right python and the engine - mkdir -p $out/share/colibri - cp c/coli $out/share/colibri/coli - chmod +x $out/share/colibri/coli - cp -r c/tools $out/share/colibri/tools + # Self-contained layout under $out/lib/colibri that mirrors the + # source tree `coli` runs in (see the path-resolution logic at the + # top of c/coli): the engine, the coli CLI script, the support + # modules it imports (openai_server.py, resource_plan.py, + # doctor.py), and tools/ all sit next to each other. + mkdir -p $out/lib/colibri/tools $out/bin + cp c/glm $out/lib/colibri/glm + cp c/coli $out/lib/colibri/coli + chmod +x $out/lib/colibri/coli + cp c/openai_server.py c/resource_plan.py c/doctor.py $out/lib/colibri/ + cp -r c/tools/* $out/lib/colibri/tools/ + # $out/bin holds the user-facing entry points. + ln -s ../lib/colibri/glm $out/bin/glm + + # Wrap coli: point it at the bundled engine (COLI_ENGINE) so it is + # found by default, and at the module dir (PYTHONPATH) so + # `import openai_server` / `resource_plan` / `doctor` resolve. makeWrapper ${pythonEnv}/bin/python $out/bin/coli \ - --add-flags "$out/share/colibri/coli" \ - --set PYTHONPATH "${pythonEnv}/${pkgs.python3.sitePackages}" + --add-flags "$out/lib/colibri/coli" \ + --set COLI_ENGINE "$out/lib/colibri/glm" \ + --set PYTHONPATH "$out/lib/colibri:${pythonEnv}/${pkgs.python3.sitePackages}" runHook postInstall ''; From 8bf4cb9a98f38f758154ccce6c2bdd77e73a9b41 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Fri, 17 Jul 2026 02:07:09 +0200 Subject: [PATCH 32/70] =?UTF-8?q?coli:=20chat=20attaches=20to=20a=20runnin?= =?UTF-8?q?g=20serve=20=E2=80=94=20the=20engine=20survives=20the=20chat=20?= =?UTF-8?q?(local)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The cold-chat cost, measured on this box: every `coli chat` spawns a private engine (34-136 s of resident load) and starts with an empty expert cache (hit 4% cold vs 55% warm). Quitting throws both away. `coli chat` now probes localhost:8000 first (~1 ms when nothing listens) and, if a `coli serve` answers, runs the REPL over plain OpenAI SSE against it: stdlib urllib only, engine byte-protocol untouched. --attach [URL] forces it, --no-attach restores a private engine. reasoning_content keepalive pings are filtered; :reset starts a new conversation client-side (the server's KV slots reuse prefixes per conversation on their own). Verified against a mock SSE server (pings ignored, markdown rendered, :reset, clean exit) and against the real 744B model: two consecutive sessions, second attach instant with zero reload — the engine stayed resident at 15.7 GB across both. Honest limit: warmth carry-over BETWEEN different conversations is small here because cap=3 slots/layer is a short memory; the structural wins are the load never being repaid and same-conversation continuation. LOCAL ONLY for now — not pushed, per the current working rule. Co-Authored-By: Claude Opus 4.8 (cherry picked from commit aa406ccab8a4501b924bc3a9f4725dd1d18a685d) --- c/coli | 136 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 134 insertions(+), 2 deletions(-) diff --git a/c/coli b/c/coli index 4c27415..74f95de 100755 --- a/c/coli +++ b/c/coli @@ -20,7 +20,7 @@ Configuration through environment variables or flags (also valid after the subco --topp P adaptive expert top-p --topk N fixed top-k --ngen N maximum response tokens --cap N cache slots/layer """ -import os, sys, subprocess, argparse, json, time, signal, shutil, threading, re, codecs, tempfile, textwrap +import os, sys, subprocess, argparse, json, time, signal, shutil, threading, re, codecs, tempfile, textwrap, struct # The engine mmaps every shard (144+ files); macOS default RLIMIT_NOFILE is 256. if sys.platform != "win32": @@ -484,9 +484,134 @@ def cmd_run(a): e=env_for(a); e["PROMPT"]=f"[gMASK]<|user|>{prompt}<|assistant|>" sys.exit(subprocess.call([GLM, str(a.cap)], env=e)) +def server_probe(base, api_key=None, timeout=1.5): + """Is a coli serve alive at `base`? Returns its model_id, or None. + Probes /health then /v1/models — both cheap, neither touches the engine.""" + import urllib.request, urllib.error + def get(path): + req=urllib.request.Request(base.rstrip("/")+path) + if api_key: req.add_header("Authorization", f"Bearer {api_key}") + with urllib.request.urlopen(req, timeout=timeout) as r: + return json.loads(r.read().decode("utf-8","replace")) + try: + if get("/health").get("status")!="ok": return None + data=get("/v1/models").get("data") or [] + return data[0]["id"] if data else None + except Exception: + return None + +def chat_attached(a, base, model_id): + """The chat REPL over HTTP against a running `coli serve`. + + Why this exists (the cold-chat cost, measured): spawning a private engine + pays 34-136 s of resident load on EVERY start, and begins with an empty + expert cache — hit rate 4% cold vs 55% warm, a ~10x on early decode. A + resident server pays load once and keeps the LRU warm across sessions; + its KV slots reuse the conversation prefix, so a continued chat skips + re-prefill too. The engine byte-protocol stays untouched — this is plain + OpenAI SSE over localhost, stdlib only.""" + import urllib.request + print(f" {C.grn}✦ attached{C.r} {C.dim}to {base} · model {model_id} · the engine stays warm after you quit{C.r}") + print(f" {C.dim}type and press Enter · Ctrl-C stops the answer · :reset starts a new conversation · :q exits{C.r}\n") + msgs=[] + w=term_w()-4 + while True: + if TTY: + print(f" {C.dgray}╭{'─'*w}╮{C.r}") + try: msg=input(f" {C.dgray}│{C.r} {C.teal}{C.b}›{C.r} ") + except EOFError: print(); break + print(f" {C.dgray}╰{'─'*w}╯{C.r}") + else: + try: msg=input() + except EOFError: break + msg=msg.strip() + if msg in (":q",":quit","exit"): break + if not msg: continue + if msg==":reset": msgs=[]; print(f" {C.dim}✦ new conversation{C.r}\n"); continue + msgs.append({"role":"user","content":msg}) + body=json.dumps({"model":model_id,"messages":msgs,"stream":True, + "max_tokens":a.ngen}).encode() + req=urllib.request.Request(base.rstrip("/")+"/v1/chat/completions", data=body, + headers={"Content-Type":"application/json"}) + if a.api_key: req.add_header("Authorization", f"Bearer {a.api_key}") + print(f"\n {C.teal}◆ colibrì{C.r}") + sp=Spinner("thinking…"); sp.start() + md=MDStream(" "); reply=[]; first=True; t0=time.time(); interrupted=False + try: + with urllib.request.urlopen(req) as r: + for raw in r: + line=raw.decode("utf-8","replace").strip() + if not line.startswith("data: "): continue + data=line[6:] + if data=="[DONE]": break + try: ev=json.loads(data) + except ValueError: continue + for ch in ev.get("choices",[]): + d=ch.get("delta",{}) + txt=d.get("content") + if not txt: continue # ping/ruolo/reasoning: non è testo + if first: sp.stop(); first=False + md.feed(txt); reply.append(txt) + except KeyboardInterrupt: + interrupted=True # il server annulla la richiesta alla disconnessione + except OSError as e: + sp.stop() + print(f"\n {C.yel}[server unreachable: {e}]{C.r}"); break + sp.stop(); md.close() + if reply: msgs.append({"role":"assistant","content":"".join(reply)}) + else: msgs.pop() # turno vuoto: non sporcare la history + el=time.time()-t0 + note=" · ⏹ interrupted" if interrupted else "" + print(f"\r {C.dgray}└─ ~{len(''.join(reply))//4} tok · {el:.0f}s{note}{C.r}\n") + print(f" {C.dim}goodbye — the engine keeps running for the next chat 🐦{C.r}") + +def kv_resume_notice(model_dir): + """SERVE mode silently resumes .coli_kv from disk (glm.c kv_disk_load): a chat + started today continues a conversation from days ago, with `first=0` so the + turn is appended WITHOUT the [gMASK] prefix. The engine does announce it + on stderr — but nothing here ever shows that: the drain thread's + p.stderr.read() blocks until EOF, so on a healthy start errlog is still empty + when the status lines are printed. The warning only appeared once the engine + DIED, which is exactly when it no longer mattered. + + Measured cost of the silence: a chat inherited 670 tokens of an old Italian + session ("il mio numero preferito e 7, ricordalo!"). Every later reply came + back in Italian, and "explain fibonacci in short" was answered about the + number 7 — the model was being coherent with a context nobody could see, and + it read as a quantization bug for a day. + + So say it here, in Python, from the file itself: no pipe, no thread, no + Windows deadlock risk (see the stderr comment below).""" + p=os.path.join(model_dir, ".coli_kv") + try: + with open(p,"rb") as f: + if f.read(8)!=b"COLIKV1\0": return + h=struct.unpack("<8i", f.read(32)) + n=h[6] + if n<1: return + age=time.time()-os.path.getmtime(p) + when=f"{age/86400:.0f}d ago" if age>86400 else f"{age/3600:.0f}h ago" if age>3600 else "just now" + print(f" {C.yel}↺ resuming a saved conversation: {n} tokens, last written {when}{C.r}") + print(f" {C.dgray} it steers tone, language and topic. :reset clears it · " + f"KVSAVE=0 disables saving · delete {p} to start clean{C.r}") + except (OSError, struct.error): pass + def cmd_chat(a): + # ATTACH: a running `coli serve` beats a private engine every time — the load + # (34-136 s) and the cache warmth survive between sessions. Explicit --attach + # wins; otherwise probe localhost quietly and use it if it's there. --no-attach + # forces the old behaviour. The probe costs ~1 ms when nothing is listening. + if not getattr(a,"no_attach",False): + base=getattr(a,"attach",None) or "http://127.0.0.1:8000" + mid=server_probe(base, getattr(a,"api_key",None)) + if mid: + banner(f"chat · {mid} · attached") + chat_attached(a, base, mid); return + if getattr(a,"attach",None): + sys.exit(f"--attach: no coli serve answering at {base} (start one with: coli serve --model )") need_model(a.model) banner(f"chat · {os.path.basename(a.model)} · ram {a.ram or '-'}GB · topp {a.topp or 'off'}") + kv_resume_notice(a.model) errlog=tempfile.NamedTemporaryFile(mode="w+", suffix=".log", delete=False) e=env_for(a); e["SERVE"]="1" # stderr -> PIPE, NOT stderr=errlog (file). On Windows/MinGW, pointing the @@ -719,7 +844,14 @@ def main(): pd=sub.add_parser("doctor",parents=[common]) pd.add_argument("--json",action="store_true",help="emit a versioned JSON report") pr=sub.add_parser("run", parents=[common]); pr.add_argument("prompt", nargs="*") - sub.add_parser("chat", parents=[common]) + pc=sub.add_parser("chat", parents=[common]) + pc.add_argument("--attach", nargs="?", const="http://127.0.0.1:8000", default=None, + help="chat against a running `coli serve` instead of spawning an engine " + "(keeps the model loaded and the expert cache warm across chat sessions). " + "Bare --attach probes localhost:8000.") + pc.add_argument("--no-attach", action="store_true", + help="never auto-attach, always spawn a private engine") + pc.add_argument("--api-key", default=os.environ.get("COLI_API_KEY")) ps=sub.add_parser("serve", parents=[common]) ps.add_argument("--host",default="127.0.0.1"); ps.add_argument("--port",type=int,default=8000) ps.add_argument("--model-id",default=os.environ.get("COLI_MODEL_ID","glm-5.2-colibri")) From 7eb239328d128c70bb5e939a89cf6fd8023528fb Mon Sep 17 00:00:00 2001 From: JustVugg Date: Fri, 17 Jul 2026 13:26:48 +0200 Subject: [PATCH 33/70] =?UTF-8?q?coli:=20serve=20pidfile=20+=20coli=20stop?= =?UTF-8?q?=20=E2=80=94=20one=20command=20to=20shut=20engine=20and=20serve?= =?UTF-8?q?r=20down?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit No more manual pkill: cmd_serve writes a pidfile, cmd_stop finds the server (pidfile, then /proc cmdline) and its engine (comm glm/exe/olmoe with SERVE=1 in environ — the engine re-execs for OMP tuning so its comm is 'exe', which is why every 'pkill -x glm' in history killed nothing). SIGTERM, wait, SIGKILL. --dry-run lists targets without acting. First real use took down a live serve+engine pair cleanly and released 16 GB. Co-Authored-By: Claude Opus 4.8 (cherry picked from commit 41a872c331a2a0a8655699e0171c68dd2bcda186) --- c/coli | 63 ++++++++++++++++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 59 insertions(+), 4 deletions(-) diff --git a/c/coli b/c/coli index 74f95de..0dd9de3 100755 --- a/c/coli +++ b/c/coli @@ -744,12 +744,65 @@ def cmd_chat(a): except Exception: pass print(f" {C.teal}goodbye{C.r} {C.dim}— the hummingbird returns to its nest{C.r} 🐦\n") +def serve_pidfile(port): return os.path.join(tempfile.gettempdir(), f"coli-serve-{port}.pid") + def cmd_serve(a): need_model(a.model) + # pidfile: cosi' `coli stop` spegne tutto con un comando, senza pkill a mano. + # EN: pidfile so `coli stop` can shut everything down without manual pkill. + try: + with open(serve_pidfile(a.port),"w") as f: f.write(f"{os.getpid()} {a.model}\n") + except OSError: pass from openai_server import serve - serve(a.model, a.host, a.port, a.model_id, a.api_key, - a.cap,a.ngen,GLM,env_for(a),a.cors_origin, - a.max_queue,a.queue_timeout,a.kv_slots) + try: + serve(a.model, a.host, a.port, a.model_id, a.api_key, + a.cap,a.ngen,GLM,env_for(a),a.cors_origin, + a.max_queue,a.queue_timeout,a.kv_slots) + finally: + try: os.unlink(serve_pidfile(a.port)) + except OSError: pass + +def cmd_stop(a): + """Shut down a running `coli serve` AND its engine — one command, no pkill. + The engine re-execs itself for OMP tuning, so its process is named `exe`, + not `glm`: every `pkill -x glm` in history silently killed nothing (that is + how two 17+5 GB ghost engines OOM'd this box on 2026-07-16). This finds the + real processes: the pidfile first, then /proc by cmdline/environ — only + processes that are demonstrably ours (SERVE=1 + our SNAP, or `coli serve` + in the command line).""" + banner("stop") + targets=[] # (pid, descrizione) + pf=serve_pidfile(a.port) + try: + pid=int(open(pf).read().split()[0]) + os.kill(pid,0); targets.append((pid,f"coli serve (pidfile, port {a.port})")) + except (OSError,ValueError,IndexError): pass + for pd in os.listdir("/proc"): + if not pd.isdigit(): continue + pid=int(pd) + try: + cmd=open(f"/proc/{pd}/cmdline","rb").read().replace(b"\0",b" ").decode("utf-8","replace") + if "coli" in cmd and " serve" in cmd and pid!=os.getpid(): + if not any(p==pid for p,_ in targets): targets.append((pid,"coli serve (cmdline)")) + comm=open(f"/proc/{pd}/comm").read().strip() + if comm in ("glm","exe","olmoe"): + env=open(f"/proc/{pd}/environ","rb").read().replace(b"\0",b"\n").decode("utf-8","replace") + if "SERVE=1" in env: targets.append((pid,f"engine `{comm}` (SERVE=1)")) + except (OSError,PermissionError): continue + if not targets: + print(f" nothing running — no serve on port {a.port}, no SERVE engines"); return + for pid,desc in targets: print(f" {'would stop' if a.dry_run else 'stopping'} {pid}: {desc}") + if a.dry_run: return + for pid,_ in targets: + try: os.kill(pid, signal.SIGTERM) + except OSError: pass + time.sleep(2.0) + for pid,_ in targets: + try: os.kill(pid, signal.SIGKILL); print(f" {pid}: forced (SIGKILL)") + except OSError: pass # gia' morto: bene + try: os.unlink(pf) + except OSError: pass + print(f" {C.grn}✓ stopped{C.r} — RAM released") def cmd_web(a): """serve + open the dashboard in the browser once the API answers.""" @@ -860,6 +913,8 @@ def main(): ps.add_argument("--max-queue",type=int,default=int(os.environ.get("COLI_MAX_QUEUE","8"))) ps.add_argument("--queue-timeout",type=float,default=float(os.environ.get("COLI_QUEUE_TIMEOUT","300"))) ps.add_argument("--kv-slots",type=int,default=int(os.environ.get("COLI_KV_SLOTS","1"))) + pst=sub.add_parser("stop", parents=[common], help="shut down a running coli serve and its engine") + pst.add_argument("--port",type=int,default=8000); pst.add_argument("--dry-run",action="store_true") pw=sub.add_parser("web", parents=[common], help="serve + open the dashboard in a browser") for arg,kw in (("--host",dict(default="127.0.0.1")),("--port",dict(type=int,default=8000)), ("--model-id",dict(default=os.environ.get("COLI_MODEL_ID","glm-5.2-colibri"))), @@ -883,7 +938,7 @@ def main(): pc.add_argument("--no-mtp",action="store_true",help="skip the MTP head (no speculative drafts)") a=ap.parse_args() handler={"build":cmd_build,"info":cmd_info,"plan":cmd_plan,"doctor":cmd_doctor, - "run":cmd_run,"chat":cmd_chat,"serve":cmd_serve,"bench":cmd_bench, + "run":cmd_run,"chat":cmd_chat,"serve":cmd_serve,"stop":cmd_stop,"bench":cmd_bench, "convert":cmd_convert,"web":cmd_web}.get(a.cmd) if handler: sys.exit(handler(a) or 0) banner(); print(__doc__) From d5327e22520017056562ddf0c5f49578f55ad2ef Mon Sep 17 00:00:00 2001 From: JustVugg Date: Fri, 17 Jul 2026 13:53:20 +0200 Subject: [PATCH 34/70] =?UTF-8?q?omp:=20cap=20LLVM=20libomp=20idle=20spin?= =?UTF-8?q?=20=E2=80=94=20a=20parked=20engine=20must=20not=20burn=203000%?= =?UTF-8?q?=20CPU=20(#341)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The hot-thread tuning sets OMP_WAIT_POLICY=active and caps libgomp's spin with GOMP_SPINCOUNT=200000. LLVM libomp reads NEITHER: under active policy it sets KMP_BLOCKTIME=infinite, so once the answer ends and the engine parks on stdin, the whole OMP team spins forever — ~100% per thread, the 3000% figure reported on FreeBSD 15.1 in #341 (clang/libomp is the default toolchain neighborhood there; the same applies to macOS builds). KMP_BLOCKTIME=200 keeps the team hot for 200 ms after each parallel region — plenty to bridge back-to-back per-expert matmuls — and then sleeps it. setenv with overwrite=0, so a user-provided KMP_BLOCKTIME still wins, and libgomp builds ignore the variable entirely: on GCC toolchains this commit is a no-op by construction. Not reproduced locally (this box is gcc/libgomp and idles clean); shipped as the mechanism-matching candidate fix with a request on the issue for the reporter to verify on dev and to name their OpenMP runtime (ldd | grep omp). Co-Authored-By: Claude Opus 4.8 --- c/glm.c | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/c/glm.c b/c/glm.c index 645be12..30d970a 100644 --- a/c/glm.c +++ b/c/glm.c @@ -6000,6 +6000,14 @@ int main(int argc, char **argv){ !getenv("COLI_CUDA") && !getenv("COLI_METAL")){ setenv("OMP_WAIT_POLICY","active",0); /* keep the team hot across the tiny per-expert matmul regions */ setenv("GOMP_SPINCOUNT","200000",0); /* spin briefly, then yield so long disk waits don't burn a core */ + /* LLVM libomp (clang builds: FreeBSD cc, macOS, some Linux setups) does not + * read GOMP_*: with OMP_WAIT_POLICY=active it sets KMP_BLOCKTIME=infinite, + * so the idle team SPINS FOREVER once generation ends — a serve-mode engine + * parked on stdin burns ~100% x nthreads (#341, measured 3000% on FreeBSD). + * 200 ms of blocktime keeps the team hot across back-to-back expert matmuls + * and lets it sleep at the prompt. libgomp ignores KMP_*; overwrite=0 keeps + * the user's own setting authoritative. */ + setenv("KMP_BLOCKTIME","200",0); setenv("OMP_PROC_BIND","close",0); /* pack the team onto adjacent cores for cache locality */ setenv("OMP_DYNAMIC","FALSE",0); /* fixed team size: no per-region thread-count churn */ setenv("COLI_OMP_TUNED","1",1); From 03e643f006c247f3cd8cf8be212792d3b70f7d6b Mon Sep 17 00:00:00 2001 From: LordMZTE Date: Fri, 17 Jul 2026 14:02:30 +0200 Subject: [PATCH 35/70] fix(flake): create flake.lock, use --set-default for COLI_ENGINE --- flake.lock | 61 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ flake.nix | 2 +- 2 files changed, 62 insertions(+), 1 deletion(-) create mode 100644 flake.lock diff --git a/flake.lock b/flake.lock new file mode 100644 index 0000000..9b788fa --- /dev/null +++ b/flake.lock @@ -0,0 +1,61 @@ +{ + "nodes": { + "flake-utils": { + "inputs": { + "systems": "systems" + }, + "locked": { + "lastModified": 1731533236, + "narHash": "sha256-l0KFg5HjrsfsO/JpG+r7fRrqm12kzFHyUHqHCVpMMbI=", + "owner": "numtide", + "repo": "flake-utils", + "rev": "11707dc2f618dd54ca8739b309ec4fc024de578b", + "type": "github" + }, + "original": { + "owner": "numtide", + "repo": "flake-utils", + "type": "github" + } + }, + "nixpkgs": { + "locked": { + "lastModified": 1784160687, + "narHash": "sha256-iYL/bixrb6FlHFu/gIuBYzq6c6lM5AAXsXNSWXtIgQc=", + "owner": "NixOS", + "repo": "nixpkgs", + "rev": "4382ed2b7a6839d4280a9b386db49cbc5907414d", + "type": "github" + }, + "original": { + "owner": "NixOS", + "ref": "nixos-26.05", + "repo": "nixpkgs", + "type": "github" + } + }, + "root": { + "inputs": { + "flake-utils": "flake-utils", + "nixpkgs": "nixpkgs" + } + }, + "systems": { + "locked": { + "lastModified": 1681028828, + "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=", + "owner": "nix-systems", + "repo": "default", + "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e", + "type": "github" + }, + "original": { + "owner": "nix-systems", + "repo": "default", + "type": "github" + } + } + }, + "root": "root", + "version": 7 +} diff --git a/flake.nix b/flake.nix index 83c6de2..584a088 100644 --- a/flake.nix +++ b/flake.nix @@ -67,7 +67,7 @@ # `import openai_server` / `resource_plan` / `doctor` resolve. makeWrapper ${pythonEnv}/bin/python $out/bin/coli \ --add-flags "$out/lib/colibri/coli" \ - --set COLI_ENGINE "$out/lib/colibri/glm" \ + --set-default COLI_ENGINE "$out/lib/colibri/glm" \ --set PYTHONPATH "$out/lib/colibri:${pythonEnv}/${pkgs.python3.sitePackages}" runHook postInstall ''; From 411f237f9403c5e79933bae211321933afdaa805 Mon Sep 17 00:00:00 2001 From: woolcoxm <13604288+woolcoxm@users.noreply.github.com> Date: Fri, 17 Jul 2026 08:26:18 -0400 Subject: [PATCH 36/70] fix(warnings): silence two -Wall/-Wextra warnings on the MinGW build A clean 'make glm' on MinGW emitted exactly two warnings, both real: 1. compat.h:240 - ignoring pragma comment [-Wunknown-pragmas] #pragma comment(lib, "psapi.lib") is an MSVC directive; MinGW/GCC warns about it. Guarded with ifdef _MSC_VER - MinGW links psapi via -lpsapi (already in the Makefile), MSVC keeps the pragma. 2. glm.c:1210 - g_numa_nodes defined but not used [-Wunused-variable] g_numa_nodes is only read/written inside ifdef __linux__ blocks, so on every non-Linux build it is a static that is never used. Moved the definition under the same __linux__ guard; nothing references it off-Linux. Verified: rm -f *.o glm.exe && make glm -> 0 warnings, 0 errors. --- c/compat.h | 4 +++- c/glm.c | 4 +++- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/c/compat.h b/c/compat.h index 82de8b6..78b52cb 100644 --- a/c/compat.h +++ b/c/compat.h @@ -237,7 +237,9 @@ static inline int compat_rename(const char *old, const char *new){ /* --- rss_gb: getrusage -> GetProcessMemoryInfo --- * ru_maxrss in KB (come Linux): rss_gb() divide per 1e6 → GB corretti. */ #include -#pragma comment(lib, "psapi.lib") +#ifdef _MSC_VER +#pragma comment(lib, "psapi.lib") /* MSVC: link psapi; MinGW/GCC uses -lpsapi */ +#endif struct rusage { long ru_maxrss; }; #define RUSAGE_SELF 0 static inline int getrusage(int who, struct rusage *r){ diff --git a/c/glm.c b/c/glm.c index 30d970a..40a1690 100644 --- a/c/glm.c +++ b/c/glm.c @@ -1207,7 +1207,9 @@ static int g_disk_split=0; /* DISK_SPLIT=1: contatori che spezzano i DISK LOAD ( * 10x (#82) — hence per-region mbind here and nothing else. Raw syscall, no libnuma * dependency; MPOL_MF_MOVE migrates pages of reused heap chunks too. Linux-only, * silent no-op elsewhere or on single-node hosts. */ -static int g_numa_nodes=0; +#ifdef __linux__ +static int g_numa_nodes=0; /* only touched under __linux__; off-Linux NUMA is a no-op */ +#endif static void numa_slab_bind(void *p, size_t n){ #ifdef __linux__ if(g_numa_nodes<2 || !p || !n) return; From 5e2be61a2c49ba9b10f6710853a85a545e1ea448 Mon Sep 17 00:00:00 2001 From: woolcoxm <13604288+woolcoxm@users.noreply.github.com> Date: Fri, 17 Jul 2026 08:27:51 -0400 Subject: [PATCH 37/70] fix(test): make test_stops build on Windows (mkdtemp compat shim) test_stops.c uses POSIX mkdtemp() to make a scratch dir in the CWD, but MinGW-w64 does not declare mkdtemp, so the test failed to compile on the Windows job - and only there: tests/test_stops.c:73:9: error: implicit declaration of function 'mkdtemp'; did you mean 'mktemp'? [-Wimplicit-function-declaration] make: *** [Makefile:318: tests/test_stops.exe] Error 1 That halted `make test` at the C-test stage on Windows (test_uring is correctly Linux-only, so test_stops was the only blocker). Added a compat_mkdtemp shim to compat.h, following the file's existing convention (every platform difference lives there; the .c stays clean): _mktemp fills the trailing X's in place (same contract as mkdtemp), then _mkdir creates the directory. Also added for _mkdir. On Linux compat.h is a complete no-op, so POSIX mkdtemp is untouched there. Verified: test_stops builds clean on MinGW and all 5 sub-cases pass: tokenizer special-flag parsing, config/generation_config eos union, no-generation_config fallback, both-configs-mutilated tokenizer sweep, and the T=NULL validation path. --- c/compat.h | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/c/compat.h b/c/compat.h index 82de8b6..c477170 100644 --- a/c/compat.h +++ b/c/compat.h @@ -80,6 +80,7 @@ static inline int compat_open_direct(const char *path){ #endif #include #include +#include /* _mkdir (for the mkdtemp shim below) */ #include #include #include @@ -304,6 +305,19 @@ static inline int compat_setenv(const char *name, const char *value, int overwri } #define setenv(name,value,overwrite) compat_setenv(name,value,overwrite) +/* --- mkdtemp -> _mktemp + _mkdir (POSIX mkdtemp assente su Windows) --- + * Test binaries (test_stops.c) create a scratch dir in the CWD via a + * "name_XXXXXX" template; POSIX mkdtemp fills the X's and mkdirs 0700. The + * Windows CRT has _mktemp (in-place, same XXXXXX contract) so we compose it. + * Returns the template pointer on success, NULL on failure — matching POSIX. */ +static inline char *compat_mkdtemp(char *tmpl){ + if(!tmpl) return NULL; + if(!_mktemp(tmpl)) return NULL; /* fills the trailing X's in place */ + if(_mkdir(tmpl) != 0) return NULL; /* EEXIST is impossible post-_mktemp */ + return tmpl; +} +#define mkdtemp(tmpl) compat_mkdtemp(tmpl) + #endif /* _WIN32 */ /* --- compat_aligned_free su piattaforme diverse da Windows --- From 099e0c13c4ef3e675b509bbae4504fee818c8fca Mon Sep 17 00:00:00 2001 From: woolcoxm <13604288+woolcoxm@users.noreply.github.com> Date: Fri, 17 Jul 2026 08:28:41 -0400 Subject: [PATCH 38/70] =?UTF-8?q?docs(env):=20refresh=20ENVIRONMENT.md=20?= =?UTF-8?q?=E2=80=94=20document=20all=2034=20drifted=20env=20vars?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ENVIRONMENT.md says it is "generated from source by scanning every getenv() site", but it had drifted far behind the code. Reconciling the doc against the C sources (the MAINTAINING-DOCS.md procedure) found 34 engine env vars read by the code but undocumented, and nothing stale. Added (defaults/effects taken from source, per the maintenance rules - nothing invented): Performance/tuning (11): COLI_NUMA, PILOT_TWO, COUPLE/COUPLE_K/COUPLE_D, ROUTE_TRACE, COLI_NO_FUSED_PAIR, DISK_SPLIT, I4S, SPEC_PIN, COLI_RAM_OVERCOMMIT CUDA (16): COLI_CUDA_ATTN_SHARD, COLI_CUDA_PIPE/_PIPE_SHARD/_PIPE_S_MIN, COLI_CUDA_MTP, COLI_CUDA_ASYNC, COLI_CUDA_DUAL_PROJ, COLI_CUDA_W4_PACKED, COLI_CUDA_TC_INT4/_TC_MIN_ROWS/_TC_W4A16/_TC_W4A16_MIN, COLI_CUDA_SHARED_W4A16/_SHARED_W4A16_MIN_ROWS, COLI_METAL_UNTRACKED Advanced/debug (7): SCHEMA, EXPERT_BUDGET/_EXPERIMENTAL, TOKENS, SCORE_PREFIX, REPIN_VERBOSE, PPL (olmoe-only), COLI_PROMPT (CLI section) Also bumped the "Generated from" line to dev @ d5327e2 and noted the scan now covers olmoe.c, backend_cuda.cu, backend_metal.mm (not just glm.c). Verified: the code-vs-doc diff is now empty - all 111 distinct C env vars are documented. The reverse diff (doc vars not in C code) is 14 entries, all legitimate: 11 Python-side vars correctly in the Server/CLI section, plus 3 prose constants (IOSQE_ASYNC, O_DIRECT, the VAR format word). --- docs/ENVIRONMENT.md | 39 ++++++++++++++++++++++++++++++++++++--- 1 file changed, 36 insertions(+), 3 deletions(-) diff --git a/docs/ENVIRONMENT.md b/docs/ENVIRONMENT.md index 4bf2d55..535288a 100644 --- a/docs/ENVIRONMENT.md +++ b/docs/ENVIRONMENT.md @@ -2,7 +2,7 @@ Reference for the environment variables read by the colibrì engine. -**Generated from `upstream/dev @ 6d3ed7e`** by scanning every `getenv()` site in `c/glm.c`. Defaults and behavior are taken from the source; see [MAINTAINING-DOCS.md](MAINTAINING-DOCS.md) to regenerate this after the code changes. +**Generated from `dev @ d5327e2`** by scanning every `getenv()` site in `c/glm.c` and the other C sources (`c/olmoe.c`, `c/backend_cuda.cu`, `c/backend_metal.mm`). Defaults and behavior are taken from the source; see [MAINTAINING-DOCS.md](MAINTAINING-DOCS.md) to regenerate this after the code changes. ## Which program reads these? @@ -43,6 +43,7 @@ Format: `VAR` — default — effect. | `URING` | `0` (off) | Linux-only queued expert I/O. `URING=1` implies `PIPE=1`, forces cold reads through io-wq (`IOSQE_ASYNC`), replaces blocking loader pthreads and spin waits with batched SQEs/CQEs, and batches `PILOT_REAL` loads on a separate ring. Use `DIRECT=1` for cold NVMe to avoid page-cache copy/readahead limits. Fails clearly if the kernel denies io_uring; incompatible with `COLI_MMAP=1`. | | `DIRECT` | `0` (off) | Use `O_DIRECT`/unbuffered reads for expert slabs. Helps sustained NVMe; keeps the zero-copy GPU path. | | `COLI_NO_OMP_TUNE` | off | **Kill-switch** for the OpenMP hot-thread tuning (`OMP_WAIT_POLICY=active` spin + proc-bind). Set `=1` when the CPU is mostly waiting on the GPU (Metal) so spin doesn't steal the shared power budget. | +| `COLI_NUMA` | off (Linux only) | `COLI_NUMA=1` interleaves expert slabs across NUMA nodes via `mbind` (raw syscall, no libnuma). Helps multi-socket hosts (+7–40% expert matmul); silent no-op on single-node or non-Linux. | | `MLOCK` | `-1` (auto: on for macOS) | Wire the streamed expert cache into physical RAM (`mlock`) to dodge the memory compressor. `0` off, `1` force. | | `CAP_RAISE` | `1` (on) | Let the engine raise the expert-cache cap above `topk` when RAM allows (bigger batches). `0` fixes the cap. | | `PREFETCH` | `0` | Prefetch depth for streamed experts. | @@ -54,16 +55,26 @@ Format: `VAR` — default — effect. | `PILOT` | `0` (off) | Router-piloted cross-layer expert prefetch. | | `PILOT_REAL` | `0` (off) | Value-preserving real cross-layer prefetch loads (`PILOT_REAL=1` opts in). | | `PILOT_K` | `6` if `PILOT_REAL` else `8` | Number of experts the pilot prefetches per step. | +| `PILOT_TWO` | `0` (off) | Two-step shared-expert-corrected router prediction for the pilot. | +| `COUPLE` | unset | Path to a coupling-score file driving cross-layer expert prefetch (#176). When set, `couple_load` reads it. | +| `COUPLE_K` | `8` | Top-K coupled experts per layer when `COUPLE` is set. | +| `COUPLE_D` | `1` | Coupling lookahead depth (`1` or `2`) when `COUPLE` is set. | | `CACHE_ROUTE` | `0` (off) | Opt-in max-rank cache-aware MoE routing (pin∪LRU prefer within top-M). See [CACHE_ROUTE.md](CACHE_ROUTE.md). | | `ROUTE_J` | `2` | Sacred top ranks always taken when `CACHE_ROUTE=1`. | | `ROUTE_M` | `12` | Max-rank window for resident preference when `CACHE_ROUTE=1`. | | `ROUTE_P` | `0` | Cumulative mass window for CACHE_ROUTE (`0` = fixed M). | | `ROUTE_ALPHA` | `1` | Scale gate mass of substituted experts before renorm (`1` = off). | | `ROUTE_AGREE` | auto | Overlap% + KL vs true top-K; auto-on when `CACHE_ROUTE=1`. | +| `ROUTE_TRACE` | unset | If set to a path, logs every routing decision there (testing/analysis). | | `ABSORB` | `-1` (auto: absorbed for S≤4) | MLA attention absorption mode. | | `IDOT` | `1` | Integer dot-product kernel. `IDOT=0` uses exact f32 kernels (for A/B numerical checks). | | `COLI_POLICY` | `quality` | Resource policy: `quality`, `balanced`, or `experimental-fast`. | | `PROF` | `0` (off) | Performance profile: a startup header (machine + effective config), then per run — or per turn in serve mode, on stderr — forward-latency percentiles (p50/p90/p99/max), expert-I/O totals and cache-tier fill, phase shares of wall time, and a verdict naming the knob most likely to help on this machine. Output is additive; `PROF` unset changes nothing. | +| `COLI_NO_FUSED_PAIR` | `0` (off) | `=1` disables the fused-pair matmul kernel. | +| `DISK_SPLIT` | `0` (off) | `=1` splits the reported disk-load time across the draft/absorb/forward phases in stats. | +| `I4S` | unset | Engage the int4 `IDOT` kernel only for batch `S>=` (testing). | +| `SPEC_PIN` | `1` (on) | Speculation gate mode. `0` reverts to the legacy S-dependent speculation gates (#163). | +| `COLI_RAM_OVERCOMMIT` | off | `=1` overrides the "projected peak > MemAvailable → exit(2)" guard so a run that risks kernel OOM-kill is allowed to proceed. | --- @@ -77,7 +88,22 @@ Format: `VAR` — default — effect. | `CUDA_EXPERT_GB` | `0` | VRAM budget (GB) for caching experts on the GPU. | | `CUDA_RELEASE_HOST` | auto (`1` if >1 device) | Release host-side copies after upload. | | `COLI_CUDA_ATTN` | off | Run S≤4 attention on the GPU. | +| `COLI_CUDA_ATTN_SHARD` | off | `=1` splits KV-b heads across devices during attention load (multi-GPU). | | `COLI_CUDA_PROFILE` | off | Emit CUDA timing. | +| `COLI_CUDA_PIPE` | `0` (off) | `1` engages the multi-step attention pipeline; `2` enables the pipe2 path. | +| `COLI_CUDA_PIPE_SHARD` | off | `=1` runs the multi-device P2P head-shard attention path (opt-in for NVLink topologies; serializes ~95 MB/layer over a star PCIe topology). | +| `COLI_CUDA_PIPE_S_MIN` | `1` single-GPU, `8` multi-GPU | Minimum prefill batch S to engage the pipe2 CUDA path. | +| `COLI_CUDA_MTP` | `0` (off) | `=1` opts into MTP speculation under CUDA (off by default: cold streaming experts run on CPU where the fused-pair/IDOT kernels diverge in FP order, collapsing draft acceptance, #163/#292). | +| `COLI_CUDA_ASYNC` | on | `=0` forces synchronous `cudaMemcpy` instead of async + pinned host staging. | +| `COLI_CUDA_DUAL_PROJ` | on | `=0` issues gate+up as two separate launches instead of one fused `grouped_hidden_w4_dual`. | +| `COLI_CUDA_W4_PACKED` | on | `=0` disables the grouped packed-int4 path. | +| `COLI_CUDA_TC_INT4` | off | `=1` uses the W4A4 WMMA Tensor Core path (when all expert tensors are int4 and dims divide). | +| `COLI_CUDA_TC_MIN_ROWS` | `8` | Min rows-per-expert to engage the W4A4 Tensor Core path. | +| `COLI_CUDA_TC_W4A16` | off | `=1` uses the lossless W4A16 Tensor Core path (compute capability ≥7). | +| `COLI_CUDA_TC_W4A16_MIN` | `16` | Per-expert row threshold above which W4A16 TC tiles dispatch (smaller batches fall back to the naive kernel). | +| `COLI_CUDA_SHARED_W4A16` | off | `=1` uploads shared-expert weights and runs the shared-MLP W4A16 Tensor Core kernel. | +| `COLI_CUDA_SHARED_W4A16_MIN_ROWS` | `32` | Min row count to engage the shared-MLP W4A16 kernel. | +| `COLI_METAL_UNTRACKED` | off (Metal only) | `=1` sets `MTLResourceHazardTrackingModeUntracked` on Metal buffers (reduces hazard-tracking overhead). | --- @@ -89,8 +115,11 @@ These are for testing, benchmarking, or internal use — not part of the everyda |---|---|---| | `SPEC` | `1` | Speculative decoding on/off. | | `DRAFT` | `-1` (auto: 3 with MTP, else 0) | Number of speculative draft tokens per step. | -| `GRAMMAR` | unset | Path to a GBNF grammar file to constrain generation. | +| `GRAMMAR` | unset | Path to a GBNF grammar file to constrain generation. Takes precedence over `SCHEMA`. | +| `SCHEMA` | unset | Path to a JSON-Schema file compiled to GBNF to constrain generation (consulted only when `GRAMMAR` is empty). | | `GRAMMAR_DRAFT` | unset | Max grammar-forced draft span length. | +| `EXPERT_BUDGET` | `0` (off) | Cap experts loaded per layer (MoE-Spec). **Quarantined:** silently forced to `0` unless `EXPERT_BUDGET_EXPERIMENTAL` is set — every tested value is either no faster or incoherent (issue #303). | +| `EXPERT_BUDGET_EXPERIMENTAL` | unset | Setting it (any value) allows `EXPERT_BUDGET>0` to actually take effect (expect garbage, #294). | | `DSA` | on | Dynamic Sparse Attention indexer. `DSA=0` disables. | | `DSA_FORCE` | `0` | Force the DSA path on. | | `DSA_TOPK` | model value | Override the DSA index top-k (testing). | @@ -101,11 +130,15 @@ These are for testing, benchmarking, or internal use — not part of the everyda | `PIN_FILL` | `0` | Fill the pinned store even without usage data. | | `MTP_DEBUG` / `MTP_PRENORM` / `MTP_SWAP` | off | MTP head debugging / ablations. | | `STATS` | unset | Write an expert-usage histogram to `STATS=` at end of run. | +| `TOKENS` | unset | If set, dumps generated token ids to stderr for A/B comparison. | | `SCORE` | unset | Scoring/eval mode over `SCORE=`. | +| `SCORE_PREFIX` | on | If unset or `≠0`, prepends `[gMASK]` to scoring contexts (GLM-family only). | +| `REPIN_VERBOSE` | off | If set, prints per-swap `[REPIN]` diagnostics during VRAM repin. | | `REF` / `REF_FORCE` | `ref_glm.json` | Reference-output comparison mode. | | `REPLAY` | unset | Replay mode. | | `TF` | unset | Teacher-forcing mode. | | `CHAT_TEMPLATE` | `1` | Apply the GLM chat template (`0` = raw prompt). | +| `PPL` | off (`olmoe.c` only) | `PPL=1` enters teacher-forced NLL/perplexity meter mode in the OLMoE sister engine. | --- @@ -136,7 +169,7 @@ These are read by the Python programs (not the `glm` engine), so they don't appe - `SNAP` — model snapshot directory (required by `glm`; set from `--model`). - `SERVE`, `SERVE_BATCH` — select serve / batched-serve mode. -- `PROMPT` — one-shot text mode. +- `PROMPT` — one-shot text mode (the engine also honors `COLI_PROMPT`, preferred cross-platform; `PROMPT` is ignored on Windows if it contains cmd.exe `$`-metacharacters). - `COLI_OMP_TUNED` — internal sentinel guarding the OMP re-exec (see `COLI_NO_OMP_TUNE`); not user-facing. --- From ba00889fb9c4842efceab1ca74f1f4513737503b Mon Sep 17 00:00:00 2001 From: woolcoxm <13604288+woolcoxm@users.noreply.github.com> Date: Fri, 17 Jul 2026 09:01:23 -0400 Subject: [PATCH 39/70] =?UTF-8?q?sampling:=20partial=20top-p=20select=20in?= =?UTF-8?q?=20dist=5Fbuild=20=E2=80=94=20O(V)=20heapify=20+=20k=20pops,=20?= =?UTF-8?q?not=20O(V=20log=20V)=20qsort=20(#335)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit dist_build() sorted the entire 151936-entry vocab by probability (qsort) on every sampled token whenever 0 < g_nuc < 1 — the serve default — and again per draft position under rejection sampling. Measured cost: 5.6-8.0 ms/call; the actual work is finding the few-hundred-token head whose cumulative mass reaches g_nuc. Replace the full qsort + linear scan with a max-heap partial select: - Floyd heapify g_pidx over V by descending g_pbuf prob (O(V), cache-friendly) - pop winners to the array's high end until cum >= g_nuc (k * O(log V)) - the remaining heap prefix IS the tail -> zero it, renormalize the head Winners land in g_pidx[out..V-1] in descending order, so s2 accumulates in the same order as before -> head is unchanged on tie-free shapes (ties were already unspecified under the unstable qsort). All four dist_build/dist_sample contract properties hold: g_pbuf stays id-indexed, g_pidx stays internal, the tail is fully zeroed, the head renormalizes to 1. No API change, no caller change, no new globals. c/tests/test_topp.c (new): drives the REAL dist_build via the include-glm.c pattern against an independent double-precision reimplementation of the OLD algorithm. 123 cases: 6 sizes (1..1519) x 5 shapes (uniform/peaked/geometric/ plateau/sharptail) x 4 nuc values, plus the g_nuc>=1 guard-off paths and V=1. Tie-free shapes compare head values within 1e-6 rel (float vs double renorm noise); tie shapes compare value-multisets. No scratch files -> builds clean on Windows MinGW without the unmerged mkdtemp shim (#352). --- c/Makefile | 5 +- c/glm.c | 38 ++++-- c/tests/test_topp.c | 280 ++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 312 insertions(+), 11 deletions(-) create mode 100644 c/tests/test_topp.c diff --git a/c/Makefile b/c/Makefile index 27902cb..395e136 100644 --- a/c/Makefile +++ b/c/Makefile @@ -166,7 +166,7 @@ else PYTHON ?= python3 endif CUDA_OBJ = -TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) +TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_topp$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) ifneq (,$(LINUX)) TEST_BINS += tests/test_uring$(EXE) endif @@ -317,6 +317,9 @@ tests/test_i4_grouped$(EXE): tests/test_i4_grouped.c glm.c st.h uring.h json.h t tests/test_stops$(EXE): tests/test_stops.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) +tests/test_topp$(EXE): tests/test_topp.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h + $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) + tests/test_kv_alloc$(EXE): tests/test_kv_alloc.c glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) diff --git a/c/glm.c b/c/glm.c index 30d970a..add5a71 100644 --- a/c/glm.c +++ b/c/glm.c @@ -4186,10 +4186,21 @@ static uint64_t g_rng=0x9E3779B97F4A7C15ULL; static inline double rndu(void){ g_rng^=g_rng<<13; g_rng^=g_rng>>7; g_rng^=g_rng<<17; return (double)(g_rng>>11)*(1.0/9007199254740992.0); } static float *g_pbuf=NULL; static int *g_pidx=NULL; /* buffer riusati (decode single-thread) */ -static int cmp_pdesc(const void *a,const void *b){ - float pa=g_pbuf[*(const int*)a], pb=g_pbuf[*(const int*)b]; - return papb ? -1 : 0; } -/* costruisce in g_pbuf la distribuzione target: softmax(lo/temp) troncata a top-p g_nuc */ +/* sift-down su max-heap in h[0..n), chiave = g_pbuf[h[i]] (#335: partial top-p select). + * Versione "a buco": porta il valore di radice e lo deposita solo alla fine, cosi' + * heapify e' O(V) e ogni pop e' O(log n) senza qsort sull'intero vocabolario. */ +static void topp_siftdown(int *h, int n, int i){ + int iv=h[i]; float kv=g_pbuf[iv]; + for(;;){ int l=2*i+1; + if(l>=n) break; /* foglia */ + int b=l; if(l+1g_pbuf[h[l]]) b=l+1; /* figlio maggiore */ + if(g_pbuf[h[b]]<=kv) break; /* nessun figlio supera la radice -> ferma */ + h[i]=h[b]; i=b; } + h[i]=iv; +} +/* costruisce in g_pbuf la distribuzione target: softmax(lo/temp) troncata a top-p g_nuc. + * Invariante per dist_sample: g_pbuf resta INDICIZZATO per token-id (mai riordinato); + * la coda troncata va AZZERATA in g_pbuf (dist_sample la legge direttamente per id). */ static void dist_build(const float *lo, int V){ if(!g_pbuf){ g_pbuf=falloc(V); g_pidx=malloc(V*sizeof(int)); } float mx=lo[0]; for(int i=1;imx) mx=lo[i]; @@ -4198,12 +4209,19 @@ static void dist_build(const float *lo, int V){ for(int i=0;i0 && g_nuc<1.f){ for(int i=0;i=g_nuc){ keep=i+1; break; } } - double s2=0; for(int i=keep;i=0;i--) topp_siftdown(g_pidx,V,i); /* heapify O(V) */ + /* pop verso la coda: i vincitori (testa top-p) cadono in g_pidx[out..V-1] in ordine + * DECRESCENTE, come il vecchio qsort, quindi s2 accumula nello stesso ordine -> + * head bit-identical sui casi senza pareggi (i pareggi erano gia' non specificati + * sotto il qsort instabile e restano tali). Il prefisso g_pidx[0..out-1) e' la coda. */ + double s2=0, cum=0; int out=V; + do{ int root=g_pidx[0]; /* massimo corrente */ + g_pidx[0]=g_pidx[--out]; g_pidx[out]=root; /* sposta il max in coda */ + s2+=g_pbuf[root]; cum+=g_pbuf[root]; + if(out>0) topp_siftdown(g_pidx,out,0); + } while(cum0); + for(int i=0;i=0 -> quel token e' escluso (rinormalizzando al volo) */ diff --git a/c/tests/test_topp.c b/c/tests/test_topp.c new file mode 100644 index 0000000..9276507 --- /dev/null +++ b/c/tests/test_topp.c @@ -0,0 +1,280 @@ +/* Top-p (nucleus) truncation in dist_build: the partial-select rewrite (#335) must be + * indistinguishable from the old full-vocab qsort for every shape dist_sample can see. + * + * Why this test exists (#335): dist_build() previously qsort-ed the entire 151936-entry + * vocab on every sampled token to find the few-hundred-token head whose cumulative mass + * reaches g_nuc. It now heapifies (O(V)) and pops only the head (k * O(log V)). The win + * is structural; the risk is a silent sampling-distribution change, because the contract + * is subtle: + * + * dist_sample() iterates g_pbuf[0..V-1] BY TOKEN ID and sums probabilities directly. + * So dist_build MUST leave g_pbuf indexed by id (never reordered) AND must zero every + * truncated tail entry -- merely excluding the tail from the head would leave mass on + * it and the sampled distribution would drift with no crash and no error. + * + * Strategy: drive the REAL dist_build (via the test_stops.c include-glm.c pattern) on a + * sweep of distributions and g_nuc values, and compare against an INDEPENDENT reference + * that re-implements the OLD algorithm (full qsort + zero-tail + renorm) in double on a + * private buffer. On shapes with no ties the renormalized head must be BIT-IDENTICAL to + * the reference (the issue's stated invariant: s2 accumulates in the same descending + * order). On tie shapes, where the unstable qsort already left ordering unspecified, we + * check multiset equality instead. Every shape also checks: exact-zero tails, head sums + * to 1.0, and a sane keep-count. + * + * No scratch files: the test runs entirely in memory (no mkdtemp), so it builds clean on + * the Windows MinGW CI job without the unmerged compat shim (#352). */ +#define main coli_glm_main_unused +#include "../glm.c" +#undef main + +#include + +static int g_nfails = 0; + +/* pointer set by ref_build so cmp_ref_desc can read the current reference buffer + * (the qsort comparator gets no user-data argument in C). */ +static const double *g_ref_p = NULL; + +#define FAIL(fmt, ...) do { \ + fprintf(stderr, " FAIL [%s V=%d nuc=%.3f shape=%s]: " fmt "\n", \ + label, V, nuc, shape_name, ##__VA_ARGS__); \ + g_nfails++; \ + return; \ +} while (0) + +/* ---- independent reference: the OLD algorithm, in double, on a private buffer ------- */ +/* Stable qsort by descending probability (ties broken by ascending index, which makes + * the reference deterministic regardless of the production comparator). */ +static int cmp_ref_desc(const void *a, const void *b){ + double pa = ((const double *)g_ref_p)[*(const int*)a]; + double pb = ((const double *)g_ref_p)[*(const int*)b]; + if (pa < pb) return 1; + if (pa > pb) return -1; + /* tie -> lower index first (stable, unlike the production comparator) */ + return *(const int*)a - *(const int*)b; +} + +/* Build the reference distribution into out[0..V-1] (indexed by token id), mirroring the + * old dist_build: softmax(lo/temp) truncated to top-p nuc, tail zeroed, head renormalized. + * Returns the keep-count through *keep_out. */ +static void ref_build(const float *lo, int V, double temp, double nuc, + double *out, int *pidx, int *keep_out){ + double mx = lo[0]; for (int i = 1; i < V; i++) if (lo[i] > mx) mx = lo[i]; + double s = 0, invt = 1.0 / (temp > 1e-4 ? temp : 1e-4); + for (int i = 0; i < V; i++){ out[i] = exp((lo[i]-mx)*invt); s += out[i]; } + for (int i = 0; i < V; i++) out[i] /= s; + + if (nuc > 0 && nuc < 1.0){ + for (int i = 0; i < V; i++) pidx[i] = i; + qsort(pidx, V, sizeof(int), cmp_ref_desc); + double cum = 0; int keep = V; + for (int i = 0; i < V; i++){ cum += out[pidx[i]]; if (cum >= nuc){ keep = i+1; break; } } + double s2 = 0; + for (int i = keep; i < V; i++) out[pidx[i]] = 0; + for (int i = 0; i < keep; i++) s2 += out[pidx[i]]; + for (int i = 0; i < keep; i++) out[pidx[i]] /= s2; + *keep_out = keep; + } else { + *keep_out = V; + } +} + +/* count how many production g_pbuf entries are non-zero == the head size */ +static int head_count(int V){ + int n = 0; for (int i = 0; i < V; i++) if (g_pbuf[i] != 0.f) n++; return n; +} + +/* Run one case: load logits into g_pbuf via the real dist_build, compare to reference. + * shape_name is for diagnostics only. */ +static void check_case(const char *label, int V, double nuc, const char *shape_name, + const float *lo){ + /* reference on a private buffer */ + double *ref = malloc((size_t)V * sizeof(double)); + int *ridx = malloc((size_t)V * sizeof(int)); + int ref_keep = 0; + g_ref_p = ref; /* cmp_ref_desc reads this */ + ref_build(lo, V, g_temp, nuc, ref, ridx, &ref_keep); + + /* production: drive the real dist_build (writes the global g_pbuf) */ + g_nuc = (float)nuc; + dist_build(lo, V); + + int got_keep = head_count(V); + + /* 1. keep-count must match the reference exactly. The partial select and the old + * qsort keep the same NUMBER of tokens by construction (same cumulative-mass rule); + * a count divergence is a real bug, not a tie artifact. */ + if (got_keep != ref_keep) + FAIL("keep-count mismatch: got %d, ref %d", got_keep, ref_keep); + + /* 2. Detect ties across the WHOLE pre-truncation distribution, not just the kept set. + * A tie at the head/tail boundary makes which-side-a-token-lands-on interchangeable: + * both algorithms keep the right count but may keep different MEMBERS. So any input + * with a duplicated softmax value needs the relaxed multiset comparison below. We + * detect this on the reference softmax (pre-truncation) by sorting all V values. */ + int has_ties = 0; + { + double *all = malloc((size_t)V * sizeof(double)); + /* reconstruct the pre-truncation softmax the same way ref_build does */ + double mx = lo[0]; for (int i = 1; i < V; i++) if (lo[i] > mx) mx = lo[i]; + double s = 0, invt = 1.0 / (g_temp > 1e-4 ? g_temp : 1e-4); + for (int i = 0; i < V; i++){ all[i] = exp((lo[i]-mx)*invt); s += all[i]; } + for (int i = 0; i < V; i++) all[i] /= s; + for (int a = 1; a < V; a++){ double k = all[a]; int b = a-1; + while (b >= 0 && all[b] > k){ all[b+1] = all[b]; b--; } all[b+1] = k; } + for (int a = 1; a < V; a++) if (all[a] == all[a-1]){ has_ties = 1; break; } + free(all); + } + + if (has_ties){ + /* Multiset equality of the non-zero (head) values. Ties make membership + * interchangeable, so we compare sorted value-multisets, not id-aligned values. + * Tolerance is 1e-6 relative -- the engine uses float arithmetic, the reference + * double, so sub-ULP noise is expected (matches test_i4_grouped.c's convention). */ + double *got = malloc((size_t)ref_keep * sizeof(double)); + int gm = 0; + for (int i = 0; i < V; i++) if (g_pbuf[i] != 0.f) got[gm++] = (double)g_pbuf[i]; + if (gm != ref_keep) + FAIL("tie-shape head size mismatch: got %d non-zero, ref %d", gm, ref_keep); + for (int a = 1; a < gm; a++){ double k = got[a]; int b = a-1; + while (b >= 0 && got[b] > k){ got[b+1] = got[b]; b--; } got[b+1] = k; } + double *rsort = malloc((size_t)ref_keep * sizeof(double)); + int rm = 0; + for (int i = 0; i < V; i++) if (ref[i] != 0.0) rsort[rm++] = ref[i]; + for (int a = 1; a < rm; a++){ double k = rsort[a]; int b = a-1; + while (b >= 0 && rsort[b] > k){ rsort[b+1] = rsort[b]; b--; } rsort[b+1] = k; } + int mm = 0; double worst = 0; + for (int i = 0; i < gm; i++){ + double d = fabs(got[i] - rsort[i]); + double rel = rsort[i] > 1e-30 ? d / rsort[i] : d; + if (rel > worst) worst = rel; + if (rel > 1e-6) mm++; + } + free(got); free(rsort); + if (mm) FAIL("tie-shape multiset mismatch: %d/%d head values differ beyond 1e-6 rel (worst %.3g)", + mm, ref_keep, worst); + } else { + /* No ties anywhere: membership is forced, so compare id-aligned head values. The + * engine computes in float (g_pbuf /= (float)s2) while the reference uses double, + * so the comparison is relative-tolerance (1e-6), not bit-exact -- the partial + * select and qsort accumulate s2 in the same descending order, so any difference + * is pure float-rounding noise, not an ordering bug. */ + int bad = 0; int first_id = -1; float gv = 0, rv = 0; double worst = 0; + for (int i = 0; i < V; i++){ + if (ref[i] == 0.0) continue; /* tail */ + float want = (float)ref[i]; + double d = fabs((double)g_pbuf[i] - (double)want); + double rel = fabs((double)want) > 1e-30 ? d / fabs((double)want) : d; + if (rel > worst) worst = rel; + if (rel > 1e-6){ + bad++; if (first_id < 0){ first_id = i; gv = g_pbuf[i]; rv = want; } + if (bad > 3) break; + } + } + if (bad) + FAIL("head not within 1e-6 rel of reference: %d entries differ (first id %d: got %.9g want %.9g, worst %.3g)", + bad, first_id, (double)gv, (double)rv, worst); + } + + /* 3. head must renormalize to 1.0 (within float epsilon) */ + double sum = 0; for (int i = 0; i < V; i++) sum += g_pbuf[i]; + if (fabs(sum - 1.0) > 1e-5) + FAIL("head does not sum to 1.0: sum=%.12g (keep=%d)", sum, got_keep); + + free(ref); free(ridx); + printf(" ok [V=%d nuc=%.3f shape=%s keep=%d%s sum=%.10f]\n", + V, nuc, shape_name, got_keep, has_ties ? " (ties)" : "", sum); +} +#undef FAIL + +/* deterministic xorshift32 RNG (matches the test_i4_grouped.c convention) */ +static uint32_t rng_state = 0x12345678u; +static uint32_t xr(void){ rng_state ^= rng_state << 13; rng_state ^= rng_state >> 17; + rng_state ^= rng_state << 5; return rng_state; } +static double frand(void){ return (xr() >> 8) * (1.0 / 16777216.0); } /* [0,1) */ + +/* fill logits for a given shape. Shapes chosen to stress the comparator and the head/tail + * boundary differently. */ +static void fill_shape(float *lo, int V, int shape){ + switch (shape){ + case 0: /* uniform -> every token equal probability -> massive tie plateau */ + for (int i = 0; i < V; i++) lo[i] = 0.f; break; + case 1: /* peaked: one dominant token, rest small and distinct (no ties). + * The fixed hot-spots are clamped to V-1 so small V (incl. V=1) doesn't + * write out of bounds and corrupt heap metadata on the later free(lo). */ + for (int i = 0; i < V; i++) lo[i] = (float)(-1.0 - frand()*4.0); + lo[0] = 3.f; lo[V/3 comparator tie handling */ + for (int i = 0; i < V; i++) lo[i] = (float)(-(double)(i / 7)); /* 7-wide plateaus */ + break; + case 4: /* sharp-tail: a few hot, then a long flat floor (small tie at the floor). + * Hot count is min(12,V) so V<12 (incl. V=1) stays in bounds. */ + for (int i = 0; i < V; i++) lo[i] = -8.f; + { int hot = V<12 ? V : 12; for (int i = 0; i < hot; i++) lo[i] = (float)(2.0 - frand()); } break; + } +} + +int main(void){ + /* sizes: small for exhaustive tie detection up to near-production scale */ + int sizes[] = {1, 2, 8, 64, 257, 1519}; /* 1519 ~= V/100 of GLM-5.2 */ + double nucs[] = {0.001, 0.5, 0.9, 0.999}; /* tight -> almost-everything */ + int n_shapes = 5; + + /* temperature used by dist_build: pick a normal serving value */ + g_temp = 0.7f; + + int cases = 0; + for (size_t si = 0; si < sizeof(sizes)/sizeof(sizes[0]); si++){ + int V = sizes[si]; + /* dist_build allocates g_pbuf/g_pidx ONCE and reuses them (single-V invariant in + * real serving, where V is the constant model vocab). This sweep varies V, so free + * and force a reallocation per size -- otherwise a later, larger V would overflow + * the buffer sized for the first (smallest) V. */ + free(g_pbuf); g_pbuf = NULL; free(g_pidx); g_pidx = NULL; + float *lo = malloc((size_t)V * sizeof(float)); + for (int shape = 0; shape < n_shapes; shape++){ + fill_shape(lo, V, shape); + for (size_t ni = 0; ni < sizeof(nucs)/sizeof(nucs[0]); ni++){ + char label[32]; snprintf(label, sizeof(label), "size[%zu]/shape[%d]", si, shape); + const char *sn = (const char*[]){"uniform","peaked","geometric","plateau","sharptail"}[shape]; + check_case(label, V, nucs[ni], sn, lo); + cases++; + } + } + free(lo); + } + + /* guard-off path: g_nuc >= 1 must skip truncation entirely (full softmax kept) */ + { + int V = 256; float lo[256]; + for (int i = 0; i < V; i++) lo[i] = (float)(frand()*4 - 2); + g_nuc = 1.0f; dist_build(lo, V); + int nz = 0; for (int i = 0; i < V; i++) if (g_pbuf[i] != 0.f) nz++; + if (nz != V){ fprintf(stderr, " FAIL [guard-off nuc=1.0]: %d/%d entries kept, expected all\n", nz, V); g_nfails++; } + else printf(" ok [guard-off nuc=1.0 keep=%d]\n", nz); + cases++; + + g_nuc = 0.0f; dist_build(lo, V); + nz = 0; for (int i = 0; i < V; i++) if (g_pbuf[i] != 0.f) nz++; + if (nz != V){ fprintf(stderr, " FAIL [guard-off nuc=0.0]: %d/%d entries kept, expected all\n", nz, V); g_nfails++; } + else printf(" ok [guard-off nuc=0.0 keep=%d]\n", nz); + cases++; + } + + /* extreme tie edge case: V=1, single token -> keep=1 regardless of nuc */ + { + float lo[1] = {5.f}; + g_nuc = 0.5f; dist_build(lo, 1); + if (g_pbuf[0] == 0.f || !(fabs((double)g_pbuf[0] - 1.0) < 1e-6)){ + fprintf(stderr, " FAIL [V=1]: g_pbuf[0]=%.9g, expected 1.0\n", (double)g_pbuf[0]); g_nfails++; + } else printf(" ok [V=1 keep=1]\n"); + cases++; + } + + printf("\ntest_topp: %d cases run, %d failure(s)\n", cases, g_nfails); + if (g_nfails){ printf("test_topp: FAIL\n"); return 1; } + printf("test_topp: ok\n"); + return 0; +} From 37c96ee07a15669ddc94c51f61c1bc41f0c7cc51 Mon Sep 17 00:00:00 2001 From: woolcoxm <13604288+woolcoxm@users.noreply.github.com> Date: Fri, 17 Jul 2026 09:22:26 -0400 Subject: [PATCH 40/70] bench: add bench_topp -- head-to-head old-qsort vs new-heap timing on V=151936 (#335) test_topp proves correctness; bench_topp measures the latency claim. It re-implements the OLD dist_build (full-vocab qsort) inline on a private buffer and times it against the REAL new dist_build over identical inputs in one process: V=151936, temp=0.7, 3 shapes (realistic / uniform / plateau) x 4 nuc values (0.5/0.9/0.95/0.99), 2000 timed reps each, median reported. Deliberately NOT in TEST_BINS -- it's a microbench, not a gate. Build on demand: make tests/bench_topp && ./tests/bench_topp --- c/Makefile | 5 ++ c/tests/bench_topp.c | 131 +++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 136 insertions(+) create mode 100644 c/tests/bench_topp.c diff --git a/c/Makefile b/c/Makefile index 395e136..bc609fa 100644 --- a/c/Makefile +++ b/c/Makefile @@ -320,6 +320,11 @@ tests/test_stops$(EXE): tests/test_stops.c glm.c st.h uring.h json.h tok.h tok_u tests/test_topp$(EXE): tests/test_topp.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) +# bench_topp is a microbenchmark (old qsort vs new heap partial-select, #335), NOT a test +# gate -- intentionally absent from TEST_BINS. Build on demand: make tests/bench_topp +tests/bench_topp$(EXE): tests/bench_topp.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h + $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) + tests/test_kv_alloc$(EXE): tests/test_kv_alloc.c glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) diff --git a/c/tests/bench_topp.c b/c/tests/bench_topp.c new file mode 100644 index 0000000..9c0682f --- /dev/null +++ b/c/tests/bench_topp.c @@ -0,0 +1,131 @@ +/* Microbenchmark: old (full-vocab qsort) vs new (heap partial-select) top-p truncation. + * + * This is NOT a unit test -- test_topp.c proves correctness. This measures the headline + * claim of #335: that replacing the O(V log V) qsort over all 151936 vocab entries with + * an O(V) heapify + k*log-V pops is materially faster per call, which is the win the issue + * was opened for. + * + * It re-implements the OLD dist_build inline (qsort + scan) on a private buffer so the A/B + * runs in one process, same inputs, same warm caches -- a controlled comparison. It calls + * the REAL (new) dist_build via the include-glm.c pattern on the global g_pbuf. + * + * Methodology (chosen to be honest, not to flatter the change): + * - V = 151936 (the actual GLM-5.2 vocab), g_nuc swept across the values that matter + * for serving: 0.5 / 0.9 (serve default) / 0.95 / 0.99. + * - Three logit shapes: (a) realistic peaked -- one hot token, long exponential tail, + * the shape real language-model logits take; (b) uniform -- worst case for the heap, + * maximum pop count; (c) a plateau of ties, to exercise the tie path. + * - Each (shape, nuc) is timed over N_REPEAT=2000 iterations, with the RNG/logits frozen + * so both algorithms do IDENTICAL work. We report median ns/call and the new/old ratio. + * - A warmup pass primes caches before timing. + * + * Run: make tests/bench_topp && ./tests/bench_topp (not in TEST_BINS -- not a gate) + */ +#define main coli_glm_main_unused +#include "../glm.c" +#undef main + +#include +#include + +/* ---- the OLD algorithm, verbatim from dev before #354, on a private buffer ---- */ +static float *s_pbuf; static int *s_pidx; static double *s_ref; +static int cmp_pdesc_old(const void *a, const void *b){ + double pa = s_ref[*(const int*)a], pb = s_ref[*(const int*)b]; + return pa < pb ? 1 : pa > pb ? -1 : 0; } +static void dist_build_old(const float *lo, int V, double temp, double nuc){ + double mx = lo[0]; for (int i = 1; i < V; i++) if (lo[i] > mx) mx = lo[i]; + double s = 0, invt = 1.0 / (temp > 1e-4 ? temp : 1e-4); + for (int i = 0; i < V; i++){ s_ref[i] = exp((lo[i]-mx)*invt); s += s_ref[i]; } + for (int i = 0; i < V; i++) s_ref[i] /= s; + if (nuc > 0 && nuc < 1.0){ + for (int i = 0; i < V; i++) s_pidx[i] = i; + qsort(s_pidx, V, sizeof(int), cmp_pdesc_old); + double cum = 0; int keep = V; + for (int i = 0; i < V; i++){ cum += s_ref[s_pidx[i]]; if (cum >= nuc){ keep = i+1; break; } } + double s2 = 0; + for (int i = keep; i < V; i++) s_ref[s_pidx[i]] = 0; + for (int i = 0; i < keep; i++) s2 += s_ref[s_pidx[i]]; + for (int i = 0; i < keep; i++) s_ref[s_pidx[i]] /= s2; + } + (void)s_pbuf; +} + +/* ---- timing: median of N_REPEAT runs in ns/call, sorted ascending ---- */ +#define N_REPEAT 2000 +static double bench_ns(void (*fn)(const float*,int,double,double), + const float *lo, int V, double temp, double nuc){ + static double ts[N_REPEAT]; + for (int r = 0; r < N_REPEAT; r++){ + double t0 = now_s(); + fn(lo, V, temp, nuc); + ts[r] = (now_s() - t0) * 1e9; + } + /* insertion sort the N_REPEAT samples (small), take median */ + for (int a = 1; a < N_REPEAT; a++){ double k = ts[a]; int b = a-1; + while (b >= 0 && ts[b] > k){ ts[b+1] = ts[b]; b--; } ts[b+1] = k; } + return ts[N_REPEAT/2]; +} + +/* the NEW algorithm is the real dist_build, but it writes g_pbuf (not a private buf). + * Wrap it so the bench signature matches, and set the globals it reads. */ +static void dist_build_new(const float *lo, int V, double temp, double nuc){ + g_temp = (float)temp; g_nuc = (float)nuc; + dist_build(lo, V); +} + +/* deterministic logit fill for three shapes */ +static uint32_t brng = 0xA5A5A5A5u; +static double brand(void){ brng ^= brng << 13; brng ^= brng >> 17; brng ^= brng << 5; + return (double)(brng >> 8) * (1.0 / 16777216.0); } +static void fill_realistic(float *lo, int V){ /* one hot, exponential tail -- like real logits */ + for (int i = 0; i < V; i++) lo[i] = (float)(-4.0 * brand() - (double)i * 0.0001); + lo[0] = 6.f; lo[V/50] = 4.f; lo[V/200] = 3.f; +} +static void fill_uniform(float *lo, int V){ /* worst case for the heap: max pop count */ + for (int i = 0; i < V; i++) lo[i] = 0.f; +} +static void fill_plateau(float *lo, int V){ /* ties: blocks of equal value */ + for (int i = 0; i < V; i++) lo[i] = (float)(-(double)(i / 50)); +} + +int main(void){ + int V = 151936; + float *lo = malloc((size_t)V * sizeof(float)); + s_ref = malloc((size_t)V * sizeof(double)); + s_pidx = malloc((size_t)V * sizeof(int)); + /* force the new dist_build to allocate g_pbuf/g_pidx at full V once */ + g_temp = 0.7f; g_nuc = 0.9f; dist_build(lo, V); + + double temp = 0.7; + struct { const char *name; void (*fill)(float*,int); } shapes[] = { + { "realistic", fill_realistic }, + { "uniform", fill_uniform }, + { "plateau", fill_plateau }, + }; + double nucs[] = { 0.5, 0.9, 0.95, 0.99 }; + + printf("bench_topp: top-p truncation, old (qsort) vs new (heap) V=%d temp=%.2f\n", V, temp); + printf("%-12s %6s %14s %14s %9s %9s\n", "shape", "nuc", "old ns/call", "new ns/call", "speedup", "keep"); + printf("-----------------------------------------------------------------------------\n"); + + for (size_t sh = 0; sh < sizeof(shapes)/sizeof(shapes[0]); sh++){ + shapes[sh].fill(lo, V); + for (size_t ni = 0; ni < sizeof(nucs)/sizeof(nucs[0]); ni++){ + double nuc = nucs[ni]; + /* warmup both paths so caches/branch predictors are primed */ + for (int w = 0; w < 50; w++){ dist_build_old(lo, V, temp, nuc); dist_build_new(lo, V, temp, nuc); } + double t_old = bench_ns(dist_build_old, lo, V, temp, nuc); + double t_new = bench_ns(dist_build_new, lo, V, temp, nuc); + /* keep count = non-zero entries the new path leaves (== old's keep) */ + int keep = 0; for (int i = 0; i < V; i++) if (g_pbuf[i] != 0.f) keep++; + printf("%-12s %6.2f %14.0f %14.0f %8.2fx %9d\n", + shapes[sh].name, nuc, t_old, t_new, t_old / t_new, keep); + } + printf("\n"); + } + + printf("bench_topp: done (lower ns is better; speedup = old/new)\n"); + free(lo); free(s_ref); free(s_pidx); + return 0; +} From 5d163688170053352cfaa3b3bff1d5b0a8fa2b9d Mon Sep 17 00:00:00 2001 From: woolcoxm <13604288+woolcoxm@users.noreply.github.com> Date: Fri, 17 Jul 2026 09:54:40 -0400 Subject: [PATCH 41/70] =?UTF-8?q?sampling:=20partial=20top-keep=20select?= =?UTF-8?q?=20in=20attention=5Frows=20DSA=20=E2=80=94=20O(nk)=20quickselec?= =?UTF-8?q?t,=20not=20O(nk=20log=20nk)=20qsort=20(#356)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The DSA lightning indexer selects the top-index_topk (2048) context keys to attend to by finding the threshold = keep-th largest attention score. It previously full-qsorted all nk scores per layer per token (O(nk log nk)) just to read one pivot value, then scanned the original array in position order to build the kept set. Replace the qsort with partial_select_desc (Hoare quickselect, median-of-three, descending): O(nk) average to partition the keep largest into a[0..k), then the threshold is min of that block. The two position-order scans (>thr then ==thr) are UNCHANGED, so the kept-position set is bit-identical -- a stronger contract than #335's sampling heap (which was multiset-only because the heap was unstable and changed accumulation order). The quickselect pivot IS by definition the keep-th largest, so the new threshold equals old tmp[keep-1] exactly. Measured (bench_dsa_select, keep=2048, median of 2000 reps): nk=2049: 119us -> 5.7us (21x) nk=8192: 626us -> 43us (15x) nk=32768: 2.8ms -> 0.28ms (10x) nk=65536: 6.6ms -> 0.47ms (14x) The gap widens with context (linear vs n-log-n). DSA only fires past index_topk, so this is precisely the long-conversation regime where decode latency matters. Adds test_dsa_select (in TEST_BINS): 129 cases asserting element-wise identical kept-set vs an independent qsort reference across shapes (random, peaked, sorted, reverse-sorted, tie-plateau, all-equal) and edges (keep==1, keep==nk). Also directly checks the partition invariant. Adds bench_dsa_select (on-demand, NOT a gate): reproduces the table above. --- c/Makefile | 10 +- c/glm.c | 47 +++++++- c/tests/bench_dsa_select.c | 132 ++++++++++++++++++++++ c/tests/test_dsa_select.c | 223 +++++++++++++++++++++++++++++++++++++ 4 files changed, 408 insertions(+), 4 deletions(-) create mode 100644 c/tests/bench_dsa_select.c create mode 100644 c/tests/test_dsa_select.c diff --git a/c/Makefile b/c/Makefile index 27902cb..41e487c 100644 --- a/c/Makefile +++ b/c/Makefile @@ -166,7 +166,7 @@ else PYTHON ?= python3 endif CUDA_OBJ = -TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) +TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) tests/test_dsa_select$(EXE) ifneq (,$(LINUX)) TEST_BINS += tests/test_uring$(EXE) endif @@ -326,6 +326,14 @@ tests/test_i4_acc512$(EXE): tests/test_i4_acc512.c tests/test_compat_direct$(EXE): tests/test_compat_direct.c compat.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) +tests/test_dsa_select$(EXE): tests/test_dsa_select.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h + $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) + +# bench_dsa_select is a microbenchmark (old qsort vs new quickselect partial-select, #356), +# NOT a test gate -- intentionally absent from TEST_BINS. Build on demand: make tests/bench_dsa_select +tests/bench_dsa_select$(EXE): tests/bench_dsa_select.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h + $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) + tests/test_uring$(EXE): tests/test_uring.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) diff --git a/c/glm.c b/c/glm.c index 30d970a..1070e79 100644 --- a/c/glm.c +++ b/c/glm.c @@ -2304,6 +2304,43 @@ static int g_dsa_force=0; /* DSA_FORCE=1: selezione sempre attiva (test: top-min static int cmp_fdesc(const void *a,const void *b){ float x=*(const float*)a, y=*(const float*)b; return xy?-1:0; } +/* PARTIAL SELECT (quickselect, Hoare partition, DESCending). After this call the k + * LARGEST elements of a[0..n) are in a[0..k) in unspecified order; the (k+1)-th and + * beyond are untouched-or-smaller. O(n) average, O(n^2) pathological (mitigated by + * median-of-three below) — and unlike a full qsort it never orders more than needed. + * + * Why this exists (#356): the DSA top-keep in attention_rows previously full-qsorted + * all nk context scores (O(nk log nk)) per layer per token just to read ONE value -- + * the keep-th largest (the threshold). quickselect finds that pivot in O(nk) average, + * and the position-order scans that build dst[] are unchanged, so the kept set is + * bit-identical. Mirrors the sampling-side fix in #335 (heap partial-select there). + * + * NOT a stable partition: callers must derive the threshold and then re-scan the + * ORIGINAL array (the DSA code does exactly this) rather than reading a[0..k). */ +static void partial_select_desc(float *a, int n, int k){ + if(k<=0) return; + if(k>=n) return; /* nothing to partition: all kept */ + int lo=0, hi=n-1; + while(lo>1); + if(a[mid]>a[lo]){ float t=a[lo]; a[lo]=a[mid]; a[mid]=t; } + if(a[hi]>a[lo]){ float t=a[lo]; a[lo]=a[hi]; a[hi]=t; } + if(a[mid]>a[hi]){ float t=a[hi]; a[hi]=a[mid]; a[mid]=t; } + float piv=a[hi]; + int i=lo, j=hi; + for(;;){ + while(a[i]>piv) i++; /* desc: large values go left */ + while(j>lo && a[j]=j) break; + float t=a[i]; a[i]=a[j]; a[j]=t; i++; if(i>j) break; j--; + } + /* partition point: a[lo..i) are all >= piv, a[i..hi] are all <= piv */ + if(k<=i-1) hi=i-1; /* the k-th largest is in the left partition */ + else lo=i; /* it's in the right partition */ + } +} + /* attenzione MLA con KV-cache compressa, su token nuovi x[S,hidden], pos_base = pos del primo */ /* kvs/pos describe a ragged decode batch: each row may belong to a different * sequence. NULL keeps the original contiguous, currently-bound KV path. */ @@ -2586,10 +2623,14 @@ static void attention_rows(Model *m, Layer *l, int layer, float *x, int S, int p } isc[t]=a*wsc; } - /* top-keep: soglia via qsort desc, poi scan in ordine di posizione */ + /* top-keep: threshold via PARTIAL SELECT (#356), poi scan in ordine di posizione. + * Era un qsort completo su nk (O(nk log nk)); quickselect estrae solo il + * keep-esimo valore piu' grande in O(nk) medio. La soglia (= min del blocco + * dei keep maggiori) e' identica a tmp[keep-1] del vecchio qsort, quindi i + * due scan qui sotto costruiscono dst[] bit-identical. */ float *tmp=falloc(nk); memcpy(tmp,isc,nk*sizeof(float)); - qsort(tmp,nk,sizeof(float),cmp_fdesc); - float thr=tmp[keep-1]; + partial_select_desc(tmp,nk,keep); + float thr=tmp[0]; for(int t=1;tdsa_sel+(int64_t)s*dtopk, nd=0; for(int t=0;tthr) dst[nd++]=t; for(int t=0;t +#include + +/* ---- the OLD algorithm, verbatim from dev before #356, on a private buffer ---- */ +static int cmp_pdesc_old(const void *a, const void *b){ + float x=*(const float*)a, y=*(const float*)b; return xy?-1:0; } +static void keep_old(const float *isc, int nk, int keep, int *dst, int *nd_out){ + float *tmp=malloc((size_t)nk*sizeof(float)); + memcpy(tmp,isc,(size_t)nk*sizeof(float)); + qsort(tmp,(size_t)nk,sizeof(float),cmp_pdesc_old); + float thr=tmp[keep-1]; int nd=0; + for(int t=0;tthr) dst[nd++]=t; + for(int t=0;t=0 && ts[b]>k){ ts[b+1]=ts[b]; b--; } ts[b+1]=k; } + free(dst); + return ts[N_REPEAT/2]; +} + +/* the NEW algorithm calls the real partial_select_desc + replicates the production + * threshold derivation and position scans. */ +static void keep_new(const float *isc, int nk, int keep, int *dst, int *nd_out){ + float *tmp=malloc((size_t)nk*sizeof(float)); + memcpy(tmp,isc,(size_t)nk*sizeof(float)); + partial_select_desc(tmp,nk,keep); + float thr=tmp[0]; for(int t=1;tthr) dst[nd++]=t; + for(int t=0;t> 17; brng ^= brng << 5; + return (double)(brng >> 8) * (1.0 / 16777216.0); } +static void fill_realistic(float *isc, int nk){ /* few hot, long distinct tail */ + for(int i=0;i boundary path */ + for(int i=0;i thr -> keep (strictly above threshold) + * for t: if isc[t] == thr -> keep (ties, in position order) + * -- are UNCHANGED by the rewrite. So if the threshold value is identical, + * the kept-position set is identical element-by-element (not just as a + * multiset, which is all the unstable sampling heap in #335 could promise). + * + * Strategy: drive the REAL partial_select_desc (via the include-glm.c pattern) + * and replicate the production threshold derivation + scans, then compare the + * resulting dst[] against an INDEPENDENT reference that re-implements the OLD + * algorithm (full qsort + tmp[keep-1] threshold) on a private buffer. The kept + * sets must be element-wise equal on every shape, including tie plateaus where + * the boundary membership is decided by the position scan. + * + * We also directly unit-test partial_select_desc's partition invariant: after + * the call, max(a[keep..n)) <= min(a[0..keep)) -- i.e. the keep largest really + * did land in the prefix. This catches a broken quickselect even before the + * end-to-end comparison. + * + * In-memory only (no scratch files), so it builds clean on the Windows MinGW CI + * job without the unmerged compat shim. */ +#define main coli_glm_main_unused +#include "../glm.c" +#undef main + +#include + +static int g_nfails = 0; + +#define FAIL(fmt, ...) do { \ + fprintf(stderr, " FAIL [%s nk=%d keep=%d shape=%s]: " fmt "\n", \ + label, nk, keep, shape_name, ##__VA_ARGS__); \ + g_nfails++; \ + return; \ +} while (0) + +/* ---- independent reference: the OLD algorithm (full qsort + tmp[keep-1]) ---- */ +/* qsort comparator matching the production cmp_fdesc exactly (desc, unstable). */ +static int cmp_ref_desc(const void *a, const void *b){ + float x=*(const float*)a, y=*(const float*)b; return xy?-1:0; } + +/* Reproduce the OLD glm.c:2589-2596 exactly: copy, qsort desc, threshold = + * tmp[keep-1], then the two position-order scans into dst[]. Returns nd. */ +static int keep_old(const float *isc, int nk, int keep, int *dst){ + float *tmp=malloc((size_t)nk*sizeof(float)); + memcpy(tmp,isc,(size_t)nk*sizeof(float)); + qsort(tmp,(size_t)nk,sizeof(float),cmp_ref_desc); + float thr=tmp[keep-1]; + int nd=0; + for(int t=0;tthr) dst[nd++]=t; + for(int t=0;tthr) dst[nd++]=t; + for(int t=0;t= every element of tmp[keep..n). + * (>=, not >: equal values may sit on either side of the partition boundary, + * which is fine -- the threshold is the MIN of the prefix, and the position + * scan handles ties.) */ + float top_min=INFINITY, tail_max=-INFINITY; + for(int i=0;itail_max) tail_max=tmp[i]; + if(!(top_min >= tail_max)) + FAIL("partition invariant violated: top_min=%.9g < tail_max=%.9g", top_min, tail_max); + free(tmp); +} + +/* ---- end-to-end: old vs new kept-set must be element-wise identical ---- */ +static void check_case(const char *label, int nk, int keep, const char *shape_name, + const float *isc){ + int *da=malloc((size_t)nk*sizeof(int)); + int *db=malloc((size_t)nk*sizeof(int)); + int na=keep_old(isc,nk,keep,da); + int nb=keep_new(isc,nk,keep,db); + + /* 1. both keep exactly `keep` positions (the contract: keep the top-keep by + * count). A count mismatch is a real bug, not a tie artifact. */ + if(na!=keep) FAIL("old kept %d, expected %d (old path is the reference)", na, keep); + if(nb!=keep) FAIL("new kept %d, expected %d", nb, keep); + if(na!=nb) FAIL("keep-count mismatch: old=%d new=%d", na, nb); + + /* 2. element-wise identical dst[]. This is the strong contract: because the + * threshold is derived identically and the position-order scans are byte- + * for-byte the same, the kept SET and its ORDER must match exactly. (This + * is what makes #356 cleaner than #335, which was multiset-only.) */ + int first_diff=-1; + for(int i=0;i=0) + FAIL("kept-set differs at index %d: old dst[%d]=%d new dst[%d]=%d", + first_diff, first_diff, da[first_diff], first_diff, db[first_diff]); + + /* 3. also check the partition invariant directly (catches a subtly broken + * quickselect even if the threshold happened to come out right). */ + check_partition(label,isc,nk,keep,shape_name); + + free(da); free(db); + printf(" ok [nk=%d keep=%d shape=%s]\n", nk, keep, shape_name); +} +#undef FAIL + +/* deterministic xorshift32 RNG (matches the test_i4_grouped.c / test_topp.c convention) */ +static uint32_t rng_state = 0x12345678u; +static uint32_t xr(void){ rng_state ^= rng_state << 13; rng_state ^= rng_state >> 17; + rng_state ^= rng_state << 5; return rng_state; } +static double frand(void){ return (xr() >> 8) * (1.0 / 16777216.0); } /* [0,1) */ + +/* fill scores for a given shape. Shapes stress the threshold boundary and the + * quickselect's median-of-three pivot differently. */ +static void fill_shape(float *isc, int nk, int shape){ + switch(shape){ + case 0: /* uniform random distinct (no ties): the clean contract case */ + for(int i=0;i3) isc[nk/3]=1.f; if(nk>2) isc[nk/2]=0.5f; break; + case 2: /* strictly decreasing geometric (no ties): sorted input -- worst case + * for a naive quickselect; median-of-three must handle it */ + for(int i=0;i boundary membership decided + * entirely by the position scan (exercises the ==thr path) */ + for(int i=0;i degenerate threshold, all kept + * via the ==thr scan; quickselect must not infinite-loop or corrupt */ + for(int i=0;i=n / k==1 / k==n edges. */ + int nks[] = {1, 2, 8, 64, 2049, 4097, 8193}; + int keeps[] = {1, 8, 256, 1024, 2048}; + int n_shapes = 6; + + int cases = 0; + for(size_t ni=0; nin, but skip the plateau/geometric edge if nk<7) */ + fill_shape(isc,nk,shape); + for(size_t ki=0; kink) continue; /* keep<=nk invariant of the production code */ + if(keep<=0) continue; + char label[40]; snprintf(label,sizeof(label),"nk[%zu]/keep[%zu]/shape[%d]",ni,ki,shape); + const char *sn=(const char*[]){"random","peaked","decreasing","increasing","plateau","all-equal"}[shape]; + check_case(label,nk,keep,sn,isc); + cases++; + } + } + free(isc); + } + + /* edge: keep == nk (nothing to partition; both paths keep everything) */ + { + int nk=100, keep=100; float isc[100]; + for(int i=0;i every kept slot is a tie; + * the position scan must pick positions 0..keep-1 deterministically */ + { + int nk=1000, keep=500; float isc[1000]; + for(int i=0;i positions 0..%d]\n",keep,keep-1); cases++; + free(db); + } + + printf("\ntest_dsa_select: %d cases run, %d failure(s)\n", cases, g_nfails); + if(g_nfails){ printf("test_dsa_select: FAIL\n"); return 1; } + printf("test_dsa_select: ok\n"); + return 0; +} From 211d4488c36d5d54eba679fbc5775162fac52c56 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Fri, 17 Jul 2026 18:49:28 +0200 Subject: [PATCH 42/70] =?UTF-8?q?win32:=20stop=20erasing=20the=20real=20Re?= =?UTF-8?q?adFile=20error=20=E2=80=94=20pread=20failures=20name=20their=20?= =?UTF-8?q?WinErr=20(#307)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit compat_pread mapped every non-EOF ReadFile failure to EIO, so the field report was always the same three words: "Input/output error". #307 then burned three rounds of guessing across three people — storage? contention? alignment? — because the actual GetLastError code never appeared anywhere. compat_pread now stashes the code in a per-thread slot and pread_full appends it to the failure line: pread qs: Input/output error (off 780592, 0/8192 bytes, WinErr=1450) That one number is the difference between "insufficient system resources" (1450 -> memory pressure), "sharing violation" (32 -> AV interference), "device not ready" (21 -> the T: drive itself) and a dozen other distinct diagnoses. Diagnostic only: no behavior change, no retry policy — that discussion lives in #361 and should be settled AFTER the first report tells us which error we are actually retrying. Linux path untouched byte-for-byte; the Windows compile is certified by the check.yml MSYS2 job. Co-Authored-By: Claude Opus 4.8 --- c/compat.h | 7 +++++++ c/glm.c | 8 +++++++- 2 files changed, 14 insertions(+), 1 deletion(-) diff --git a/c/compat.h b/c/compat.h index 82de8b6..a21bbd8 100644 --- a/c/compat.h +++ b/c/compat.h @@ -143,6 +143,12 @@ static inline int compat_fadvise(int fd, off_t off, off_t len, int advice){ * Thread-safe (no shared seek position). Gestisce offset >4 GB e chunking * per letture >2 GB (anche se i tensori individuali sono nell'ordine dei * MB-centinaia di MB, il wrapper e' robusto per ogni taglia). */ +/* Ultimo GetLastError() di una ReadFile fallita, per thread: il chiamante + * (pread_full in glm.c) lo stampa accanto a strerror. Senza questo, OGNI + * fallimento Windows collassa in "EIO -> Input/output error" e la diagnosi + * dal campo diventa un tirare a indovinare (#307: tre giri di ipotesi tra + * tre persone perche' il codice vero non compariva da nessuna parte). */ +static __thread DWORD compat_pread_lasterr __attribute__((unused)); static inline ssize_t compat_pread(int fd, void *buf, size_t n, off_t off){ intptr_t osfh = _get_osfhandle(fd); if(osfh == -1 || osfh == -2){ errno = EBADF; return -1; } @@ -158,6 +164,7 @@ static inline ssize_t compat_pread(int fd, void *buf, size_t n, off_t off){ if(!ReadFile(h, (char*)buf + total, chunk32, &rd, &ov)){ DWORD err = GetLastError(); if(err == ERROR_HANDLE_EOF) break; /* past EOF → return bytes read (0 if none, matching POSIX pread) */ + compat_pread_lasterr = err; /* preserva il codice VERO per il report (#307) */ if(err == ERROR_INVALID_HANDLE || err == ERROR_INVALID_FUNCTION) errno = EBADF; else errno = EIO; return -1; diff --git a/c/glm.c b/c/glm.c index 30d970a..003a42d 100644 --- a/c/glm.c +++ b/c/glm.c @@ -1732,8 +1732,14 @@ static int pread_full(int fd, void *buf, int64_t n, int64_t off, const char *tag while(got Date: Sat, 18 Jul 2026 01:54:31 +0800 Subject: [PATCH 43/70] cuda: batch ragged attention across independent streams --- c/backend_cuda.cu | 71 ++++++++++++++++++++++++++++++++ c/backend_cuda.h | 6 ++- c/glm.c | 26 +++++++++--- c/tests/test_ragged_attention.cu | 35 ++++++++++++++++ 4 files changed, 132 insertions(+), 6 deletions(-) create mode 100644 c/tests/test_ragged_attention.cu diff --git a/c/backend_cuda.cu b/c/backend_cuda.cu index 9ce142f..188330d 100644 --- a/c/backend_cuda.cu +++ b/c/backend_cuda.cu @@ -338,6 +338,40 @@ __global__ static void attention_absorb_batch_kernel(float *ctx,const float *q, ctx[((size_t)s*H+h)*V+v]=a*(fmt?wscale[row]:1.f);} } +/* Independent KV sequence per row. latent/rope are packed as [S,T,*], while + * lengths selects the valid prefix for each row. */ +__global__ static void attention_absorb_ragged_kernel(float *ctx,const float *q, + const float *latent,const float *rope,const int *lengths, + const void *weights,const float *wscale,int fmt,int S,int H,int Q,int R, + int V,int K,int T,float scale){ + int s=blockIdx.y,h=blockIdx.x,tid=threadIdx.x,nt=lengths[s],rbase=h*(Q+V); + if(s>=S||nt<1||nt>T)return; + extern __shared__ float sm[];float *qa=sm,*cl=qa+K,*scores=cl+K,*red=scores+T; + const float *qs=q+((size_t)s*H+h)*(Q+R); + const float *ls=latent+(size_t)s*T*K,*rs=rope+(size_t)s*T*R; + for(int k=tid;k>1;n;n>>=1){if(tid>1;n;n>>=1){if(tid= bytes) return 1; if (*ptr) cudaFree(*ptr); @@ -770,6 +804,43 @@ extern "C" int coli_cuda_attention_project_batch(ColiCudaTensor *w,ColiCudaTenso return attention_absorb_batch_run(w,proj,out,q,latent,rope,S,H,Q,R,V,K,T,scale); } +extern "C" int coli_cuda_attention_project_ragged(ColiCudaTensor *w,ColiCudaTensor *proj, + float *out,const float *q,const float *const *latent,const float *const *rope, + const int *lengths,int S,int H,int Q,int R,int V,int K,int T,float scale){ + if(!w||!proj||!out||!q||!latent||!rope||!lengths||S<1||S>512||T<1||T>512|| + H<1||Q<1||R<1||V<1||K<1||K>512||w->I!=K||w->O!=H*(Q+V)|| + proj->device!=w->device||proj->I!=H*V)return 0; + size_t ln=(size_t)S*T*K,rn=(size_t)S*T*R; + float *lh=(float*)std::calloc(ln,sizeof(float)),*rh=(float*)std::calloc(rn,sizeof(float)); + if(!lh||!rh){std::free(lh);std::free(rh);return 0;} + for(int s=0;sT){std::free(lh);std::free(rh);return 0;} + std::memcpy(lh+(size_t)s*T*K,latent[s],(size_t)lengths[s]*K*sizeof(float)); + std::memcpy(rh+(size_t)s*T*R,rope[s],(size_t)lengths[s]*R*sizeof(float)); + } + DeviceContext *dc=find_ctx(w->device); + if(!select_ctx(dc)){std::free(lh);std::free(rh);return 0;} + size_t qb=(size_t)S*H*(Q+R)*sizeof(float),lb=ln*sizeof(float),rb=rn*sizeof(float); + size_t cb=(size_t)S*H*V*sizeof(float),ob=(size_t)S*proj->O*sizeof(float); + int ok=reserve(&dc->aq,&dc->aq_cap,qb)&&reserve(&dc->al,&dc->al_cap,lb)&& + reserve(&dc->ar,&dc->ar_cap,rb)&&reserve(&dc->ac,&dc->ac_cap,cb)&& + reserve(&dc->y,&dc->y_cap,ob)&& + reserve_bytes(&dc->group_desc,&dc->group_desc_cap,(size_t)S*sizeof(int)); + if(ok)ok=cuda_ok(cudaMemcpyAsync(dc->aq,q,qb,cudaMemcpyHostToDevice,dc->stream),"ragged q upload")&& + cuda_ok(cudaMemcpyAsync(dc->al,lh,lb,cudaMemcpyHostToDevice,dc->stream),"ragged latent upload")&& + cuda_ok(cudaMemcpyAsync(dc->ar,rh,rb,cudaMemcpyHostToDevice,dc->stream),"ragged rope upload")&& + cuda_ok(cudaMemcpyAsync(dc->group_desc,lengths,(size_t)S*sizeof(int),cudaMemcpyHostToDevice,dc->stream),"ragged lengths upload"); + std::free(lh);std::free(rh);if(!ok)return 0; + size_t shared=(size_t)(2*K+T+256)*sizeof(float); + attention_absorb_ragged_kernel<<stream>>>(dc->ac,dc->aq,dc->al,dc->ar, + (const int*)dc->group_desc,w->weights,w->scales,w->fmt,S,H,Q,R,V,K,T,scale); + quant_matmul<<O,S),256,0,dc->stream>>>(dc->y,dc->ac,proj->weights, + proj->scales,proj->fmt,S,proj->I,proj->O,row_bytes(proj->fmt,proj->I)); + return cuda_ok(cudaGetLastError(),"ragged attention launch")&& + cuda_ok(cudaMemcpyAsync(out,dc->y,ob,cudaMemcpyDeviceToHost,dc->stream),"ragged output download")&& + cuda_ok(cudaStreamSynchronize(dc->stream),"ragged attention synchronize"); +} + extern "C" void coli_cuda_tensor_free(ColiCudaTensor *tensor) { if (!tensor) return; DeviceContext *ctx = find_ctx(tensor->device); diff --git a/c/backend_cuda.h b/c/backend_cuda.h index acbe4bc..edddbfe 100644 --- a/c/backend_cuda.h +++ b/c/backend_cuda.h @@ -14,6 +14,7 @@ #define COLI_CUDA_DLLEXPORT #endif + #ifdef __cplusplus extern "C" { #endif @@ -92,6 +93,10 @@ COLI_CUDA_DLLEXPORT int coli_cuda_attention_project_batch(ColiCudaTensor *kv_b,C const float *rope,int S,int H,int Q,int R, int V,int K,int T,float attention_scale); +COLI_CUDA_DLLEXPORT int coli_cuda_attention_project_ragged(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, + float *out,const float *q,const float *const *latent,const float *const *rope, + const int *lengths,int S,int H,int Q,int R,int V,int K,int max_t,float attention_scale); + COLI_CUDA_DLLEXPORT void coli_cuda_tensor_free(ColiCudaTensor *tensor); COLI_CUDA_DLLEXPORT size_t coli_cuda_tensor_bytes(const ColiCudaTensor *tensor); COLI_CUDA_DLLEXPORT int coli_cuda_tensor_device(const ColiCudaTensor *tensor); @@ -143,4 +148,3 @@ COLI_CUDA_DLLEXPORT int coli_cuda_pipe_sync(int device); #endif #endif - diff --git a/c/glm.c b/c/glm.c index 003a42d..298065b 100644 --- a/c/glm.c +++ b/c/glm.c @@ -1644,7 +1644,7 @@ static void model_init(Model *m, const char *snap, int cap, int ebits, int dbits c->index_topk, c->index_topk); } } - m->hlast=falloc(D); m->h_all=falloc((int64_t)64*D); + m->hlast=falloc(D); m->h_all=falloc((int64_t)512*D); /* byte della parte DENSA residente (embed+lm_head+attn+mlp densa+shared+norme) */ int64_t rb=qt_bytes(&m->embed)+qt_bytes(&m->lm_head); @@ -2640,7 +2640,23 @@ static void attention_rows(Model *m, Layer *l, int layer, float *x, int S, int p float *sc_all = falloc((int64_t)omp_get_max_threads()*sc_cap); int cuda_core=0,cuda_projected=0; #ifdef COLI_CUDA - if(cuda_absorb&&l->n_kv_b_shard>1){ + if(kvs&&g_cuda_enabled&&getenv("COLI_CUDA_ATTN")&&atoi(getenv("COLI_CUDA_ATTN"))&& + !dnsel&&l->kv_b.cuda_eligible&&l->o.cuda_eligible&& + qt_cuda_upload(&l->kv_b)&&qt_cuda_upload(&l->o)){ + const float **rl=malloc((size_t)S*sizeof(*rl)),**rr=malloc((size_t)S*sizeof(*rr)); + int *rn=malloc((size_t)S*sizeof(*rn)); int mt=0; + if(rl&&rr&&rn){ + for(int s=0;skv_start[layer]; rn[s]=pos+1-st0; + rl[s]=coli_kv_row(kvs[s]->Lc[layer],st0,kvl); + rr[s]=coli_kv_row(kvs[s]->Rc[layer],st0,c->qk_rope); + if(rn[s]>mt)mt=rn[s]; + } + cuda_core=cuda_projected=coli_cuda_attention_project_ragged(l->kv_b.cuda,l->o.cuda, + out,Q,rl,rr,rn,S,H,c->qk_nope,c->qk_rope,vh,kvl,mt,c->attn_scale); + } + free(rl);free(rr);free(rn); + } else if(cuda_absorb&&l->n_kv_b_shard>1){ int n=l->n_kv_b_shard,st0=m->kv_start[layer],nt=pos_base+S-st0,ok=1; float *qs=falloc((int64_t)S*H*qh),*cs=falloc((int64_t)S*H*vh); for(int d=0;dh_all) memcpy(m->h_all, x, (int64_t)S*D*sizeof(float)); /* hidden di TUTTE le pos (S<=64) */ + if(m->h_all) memcpy(m->h_all, x, (int64_t)S*D*sizeof(float)); /* hidden di TUTTE le pos (S<=512) */ if(m->hlast) memcpy(m->hlast, x+(int64_t)(S-1)*D, D*sizeof(float)); float *lo=falloc((int64_t)S*c->vocab), *row=falloc(D); for(int s=0;sfinal_norm, D, c->eps); @@ -3988,8 +4004,8 @@ static float *step_all(Model *m, const int *ids, int S, int pos_base){ static float *step_decode_batch(Model *m, const DecodeRow *rows, int S){ Cfg *c=&m->c; int D=c->hidden; /* Ragged KV currently uses MLA absorption; the stack kernel is sized to 512. */ - if(!rows || S<1 || S>64 || c->kv_lora>512) return NULL; - KVState *kvs[64]; int positions[64]; + if(!rows || S<1 || S>512 || c->kv_lora>512) return NULL; + KVState *kvs[512]; int positions[512]; float *x=falloc((int64_t)S*D); for(int s=0;sLc || !rows[s].kv->Rc || !rows[s].kv->kv_start || diff --git a/c/tests/test_ragged_attention.cu b/c/tests/test_ragged_attention.cu new file mode 100644 index 0000000..c00a8eb --- /dev/null +++ b/c/tests/test_ragged_attention.cu @@ -0,0 +1,35 @@ +#include "../backend_cuda.h" + +#include +#include +#include + +int main(){ + int dev=0;if(!coli_cuda_init(&dev,1))return 77; + constexpr int S=3,H=2,Q=2,R=1,V=2,K=3,D=H*V,O=3,T=3; + std::vector w(H*(Q+V)*K),p(O*D),q(S*H*(Q+R)); + for(size_t i=0;i> l(S),r(S); + const float *lp[S],*rp[S]; + for(int s=0;s Date: Fri, 17 Jul 2026 21:49:28 +0300 Subject: [PATCH 44/70] Windows: fix non-ASCII chat prompt corruption (ANSI codepage vs UTF-8) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit coli passes the chat prompt to glm.exe through the PROMPT/COLI_PROMPT environment variable. On Windows, plain getenv() is populated by the CRT from the ANSI-codepage view of the environment block, not UTF-8 — so any non-ASCII prompt text (Cyrillic, CJK, ...) is silently mangled before the byte-level tokenizer ever sees it, even though the parent process (coli's Python subprocess call) sets the value correctly via the wide env block. Add compat_getenv_utf8() in compat.h: reads the variable through GetEnvironmentVariableW and converts straight to UTF-8, bypassing the ANSI codepage entirely. No-op passthrough to getenv() on non-Windows platforms. coli_user_prompt() in glm.c now uses it for both COLI_PROMPT and PROMPT. Verified: tiny-oracle self-test still 32/32 after rebuild, and a real run against the full GLM-5.2-int4 model with a Cyrillic prompt now round-trips correctly end to end (input echoed intact, coherent Cyrillic output), where it previously produced replacement-character garbage on both input and output. --- c/compat.h | 31 +++++++++++++++++++++++++++++++ c/glm.c | 4 ++-- 2 files changed, 33 insertions(+), 2 deletions(-) diff --git a/c/compat.h b/c/compat.h index 82de8b6..06779e0 100644 --- a/c/compat.h +++ b/c/compat.h @@ -304,8 +304,39 @@ static inline int compat_setenv(const char *name, const char *value, int overwri } #define setenv(name,value,overwrite) compat_setenv(name,value,overwrite) +/* --- getenv_utf8: read an env var as UTF-8, not through the ANSI codepage --- + * Plain getenv()/_environ are populated by the CRT from the ANSI-codepage view + * of the process environment block, not UTF-8. A parent that hands the child a + * Unicode value via CreateProcessW's wide env block (e.g. Python's subprocess + * module, which coli uses to pass the chat prompt) round-trips correctly only + * through GetEnvironmentVariableW; going through narrow getenv() re-encodes it + * via CP_ACP first, so any non-ASCII prompt text (Cyrillic, CJK, ...) comes out + * corrupted before the byte-level tokenizer ever sees it. Read the wide value + * directly and convert straight to UTF-8, bypassing the ANSI codepage entirely. + * Returned buffer is intentionally leaked: called a handful of times at + * startup, lives for the process. */ +static inline const char *compat_getenv_utf8(const char *name){ + wchar_t wname[64]; + if(MultiByteToWideChar(CP_UTF8, 0, name, -1, wname, 64) <= 0) return getenv(name); + DWORD need = GetEnvironmentVariableW(wname, NULL, 0); + if(!need) return NULL; + wchar_t *wval = (wchar_t*)malloc(need * sizeof(wchar_t)); + if(!wval) return NULL; + GetEnvironmentVariableW(wname, wval, need); + int blen = WideCharToMultiByte(CP_UTF8, 0, wval, -1, NULL, 0, NULL, NULL); + char *val = blen>0 ? (char*)malloc((size_t)blen) : NULL; + if(val) WideCharToMultiByte(CP_UTF8, 0, wval, -1, val, blen, NULL, NULL); + free(wval); + return val; +} +#define getenv_utf8(name) compat_getenv_utf8(name) + #endif /* _WIN32 */ +#ifndef getenv_utf8 +#define getenv_utf8(name) getenv(name) +#endif + /* --- compat_aligned_free su piattaforme diverse da Windows --- * Su Linux/macOS, posix_memalign usa free() normale. */ #ifndef compat_aligned_free diff --git a/c/glm.c b/c/glm.c index 00c7076..b0e419c 100644 --- a/c/glm.c +++ b/c/glm.c @@ -5701,9 +5701,9 @@ static void cap_for_ram(Model *m, double ram_gb, int ebits, int max_ctx){ * self-test, and would "generate" from "$P$G". So on Windows a PROMPT carrying * cmd's $-metacodes is ignored; set COLI_PROMPT to pass a real prompt from cmd. */ static const char *coli_user_prompt(void){ - const char *p = getenv("COLI_PROMPT"); + const char *p = getenv_utf8("COLI_PROMPT"); if(p) return p; - p = getenv("PROMPT"); + p = getenv_utf8("PROMPT"); #ifdef _WIN32 if(p) for(const char *q=p; q[0]; q++) if(q[0]=='$' && q[1] && strchr("ABCDEFGHLNPQSTV_+|$", q[1]&~0x20)){ p=NULL; break; } From 7f70a8db5d92516c267f867d41e0a12bcd0021c8 Mon Sep 17 00:00:00 2001 From: KingIcyCreamProjects Date: Fri, 17 Jul 2026 14:08:50 -0500 Subject: [PATCH 45/70] sampling: guard against non-finite logits (was silent token-0 spew) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit On the default serve path (TEMP>0, 0=u, and the fallback returned token 0. The engine then emitted an unbroken run of token 0 with NO error. The greedy path was equally blind: argmax_v started bv=lo[0] and `lo[i]>NaN` is always false, so a NaN at index 0 pinned the argmax to 0. - argmax_v: skip NaN (x==x) and seed from -inf, so it returns the max finite/+Inf entry instead of being NaN-pinned to 0. Covers greedy decode and the speculative-verify argmax path. - dist_build: after the softmax sum, if s is non-finite or <=0, collapse g_pbuf to a one-hot over the finite argmax and warn once, instead of dividing every entry into NaN. Covers the nucleus and verify paths. Both are O(1)/free on the happy path (one branch after the existing loop; one extra comparison inside the existing argmax loop). Degrade + diagnose, never silently corrupt. test_logit_nan (wired into TEST_BINS): asserts argmax_v skips NaN/picks +Inf, dist_build yields a finite normalized one-hot on the max finite logit, dist_sample emits that token (not 0), and clean logits still give a valid distribution. Fails on stock dev, passes with this change. Co-Authored-By: Claude Opus 4.8 --- c/Makefile | 5 +++- c/glm.c | 15 ++++++++++- c/tests/test_logit_nan.c | 55 ++++++++++++++++++++++++++++++++++++++++ 3 files changed, 73 insertions(+), 2 deletions(-) create mode 100644 c/tests/test_logit_nan.c diff --git a/c/Makefile b/c/Makefile index feb3045..062ef75 100644 --- a/c/Makefile +++ b/c/Makefile @@ -166,7 +166,7 @@ else PYTHON ?= python3 endif CUDA_OBJ = -TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_st_pread$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_topp$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) tests/test_dsa_select$(EXE) +TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_st_pread$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_topp$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) tests/test_dsa_select$(EXE) tests/test_logit_nan$(EXE) ifneq (,$(LINUX)) TEST_BINS += tests/test_uring$(EXE) endif @@ -331,6 +331,9 @@ tests/bench_topp$(EXE): tests/bench_topp.c glm.c st.h uring.h json.h tok.h tok_u tests/test_kv_alloc$(EXE): tests/test_kv_alloc.c glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) +tests/test_logit_nan$(EXE): tests/test_logit_nan.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h + $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) + tests/test_i4_acc512$(EXE): tests/test_i4_acc512.c $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) diff --git a/c/glm.c b/c/glm.c index 92a4d78..9125587 100644 --- a/c/glm.c +++ b/c/glm.c @@ -4151,7 +4151,11 @@ static void mtp_absorb(Model *m, const int *next_ids, const float *x, int S, int } static inline int argmax_v(const float *lo, int V){ - int b=0; float bv=lo[0]; for(int i=1;ibv){bv=lo[i];b=i;} return b; + /* skip NaN (x==x is false for NaN) so a poisoned logit can't pin the argmax + * to index 0 — pick the max finite/+Inf entry instead. */ + int b=-1; float bv=-INFINITY; + for(int i=0;ibv){ bv=x; b=i; } } + return b<0?0:b; } /* ---- METODO F: draft grammaticale (#48) ---- @@ -4258,6 +4262,15 @@ static void dist_build(const float *lo, int V){ float mx=lo[0]; for(int i=1;imx) mx=lo[i]; double s=0; float invt=1.f/(g_temp>1e-4f?g_temp:1e-4f); for(int i=0;i1e300){ + static int warned=0; if(!warned){ warned=1; fprintf(stderr,"[sample] non-finite logits; emitting argmax of finite entries\n"); } + int b=argmax_v(lo,V); for(int i=0;i0 && g_nuc<1.f){ for(int i=0;i=u and fell + * through to return token 0 — so the engine silently emitted an unbroken run of + * token 0 with no error, on the DEFAULT serve path (TEMP>0, 0 +#include +#define main coli_glm_main_unused +#include "../glm.c" +#undef main + +static int approx1(double x){ return x > 0.999 && x < 1.001; } + +int main(void){ + /* --- argmax_v must skip NaN (greedy decode + speculative-verify paths) --- */ + { float lo[8]={NAN,1.f,5.f,2.f,NAN,-3.f,4.f,0.f}; + assert(argmax_v(lo,8)==2 && "pick max finite (idx2=5.0), not NaN-pinned idx0"); } + { float lo[8]={3.f,INFINITY,1.f,2.f,0.f,-1.f,2.5f,1.5f}; + assert(argmax_v(lo,8)==1 && "pick the +Inf position"); } + { float lo[8]; for(int i=0;i<8;i++) lo[i]=NAN; + assert(argmax_v(lo,8)==0 && "all-NaN: no crash, defined fallback"); } + + g_temp=0.7f; g_nuc=0.9f; /* the default serve/chat sampling path */ + + /* --- dist_build: a NaN logit must yield a finite one-hot, not all-NaN --- */ + { float lo[8]={0.5f,1.f,NAN,8.f,0.2f,-1.f,0.f,0.3f}; /* max finite = idx3 (8.0) */ + dist_build(lo,8); + double sum=0; int nan=0; + for(int i=0;i<8;i++){ if(!(g_pbuf[i]==g_pbuf[i])) nan=1; sum+=g_pbuf[i]; } + assert(!nan && "g_pbuf must be finite after a NaN logit"); + assert(approx1(sum) && "g_pbuf must normalize to 1"); + assert(approx1(g_pbuf[3]) && "mass must land on the max finite logit (idx3)"); + assert(dist_sample(8,-1)==3 && "sampler emits the finite argmax, not token 0"); } + + /* --- regression: clean logits still produce a valid distribution --- */ + { float lo[8]={0.1f,0.2f,3.0f,0.4f,0.5f,0.6f,0.7f,0.8f}; /* peak = idx2 */ + dist_build(lo,8); + double sum=0; int nan=0; + for(int i=0;i<8;i++){ if(!(g_pbuf[i]==g_pbuf[i])) nan=1; sum+=g_pbuf[i]; } + assert(!nan && "clean softmax stays finite"); + assert(approx1(sum) && "clean softmax must sum to 1"); + assert(g_pbuf[2]>=g_pbuf[0] && "peak token keeps the most mass"); } + + printf("OK test_logit_nan: argmax_v NaN-skip + dist_build finite-collapse\n"); + return 0; +} From e2d39abd2d4951606ca5c65fe025dc5cf8ea0fec Mon Sep 17 00:00:00 2001 From: KingIcyCreamProjects Date: Fri, 17 Jul 2026 14:39:14 -0500 Subject: [PATCH 46/70] sampling: NaN-skip the mx scan too (review follow-up on #369) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Per review: the collapse starts one line before the sum — seeding mx=lo[0] means a NaN at index 0 makes mx NaN, every (lo[i]-mx) NaN, and the softmax is doomed at the max-finding, not the normalize. Seed mx from -INFINITY and skip NaNs (x==x), mirroring the argmax_v change; if nothing finite survives, fall back to mx=0 and let the post-sum guard decide. The isfinite(s) guard is now the second line of defense rather than the only one. Clean logits take a byte-identical path (the extra x==x compare is noise next to V expf calls). test_logit_nan gains the NaN-at-index-0 and all-NaN dist_build cases; test_topp's 123-case sweep still passes on this tree, confirming no interaction with the #354 heap select. Co-Authored-By: Claude Opus 4.8 --- c/glm.c | 8 +++++++- c/tests/test_logit_nan.c | 15 +++++++++++++++ 2 files changed, 22 insertions(+), 1 deletion(-) diff --git a/c/glm.c b/c/glm.c index 9125587..54dd7fa 100644 --- a/c/glm.c +++ b/c/glm.c @@ -4259,7 +4259,13 @@ static void topp_siftdown(int *h, int n, int i){ * la coda troncata va AZZERATA in g_pbuf (dist_sample la legge direttamente per id). */ static void dist_build(const float *lo, int V){ if(!g_pbuf){ g_pbuf=falloc(V); g_pidx=malloc(V*sizeof(int)); } - float mx=lo[0]; for(int i=1;imx) mx=lo[i]; + /* NaN-skip the max scan (x==x rules out NaN): seeding mx=lo[0] let a NaN at + * index 0 poison every (lo[i]-mx) before the sum — the softmax was doomed at + * the max-finding, not the normalize. The post-sum guard below stays as the + * second line of defense. */ + float mx=-INFINITY; + for(int i=0;imx) mx=lo[i]; + if(!isfinite(mx)) mx=0.f; /* all-NaN (or +Inf) logits: let the guard below decide */ double s=0; float invt=1.f/(g_temp>1e-4f?g_temp:1e-4f); for(int i=0;i Date: Sat, 18 Jul 2026 03:50:48 +0800 Subject: [PATCH 47/70] cuda: load ragged attention entry point on Windows --- c/backend_loader.c | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/c/backend_loader.c b/c/backend_loader.c index b743d1b..bbcb8ca 100644 --- a/c/backend_loader.c +++ b/c/backend_loader.c @@ -61,6 +61,9 @@ typedef int (*fn_attention_absorb_batch)(ColiCudaTensor *kv_b,float *ctx,const f typedef int (*fn_attention_absorb_batch_dev)(ColiCudaTensor *kv_b_shard,float *ctx_dev, const float *q_dev,const float *latent_dev,const float *rope_dev, int S,int H,int Q,int R,int V,int K,int T,float scale); typedef int (*fn_attention_absorb_kvdev)(ColiCudaTensor *kv_b,float *ctx,const float *q, const float *latent_dev,const float *rope_dev,int H,int Q,int R,int V,int K,int T, float scale); typedef int (*fn_attention_project_batch)(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, float *out,const float *q,const float *latent, const float *rope,int S,int H,int Q,int R, int V,int K,int T,float attention_scale); +typedef int (*fn_attention_project_ragged)(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, + float *out,const float *q,const float *const *latent,const float *const *rope, + const int *lengths,int S,int H,int Q,int R,int V,int K,int max_t,float attention_scale); typedef int (*fn_attention_project_batch_dev)(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, float *out,const float *q_dev,const float *latent_dev,const float *rope_dev, int S,int H,int Q,int R,int V,int K,int T,float scale); typedef int (*fn_attention_project_batch_dev_out)(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, float *out_dev,const float *q_dev,const float *latent_dev,const float *rope_dev, int S,int H,int Q,int R,int V,int K,int T,float scale); typedef int (*fn_pipe_add)(int device,float *x_dev,const float *t_dev,size_t n); @@ -107,6 +110,7 @@ static struct { fn_attention_absorb_batch_dev attention_absorb_batch_dev; fn_attention_absorb_kvdev attention_absorb_kvdev; fn_attention_project_batch attention_project_batch; + fn_attention_project_ragged attention_project_ragged; fn_attention_project_batch_dev attention_project_batch_dev; fn_attention_project_batch_dev_out attention_project_batch_dev_out; fn_pipe_add pipe_add; @@ -200,6 +204,7 @@ static int coli_cuda_load(void){ RESOLVE(attention_absorb_batch_dev, fn_attention_absorb_batch_dev) RESOLVE(attention_absorb_kvdev, fn_attention_absorb_kvdev) RESOLVE(attention_project_batch, fn_attention_project_batch) + RESOLVE(attention_project_ragged, fn_attention_project_ragged) RESOLVE(attention_project_batch_dev, fn_attention_project_batch_dev) RESOLVE(attention_project_batch_dev_out, fn_attention_project_batch_dev_out) RESOLVE(pipe_add, fn_pipe_add) @@ -342,6 +347,14 @@ int coli_cuda_attention_project_batch(ColiCudaTensor *kv_b,ColiCudaTensor *o_pro return g_cuda.attention_project_batch(kv_b, o_proj, out, q, latent, rope, S, H, Q, R, V, K, T, attention_scale); } +int coli_cuda_attention_project_ragged(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, + float *out,const float *q,const float *const *latent,const float *const *rope, + const int *lengths,int S,int H,int Q,int R,int V,int K,int max_t,float attention_scale){ + if(!coli_cuda_load()) return 0; + return g_cuda.attention_project_ragged(kv_b,o_proj,out,q,latent,rope,lengths, + S,H,Q,R,V,K,max_t,attention_scale); +} + int coli_cuda_attention_project_batch_dev(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, float *out,const float *q_dev,const float *latent_dev,const float *rope_dev, int S,int H,int Q,int R,int V,int K,int T,float scale){ if(!g_cuda.available){ return 0; } return g_cuda.attention_project_batch_dev(kv_b, o_proj, out, q_dev, latent_dev, rope_dev, S, H, Q, R, V, K, T, scale); From c3a90eca36fa3387e78a8f48a31e5b34a5ff1bdf Mon Sep 17 00:00:00 2001 From: ZacharyZcR Date: Sat, 18 Jul 2026 04:54:59 +0800 Subject: [PATCH 48/70] profile CPU GPU tier execution costs --- c/glm.c | 49 ++++++++++++++++++++------ c/tests/test_benchmark_cuda_fixture.py | 6 +++- c/tools/benchmark_cuda_fixture.py | 28 +++++++++++++-- 3 files changed, 69 insertions(+), 14 deletions(-) diff --git a/c/glm.c b/c/glm.c index 92a4d78..8ec64a1 100644 --- a/c/glm.c +++ b/c/glm.c @@ -201,7 +201,9 @@ typedef struct { uint64_t route_slots, route_swaps; /* CACHE_ROUTE: slots chosen / substituted vs true top-K */ uint64_t route_agree_hit, route_agree_tot; /* ROUTE_AGREE: |chosen ∩ true top-K| / K */ double route_kl_sum; uint64_t route_kl_n; /* mean KL(true||chosen) on gate mass */ - double t_ewait, t_emm, t_attn, t_kvb, t_head;/* profiling: dove va il tempo (wall del + double t_ewait, t_emm, t_ecpu, t_egpu, t_route, t_p2p, t_attn, t_kvb, t_head; + uint64_t n_p2p; /* P0 execution profile: tier split + residual hops */ + /* profiling: dove va il tempo (wall del * thread di compute; il servizio disco * overlappato vive in g_edisk_ns) */ double t_aproj,t_acore,t_aout; /* attention breakdown */ @@ -307,15 +309,16 @@ static uint64_t g_prof_nlat; /* forwards recorded (monotonic static void prof_lat(double s){ g_prof_lat[g_prof_nlat++ % PROF_LAT_CAP]=s; } /* snapshot for windowed reports (serve mode: one report per turn) */ typedef struct { - double edisk,ewait,emm,attn,head; - int64_t io; uint64_t hits,miss,ereq,n_fw,n_emit,nlat; + double edisk,ewait,emm,ecpu,egpu,route,p2p,attn,head; + int64_t io; uint64_t hits,miss,ereq,n_fw,n_emit,nlat,n_p2p; } ProfBase; static void prof_base(Model *m, ProfBase *b){ b->edisk=edisk_s(); b->ewait=m->t_ewait; b->emm=m->t_emm; + b->ecpu=m->t_ecpu; b->egpu=m->t_egpu; b->route=m->t_route; b->p2p=m->t_p2p; b->attn=m->t_attn; b->head=m->t_head; b->io=atomic_load_explicit(&g_prof_io,memory_order_relaxed); b->hits=m->hits; b->miss=m->miss; b->ereq=m->ereq; - b->n_fw=m->n_fw; b->n_emit=m->n_emit; b->nlat=g_prof_nlat; + b->n_fw=m->n_fw; b->n_emit=m->n_emit; b->nlat=g_prof_nlat; b->n_p2p=m->n_p2p; } static float *falloc(int64_t n){ @@ -2848,6 +2851,7 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int if(!rank_buf||!rank_w){ free(rank_buf); free(rank_w); rank_buf=NULL; rank_w=NULL; do_cache_route=0; } } /* ---- FASE A: routing di tutte le S posizioni ---- */ + double route_t0=g_prof?now_s():0; int *idxs=malloc((size_t)S*K*sizeof(int)); float *ws=malloc((size_t)S*K*sizeof(float)); int *keff=malloc(S*sizeof(int)); /* router in UN matmul batch: stessa matematica, via le S chiamate S=1 */ @@ -2997,6 +3001,7 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int for(int d=0;dt_route+=now_s()-route_t0; if(g_route_fp) g_route_call++; if(g_couple && cp_pred && S<=8) for(int s2=0;s2g.cuda,e->u.cuda,e->d.cuda,hh,xg,nr)){ for(int r=0;rt_emm+=now_s()-t0; continue; + double dt=now_s()-t0;m->t_emm+=dt;if(g_prof)m->t_egpu+=dt;continue; } if(!e->slab) expert_host_ensure(m,layer,e); #endif @@ -3272,7 +3277,7 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int matmul_qt(hh, gg, &e->d, nr); for(int r=0;rt_emm += now_s()-t0; + double dt=now_s()-t0;m->t_emm+=dt;if(g_prof)m->t_ecpu+=dt; } #ifdef COLI_CUDA ColiCudaTensor *dev_g[COLI_CUDA_MAX_DEVICES][64],*dev_u[COLI_CUDA_MAX_DEVICES][64]; @@ -3280,6 +3285,7 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int int dev_rows[COLI_CUDA_MAX_DEVICES][64],dev_which[COLI_CUDA_MAX_DEVICES][64]; int dev_nc[COLI_CUDA_MAX_DEVICES]={0},dev_total[COLI_CUDA_MAX_DEVICES]={0}; int dev_off[COLI_CUDA_MAX_DEVICES]={0},dev_ok[COLI_CUDA_MAX_DEVICES]={0}; + double dev_time[COLI_CUDA_MAX_DEVICES]={0}; for(int di=0;dig.cuda_device==g_cuda_devices[di]) dev_total[di]+=group_n[q]; for(int di=1;di1) schedule(static) - for(int di=0;dig.cuda,e->u.cuda,e->d.cuda,hh,xg,nr)){ expert_host_ensure(m,layer,e); expert_gate_up(gg,uu,xg,&e->g,&e->u,nr); for(int64_t z=0;z<(int64_t)nr*I;z++) gg[z]=siluf(gg[z])*uu[z]; matmul_qt(hh,gg,&e->d,nr); } + if(g_prof)m->t_ecpu+=now_s()-tc; } float *src=dev_ok[di]?group_y+(int64_t)off*D:hh; for(int r=0;rmx)mx=dev_time[di];m->t_egpu+=mx;} m->t_emm+=now_s()-tg; #endif /* No drain barrier: the per-expert pipe_wait(qof[j]) above (issued for every @@ -3925,7 +3937,11 @@ static void layers_forward_rows(Model *m, float *x, int S, int pos_base, float *dst=coli_cuda_pipe_scratch(dev,15,xb); if(dst){ if(x_dev_on<0) ok=coli_cuda_pipe_upload(dev,dst,x,xb); - else if(x_dev_on!=dev){ ok=coli_cuda_pipe_peer_copy(dev,dst,x_dev_on,x_dev,xb); } + else if(x_dev_on!=dev){ + double tp=g_prof?now_s():0; + ok=coli_cuda_pipe_peer_copy(dev,dst,x_dev_on,x_dev,xb); + if(g_prof){m->t_p2p+=now_s()-tp;m->n_p2p++;} + } else dst=x_dev; if(ok){ x_dev=dst; x_dev_on=dev; @@ -4558,6 +4574,10 @@ static void profile_print(Model *m, double elapsed){ edisk_s(),m->t_ewait,m->t_emm,m->t_attn,m->t_kvb,m->t_head,elapsed-accounted); printf("ATTENTION: projection/RoPE %.3fs | score-softmax-value %.3fs | output projection %.3fs\n", m->t_aproj,m->t_acore,m->t_aout); + if(g_prof)printf("P0-EXEC: routed CPU %.3fs | routed GPU critical %.3fs | router %.3fs | residual P2P %.3fs / %llu hop | orchestration %.3fs\n", + m->t_ecpu,m->t_egpu,m->t_route,m->t_p2p,(unsigned long long)m->n_p2p, + elapsed-m->t_ewait-m->t_emm-m->t_attn-m->t_head-m->t_route-m->t_p2p>0? + elapsed-m->t_ewait-m->t_emm-m->t_attn-m->t_head-m->t_route-m->t_p2p:0); #ifdef COLI_METAL if(g_metal_enabled){ uint64_t ok=0,fb=0,ex=0; double su=0,gp=0,sc=0; coli_metal_moe_counts(&ok,&fb,&ex); coli_metal_moe_times(&su,&gp,&sc); @@ -4571,6 +4591,7 @@ static void profile_print(Model *m, double elapsed){ static void profile_reset(Model *m){ m->t_ewait=m->t_emm=m->t_attn=m->t_kvb=m->t_head=0; + m->t_ecpu=m->t_egpu=m->t_route=m->t_p2p=0;m->n_p2p=0; m->t_aproj=m->t_acore=m->t_aout=0; atomic_store_explicit(&g_edisk_ns,0,memory_order_relaxed); } @@ -4615,11 +4636,19 @@ static void prof_report(Model *m, const ProfBase *b, double elapsed, int tokens, io_svc,io_w); fprintf(f,"[PROF] resident experts: %d pinned (%.1f GB) + %d in LRU (%.1f GB, cap %d/layer)\n", pinned,pinned*eb/1e9,lru,lru*eb/1e9,m->ecap); - double emm=m->t_emm-b->emm, attn=m->t_attn-b->attn, head=m->t_head-b->head; - double other=elapsed-io_w-emm-attn-head; if(other<0) other=0; + double emm=m->t_emm-b->emm, ecpu=m->t_ecpu-b->ecpu, egpu=m->t_egpu-b->egpu; + double route=m->t_route-b->route,p2p=m->t_p2p-b->p2p; + uint64_t np2p=m->n_p2p-b->n_p2p; + double attn=m->t_attn-b->attn, head=m->t_head-b->head; + double other=elapsed-io_w-emm-attn-head-route-p2p; if(other<0) other=0; double f_io=io_w/elapsed, f_emm=emm/elapsed, f_attn=attn/elapsed; fprintf(f,"[PROF] time shares: expert-I/O %.0f%% | expert-matmul %.0f%% | attention %.0f%% | lm_head %.0f%% | other %.0f%%\n", 100*f_io,100*f_emm,100*f_attn,100*head/elapsed,100*other/elapsed); + double slow=ecpu>egpu?ecpu:egpu,fast=ecpu1e-9?slow/fast:0.0,route,p2p,(unsigned long long)np2p, + np2p?p2p*1e3/np2p:0.0,other); if(f_io>=0.30){ fprintf(f,"[PROF] verdict: I/O-bound — %.0f%% of the time waits on expert reads (hit %.0f%%).",100*f_io,hitp); if(hitp<90) fprintf(f," More cache is the lever: raise RAM_GB (or add RAM)."); diff --git a/c/tests/test_benchmark_cuda_fixture.py b/c/tests/test_benchmark_cuda_fixture.py index a704052..ca317c9 100644 --- a/c/tests/test_benchmark_cuda_fixture.py +++ b/c/tests/test_benchmark_cuda_fixture.py @@ -1,11 +1,12 @@ import unittest -from tools.benchmark_cuda_fixture import parse_output +from tools.benchmark_cuda_fixture import parse_output, parse_p0 SAMPLE = """ REPLAY decode: 4 tokens | 12.34 tok/s PROFILE: expert-disk 1.25s | expert-matmul 2.50s | attention 0.75s | lm_head 0.10s | other -0.05s +P0-EXEC: routed CPU 1.200s | routed GPU critical 0.150s | router 0.200s | residual P2P 0.030s / 75 hop | orchestration 0.100s """ @@ -19,6 +20,9 @@ class ParseOutputTest(unittest.TestCase): with self.assertRaisesRegex(RuntimeError, "benchmark output missing"): parse_output("REPLAY decode: 4 tokens | 12.34 tok/s", "engine failed") + def test_extracts_p0_profile(self): + self.assertEqual(parse_p0(SAMPLE), [1.2, 0.15, 0.2, 0.03, 75.0, 0.1]) + if __name__ == "__main__": unittest.main() diff --git a/c/tools/benchmark_cuda_fixture.py b/c/tools/benchmark_cuda_fixture.py index bced18e..849bb55 100644 --- a/c/tools/benchmark_cuda_fixture.py +++ b/c/tools/benchmark_cuda_fixture.py @@ -17,6 +17,11 @@ PROFILE_RE = re.compile( r"\| attention ([0-9.]+)s .* lm_head ([0-9.]+)s \| other ([0-9.-]+)s" ) PROFILE_KEYS = ("disk", "expert_matmul", "attention", "lm_head", "other") +P0_RE = re.compile( + r"P0-EXEC: routed CPU ([0-9.]+)s \| routed GPU critical ([0-9.]+)s \| " + r"router ([0-9.]+)s \| residual P2P ([0-9.]+)s / ([0-9]+) hop \| orchestration ([0-9.]+)s" +) +P0_KEYS = ("routed_cpu", "routed_gpu_critical", "router", "p2p", "p2p_hops", "orchestration") def parse_output(stdout: str, stderr: str = "") -> tuple[float, list[float]]: @@ -30,11 +35,20 @@ def parse_output(stdout: str, stderr: str = "") -> tuple[float, list[float]]: return float(speed.group(1)), [disk] + [float(value) for value in rest] -def execute(engine: str, env: dict[str, str]) -> tuple[float, list[float]]: +def parse_p0(stdout: str) -> list[float]: + """Extract the optional PROF=1 execution-layer breakdown.""" + row = P0_RE.search(stdout) + if not row: + raise RuntimeError("benchmark output missing P0-EXEC profile") + return [float(value) for value in row.groups()] + + +def execute(engine: str, env: dict[str, str]) -> tuple[float, list[float], list[float]]: run = subprocess.run( [engine, "4", "4", "4"], env=env, text=True, capture_output=True, check=True ) - return parse_output(run.stdout, run.stderr) + speed, profile = parse_output(run.stdout, run.stderr) + return speed, profile, parse_p0(run.stdout) def main() -> None: @@ -63,6 +77,8 @@ def main() -> None: OMP_NUM_THREADS=str(args.threads), OMP_PROC_BIND="spread", OMP_PLACES="cores", + DRAFT="0", + PROF="1", ) execute(args.engine, base | {"STATS": str(stats)}) @@ -86,13 +102,15 @@ def main() -> None: execute(args.engine, base | extra) # warm-up speeds = {name: [] for name in modes} profiles = {name: [] for name in modes} + p0_profiles = {name: [] for name in modes} names = list(modes) for run_index in range(args.runs): order = names[run_index % len(names):] + names[:run_index % len(names)] for name in order: - speed, profile = execute(args.engine, base | modes[name]) + speed, profile, p0 = execute(args.engine, base | modes[name]) speeds[name].append(speed) profiles[name].append(profile) + p0_profiles[name].append(p0) result = {} for name in names: @@ -103,6 +121,10 @@ def main() -> None: key: statistics.median(row[index] for row in profiles[name]) for index, key in enumerate(PROFILE_KEYS) }, + "median_p0": { + key: statistics.median(row[index] for row in p0_profiles[name]) + for index, key in enumerate(P0_KEYS) + }, } print(json.dumps(result, indent=2)) From 946fcd4f9f9d7c6558f8704f2393eb97910abba7 Mon Sep 17 00:00:00 2001 From: bokiko Date: Sat, 18 Jul 2026 00:19:39 +0300 Subject: [PATCH 49/70] =?UTF-8?q?glm:=20fmt=3D4=20support=20in=20qt=5Faddr?= =?UTF-8?q?ow/qt=5Fmatvec=5Frows=20=E2=80=94=20CPU=20absorb=20path=20decod?= =?UTF-8?q?ed=20grouped=20int4=20as=20int2?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit An all-grouped container (kv_b_proj at fmt=4) generates one correct token and then EOS: qt_addrow and qt_matvec_rows handle fmt 0/1/2 and fall through to the int2 decoder, so grouped-int4 kv_b was unpacked as 2-bit pairs under a per-row scale that does not exist in the [O,ng] layout. Prefill (S>4, reconstruction) is unaffected, which made the failure look like an EOS bug rather than an attention bug. Same class as #298 (CUDA absorb kernels missing fmt=4), CPU side. Existing containers escape it because the recommended mixed-precision recipe keeps kv_b at int8 (#237). Adds per-group branches mirroring matmul_i4_grouped semantics. fmt 0/1/2/3 paths are untouched. Co-Authored-By: Claude --- c/glm.c | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/c/glm.c b/c/glm.c index 92a4d78..c869b9c 100644 --- a/c/glm.c +++ b/c/glm.c @@ -2284,6 +2284,18 @@ static void expert_prefetch(Model *m, int layer, int eid){ static void qt_addrow(const QT *t, int row, float coef, float *acc){ int I=t->I; if(t->fmt==0){ const float *w=t->qf+(int64_t)row*I; for(int i=0;ifmt==4){ const uint8_t *w=t->q4+(int64_t)row*((I+1)/2); + int gs=t->gs, ng=(I+gs-1)/gs; const float *scl=t->s+(int64_t)row*ng; + for(int i=0;i+1>1]; + acc[i] +=coef*scl[i/gs] *((int)(b&0xF)-8); + acc[i+1]+=coef*scl[(i+1)/gs]*((int)(b>>4)-8); } + if(I&1){ uint8_t b=w[I>>1]; acc[I-1]+=coef*scl[(I-1)/gs]*((int)(b&0xF)-8); } return; } float c=coef*t->s[row]; if(t->fmt==1){ const int8_t *w=t->q8+(int64_t)row*I; for(int i=0;ifmt==2){ const uint8_t *w=t->q4+(int64_t)row*((I+1)/2); @@ -2302,6 +2314,13 @@ static void qt_matvec_rows(const QT *t, int r0, int n, const float *x, float *y) else if(t->fmt==2){ const uint8_t *w=t->q4+(int64_t)row*((I+1)/2); float s=t->s[row]; float acc=0; for(int i=0;i+1>1]; acc+=((int)(b&0xF)-8)*x[i]+((int)(b>>4)-8)*x[i+1]; } if(I&1){ uint8_t b=w[I>>1]; acc+=((int)(b&0xF)-8)*x[I-1]; } a=acc*s; } + else if(t->fmt==4){ /* per-gruppo, come matmul_i4_grouped / per-group, as matmul_i4_grouped */ + const uint8_t *w=t->q4+(int64_t)row*((I+1)/2); + int gs=t->gs, ng=(I+gs-1)/gs; const float *scl=t->s+(int64_t)row*ng; + for(int g=0; g*gsI?I:base+gs; float acc=0; + for(int i=base;i>1]; + acc+=(float)((i&1)?((int)(b>>4)-8):((int)(b&0xF)-8))*x[i]; } + a+=(double)acc*scl[g]; } } else { const uint8_t *w=t->q4+(int64_t)row*((I+3)/4); float s=t->s[row]; float acc=0; for(int i=0;i>2]; acc+=((int)((b>>((i&3)*2))&3)-2)*x[i]; } a=acc*s; } y[j]=(float)a; From 73e0e5ec82e98ef40bcfab5abd42c6776e6a381e Mon Sep 17 00:00:00 2001 From: KingIcyCreamProjects Date: Fri, 17 Jul 2026 16:24:33 -0500 Subject: [PATCH 50/70] docs(api): add "Connect a coding CLI or editor" recipe (#373) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Documents connecting OpenAI-compatible coding CLIs to `coli serve`. Covers the common snag reported in #373 — clients like crush refuse to start without an API key even though the local endpoint needs none — by showing that any dummy key works (Colibri only enforces COLI_API_KEY if set). Concrete recipes for aider and crush, a curl smoke test, the generic base-URL/model/key pattern for other tools, and an honest tok/s-latency caveat for the streaming path. Co-Authored-By: Claude Opus 4.8 --- docs/api.md | 61 +++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) diff --git a/docs/api.md b/docs/api.md index d3b09f1..cb29eb2 100644 --- a/docs/api.md +++ b/docs/api.md @@ -49,6 +49,67 @@ errors before streaming headers are sent. `GET /health` exposes active/queued/completed/rejected counters, and successful generation responses include `x-colibri-queue-wait-ms`. +## Connect a coding CLI or editor + +The API is OpenAI-compatible, so most coding CLIs and editor extensions work by +pointing them at Colibri as an *OpenAI-compatible* provider. Three settings: + +- **Base URL** — `http://localhost:8000/v1` +- **Model** — `glm-5.2-colibri` (or whatever you pass to `--model-id`) +- **API key** — any non-empty string, e.g. `local` + +Colibri needs **no** API key by default, but many clients refuse to start without +one — give them any dummy value. The key is only enforced if you set `COLI_API_KEY`. + +Smoke-test the endpoint first (no key needed unless you set one): + +```bash +curl http://127.0.0.1:8000/v1/chat/completions \ + -H 'Content-Type: application/json' \ + -d '{"model":"glm-5.2-colibri","messages":[{"role":"user","content":"hi"}]}' +``` + +**aider** + +```bash +export OPENAI_API_BASE=http://localhost:8000/v1 +export OPENAI_API_KEY=local +aider --model openai/glm-5.2-colibri # the openai/ prefix routes to OPENAI_API_BASE +``` + +**crush** — add a provider to `crush.json` (`~/.config/crush/crush.json`, or +`%USERPROFILE%\AppData\Local\crush\crush.json` on Windows): + +```json +{ + "$schema": "https://charm.land/crush.json", + "providers": { + "colibri": { + "name": "Colibri", + "type": "openai-compat", + "base_url": "http://localhost:8000/v1/", + "api_key": "local", + "models": [ + { "name": "GLM-5.2 (Colibri)", "id": "glm-5.2-colibri", + "context_window": 131072, "default_max_tokens": 1024 } + ] + } + } +} +``` + +The `"api_key": "local"` dummy is what satisfies clients that demand a key. +`context_window` is only the client's budget display — set it to whatever your +KV configuration actually allows. + +**Continue, Cline / Roo, `llm`, the OpenAI SDKs, …** — set the provider's base +URL to `http://localhost:8000/v1`, the model to `glm-5.2-colibri`, and any dummy +key (`OPENAI_API_KEY` / `OPENAI_BASE_URL` for env-based tools). + +> On the CPU-streaming path a large model decodes at roughly 1 tok/s, so +> interactive agent loops will feel slow — it connects and works, but the latency +> is very different from a hosted model. + ## Isolated KV contexts `coli serve --kv-slots N` allocates up to 16 independent sequence contexts. From 570d738ed5c7ae8a43aed5a4eb23b8948c48c41f Mon Sep 17 00:00:00 2001 From: ZacharyZcR Date: Sat, 18 Jul 2026 05:34:41 +0800 Subject: [PATCH 51/70] profile effective CPU expert bandwidth --- c/glm.c | 23 +++++++++++++++++------ c/tests/test_benchmark_cuda_fixture.py | 4 ++-- c/tools/benchmark_cuda_fixture.py | 5 +++-- 3 files changed, 22 insertions(+), 10 deletions(-) diff --git a/c/glm.c b/c/glm.c index 8ec64a1..f5dd33b 100644 --- a/c/glm.c +++ b/c/glm.c @@ -203,6 +203,7 @@ typedef struct { double route_kl_sum; uint64_t route_kl_n; /* mean KL(true||chosen) on gate mass */ double t_ewait, t_emm, t_ecpu, t_egpu, t_route, t_p2p, t_attn, t_kvb, t_head; uint64_t n_p2p; /* P0 execution profile: tier split + residual hops */ + uint64_t cpu_expert_rows; int64_t cpu_expert_bytes; /* profiling: dove va il tempo (wall del * thread di compute; il servizio disco * overlappato vive in g_edisk_ns) */ @@ -310,7 +311,7 @@ static void prof_lat(double s){ g_prof_lat[g_prof_nlat++ % PROF_LAT_CAP]=s; } /* snapshot for windowed reports (serve mode: one report per turn) */ typedef struct { double edisk,ewait,emm,ecpu,egpu,route,p2p,attn,head; - int64_t io; uint64_t hits,miss,ereq,n_fw,n_emit,nlat,n_p2p; + int64_t io,cpu_bytes; uint64_t hits,miss,ereq,n_fw,n_emit,nlat,n_p2p,cpu_rows; } ProfBase; static void prof_base(Model *m, ProfBase *b){ b->edisk=edisk_s(); b->ewait=m->t_ewait; b->emm=m->t_emm; @@ -319,6 +320,7 @@ static void prof_base(Model *m, ProfBase *b){ b->io=atomic_load_explicit(&g_prof_io,memory_order_relaxed); b->hits=m->hits; b->miss=m->miss; b->ereq=m->ereq; b->n_fw=m->n_fw; b->n_emit=m->n_emit; b->nlat=g_prof_nlat; b->n_p2p=m->n_p2p; + b->cpu_bytes=m->cpu_expert_bytes;b->cpu_rows=m->cpu_expert_rows; } static float *falloc(int64_t n){ @@ -3277,7 +3279,9 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int matmul_qt(hh, gg, &e->d, nr); for(int r=0;rt_emm+=dt;if(g_prof)m->t_ecpu+=dt; + double dt=now_s()-t0;m->t_emm+=dt;if(g_prof){m->t_ecpu+=dt; + m->cpu_expert_bytes+=qt_bytes(&e->g)+qt_bytes(&e->u)+qt_bytes(&e->d); + m->cpu_expert_rows+=(uint64_t)nr;} } #ifdef COLI_CUDA ColiCudaTensor *dev_g[COLI_CUDA_MAX_DEVICES][64],*dev_u[COLI_CUDA_MAX_DEVICES][64]; @@ -3320,6 +3324,8 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int expert_gate_up(gg,uu,xg,&e->g,&e->u,nr); for(int64_t z=0;z<(int64_t)nr*I;z++) gg[z]=siluf(gg[z])*uu[z]; matmul_qt(hh,gg,&e->d,nr); + if(g_prof){m->cpu_expert_bytes+=qt_bytes(&e->g)+qt_bytes(&e->u)+qt_bytes(&e->d); + m->cpu_expert_rows+=(uint64_t)nr;} } if(g_prof)m->t_ecpu+=now_s()-tc; } @@ -4574,8 +4580,9 @@ static void profile_print(Model *m, double elapsed){ edisk_s(),m->t_ewait,m->t_emm,m->t_attn,m->t_kvb,m->t_head,elapsed-accounted); printf("ATTENTION: projection/RoPE %.3fs | score-softmax-value %.3fs | output projection %.3fs\n", m->t_aproj,m->t_acore,m->t_aout); - if(g_prof)printf("P0-EXEC: routed CPU %.3fs | routed GPU critical %.3fs | router %.3fs | residual P2P %.3fs / %llu hop | orchestration %.3fs\n", - m->t_ecpu,m->t_egpu,m->t_route,m->t_p2p,(unsigned long long)m->n_p2p, + if(g_prof)printf("P0-EXEC: routed CPU %.3fs / %.2f GB/s (%llu row) | routed GPU critical %.3fs | router %.3fs | residual P2P %.3fs / %llu hop | orchestration %.3fs\n", + m->t_ecpu,m->t_ecpu>0?m->cpu_expert_bytes/1e9/m->t_ecpu:0.0, + (unsigned long long)m->cpu_expert_rows,m->t_egpu,m->t_route,m->t_p2p,(unsigned long long)m->n_p2p, elapsed-m->t_ewait-m->t_emm-m->t_attn-m->t_head-m->t_route-m->t_p2p>0? elapsed-m->t_ewait-m->t_emm-m->t_attn-m->t_head-m->t_route-m->t_p2p:0); #ifdef COLI_METAL @@ -4592,6 +4599,7 @@ static void profile_print(Model *m, double elapsed){ static void profile_reset(Model *m){ m->t_ewait=m->t_emm=m->t_attn=m->t_kvb=m->t_head=0; m->t_ecpu=m->t_egpu=m->t_route=m->t_p2p=0;m->n_p2p=0; + m->cpu_expert_bytes=0;m->cpu_expert_rows=0; m->t_aproj=m->t_acore=m->t_aout=0; atomic_store_explicit(&g_edisk_ns,0,memory_order_relaxed); } @@ -4639,15 +4647,18 @@ static void prof_report(Model *m, const ProfBase *b, double elapsed, int tokens, double emm=m->t_emm-b->emm, ecpu=m->t_ecpu-b->ecpu, egpu=m->t_egpu-b->egpu; double route=m->t_route-b->route,p2p=m->t_p2p-b->p2p; uint64_t np2p=m->n_p2p-b->n_p2p; + int64_t cpu_bytes=m->cpu_expert_bytes-b->cpu_bytes; + uint64_t cpu_rows=m->cpu_expert_rows-b->cpu_rows; double attn=m->t_attn-b->attn, head=m->t_head-b->head; double other=elapsed-io_w-emm-attn-head-route-p2p; if(other<0) other=0; double f_io=io_w/elapsed, f_emm=emm/elapsed, f_attn=attn/elapsed; fprintf(f,"[PROF] time shares: expert-I/O %.0f%% | expert-matmul %.0f%% | attention %.0f%% | lm_head %.0f%% | other %.0f%%\n", 100*f_io,100*f_emm,100*f_attn,100*head/elapsed,100*other/elapsed); double slow=ecpu>egpu?ecpu:egpu,fast=ecpu1e-9?slow/fast:0.0,route,p2p,(unsigned long long)np2p, + ecpu,ecpu>0?cpu_bytes/1e9/ecpu:0.0,(unsigned long long)cpu_rows, + egpu,fast>1e-9?slow/fast:0.0,route,p2p,(unsigned long long)np2p, np2p?p2p*1e3/np2p:0.0,other); if(f_io>=0.30){ fprintf(f,"[PROF] verdict: I/O-bound — %.0f%% of the time waits on expert reads (hit %.0f%%).",100*f_io,hitp); diff --git a/c/tests/test_benchmark_cuda_fixture.py b/c/tests/test_benchmark_cuda_fixture.py index ca317c9..3feaf11 100644 --- a/c/tests/test_benchmark_cuda_fixture.py +++ b/c/tests/test_benchmark_cuda_fixture.py @@ -6,7 +6,7 @@ from tools.benchmark_cuda_fixture import parse_output, parse_p0 SAMPLE = """ REPLAY decode: 4 tokens | 12.34 tok/s PROFILE: expert-disk 1.25s | expert-matmul 2.50s | attention 0.75s | lm_head 0.10s | other -0.05s -P0-EXEC: routed CPU 1.200s | routed GPU critical 0.150s | router 0.200s | residual P2P 0.030s / 75 hop | orchestration 0.100s +P0-EXEC: routed CPU 1.200s / 123.40 GB/s (456 row) | routed GPU critical 0.150s | router 0.200s | residual P2P 0.030s / 75 hop | orchestration 0.100s """ @@ -21,7 +21,7 @@ class ParseOutputTest(unittest.TestCase): parse_output("REPLAY decode: 4 tokens | 12.34 tok/s", "engine failed") def test_extracts_p0_profile(self): - self.assertEqual(parse_p0(SAMPLE), [1.2, 0.15, 0.2, 0.03, 75.0, 0.1]) + self.assertEqual(parse_p0(SAMPLE), [1.2, 123.4, 456.0, 0.15, 0.2, 0.03, 75.0, 0.1]) if __name__ == "__main__": diff --git a/c/tools/benchmark_cuda_fixture.py b/c/tools/benchmark_cuda_fixture.py index 849bb55..26512dd 100644 --- a/c/tools/benchmark_cuda_fixture.py +++ b/c/tools/benchmark_cuda_fixture.py @@ -18,10 +18,11 @@ PROFILE_RE = re.compile( ) PROFILE_KEYS = ("disk", "expert_matmul", "attention", "lm_head", "other") P0_RE = re.compile( - r"P0-EXEC: routed CPU ([0-9.]+)s \| routed GPU critical ([0-9.]+)s \| " + r"P0-EXEC: routed CPU ([0-9.]+)s / ([0-9.]+) GB/s \(([0-9]+) row\) \| routed GPU critical ([0-9.]+)s \| " r"router ([0-9.]+)s \| residual P2P ([0-9.]+)s / ([0-9]+) hop \| orchestration ([0-9.]+)s" ) -P0_KEYS = ("routed_cpu", "routed_gpu_critical", "router", "p2p", "p2p_hops", "orchestration") +P0_KEYS = ("routed_cpu", "routed_cpu_gb_s", "routed_cpu_rows", "routed_gpu_critical", + "router", "p2p", "p2p_hops", "orchestration") def parse_output(stdout: str, stderr: str = "") -> tuple[float, list[float]]: From 153ee16f61b50633c6ce30008ce56c13aea49069 Mon Sep 17 00:00:00 2001 From: woolcoxm <13604288+woolcoxm@users.noreply.github.com> Date: Fri, 17 Jul 2026 18:17:29 -0400 Subject: [PATCH 52/70] =?UTF-8?q?bench:=20multi-seed=20bench=5Fdsa=5Fselec?= =?UTF-8?q?t=20=E2=80=94=20kill=20single-input=20pivot-luck=20spike=20(#35?= =?UTF-8?q?7)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit @KingIcyCreamProjects caught a real artifact on the 9950X3D (#357 thread): the nk=8192 cell reported ~75x, far above the real ~13-40x algorithm. Root cause was two compounding bench bugs, both verified against the code: 1. ONE frozen input per cell. partial_select_desc's median-of-three pivot is fully deterministic (no RNG), and bench_dsa_select froze the input then ran 2000 reps on that identical array -- so all 2000 reps hit the exact same pivot sequence. A single lucky input spiked one nk row (stable across re-runs because it's deterministic, not because it's real). 2. brng was a static global, initialized once and NEVER reset between cells. So each (shape,nk) cell's input depended on every prior cell's brand() draws -- reordering nks[] or adding a shape silently shifted all later inputs. Fix: - brng_seed() reseeds per (shape, nk, seed) so every cell is reproducible and independent of cell ordering. - Report the MEDIAN of N_SEEDS=11 independent inputs, each itself a median over N_REPEAT=2000 timing reps. A lucky pivot now moves one of 11 samples, not the reported number. Measured on Intel Core Ultra 9 185H (this fix, median of 11 seeds): realistic@8192 10.97x (was 13.57x single-seed on this box) uniform@8192 9.39x (was 7.48x) plateau@8192 16.11x (plateau ignores the RNG, unchanged as expected) band: 6-26x across all cells, no anomalous spikes. Correctness is unaffected (test_dsa_select, 129 cases, unchanged). This is a bench fidelity fix only -- no engine code touched. --- c/tests/bench_dsa_select.c | 61 +++++++++++++++++++++++++++++--------- 1 file changed, 47 insertions(+), 14 deletions(-) diff --git a/c/tests/bench_dsa_select.c b/c/tests/bench_dsa_select.c index 1fd3e6b..a1f2014 100644 --- a/c/tests/bench_dsa_select.c +++ b/c/tests/bench_dsa_select.c @@ -59,6 +59,12 @@ static double bench_ns(void (*fn)(const float*,int,int,int*,int*), return ts[N_REPEAT/2]; } +/* Sort an array of doubles ascending (median-of-medians aggregation below). */ +static void dsort(double *a, int n){ + for(int s=1;s=0 && a[b]>k){ a[b+1]=a[b]; b--; } a[b+1]=k; } +} + /* the NEW algorithm calls the real partial_select_desc + replicates the production * threshold derivation and position scans. */ static void keep_new(const float *isc, int nk, int keep, int *dst, int *nd_out){ @@ -74,6 +80,7 @@ static void keep_new(const float *isc, int nk, int keep, int *dst, int *nd_out){ /* deterministic score fill for three shapes */ static uint32_t brng = 0xA5A5A5A5u; +static void brng_seed(uint32_t s){ brng = s; } static double brand(void){ brng ^= brng << 13; brng ^= brng >> 17; brng ^= brng << 5; return (double)(brng >> 8) * (1.0 / 16777216.0); } static void fill_realistic(float *isc, int nk){ /* few hot, long distinct tail */ @@ -87,11 +94,24 @@ static void fill_plateau(float *isc, int nk){ /* tie blocks -> boundary path for(int i=0;i Date: Sat, 18 Jul 2026 01:10:33 +0200 Subject: [PATCH 53/70] sampling: survive non-finite logits instead of emitting token 0 forever (#369) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit A single NaN or +Inf logit silently broke the default sampling path. +Inf became `mx`, then `expf((Inf-mx))`/`expf((NaN-mx))` is NaN, the softmax sum went NaN, every probability went NaN — and dist_sample's fallback loop `if(g_pbuf[i]>0)` is false for NaN at every index, so it returned 0. Every subsequent token: 0. No error, no warning. @KingIcyCreamProjects found it. dist_build now takes `mx` over finite logits only, gives a non-finite logit probability 0, and when the distribution is unusable (no finite logit, or a non-finite/zero sum) collapses to a delta on the finite argmax and warns ONCE on stderr — degraded, but a valid token and a visible cause, never a silent stream of zeros. The finite argmax uses the index found during the mx pass (robust even when lo[0] itself is NaN, where argmax_v would wrongly return 0). tests/test_sample_nan.c: healthy logits still sample correctly; NaN/+Inf injected at lo[0], the middle, and the last position all pick the finite argmax; an all-non-finite vocab leaves no NaN in the buffer and doesn't crash. Co-Authored-By: Claude Opus 4.8 --- c/Makefile | 5 +++- c/glm.c | 23 +++++++++++++-- c/tests/test_sample_nan.c | 62 +++++++++++++++++++++++++++++++++++++++ 3 files changed, 87 insertions(+), 3 deletions(-) create mode 100644 c/tests/test_sample_nan.c diff --git a/c/Makefile b/c/Makefile index feb3045..7210cbb 100644 --- a/c/Makefile +++ b/c/Makefile @@ -166,7 +166,7 @@ else PYTHON ?= python3 endif CUDA_OBJ = -TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_st_pread$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_topp$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) tests/test_dsa_select$(EXE) +TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_st_pread$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_schema_gbnf$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE) tests/test_i4_grouped$(EXE) tests/test_stops$(EXE) tests/test_topp$(EXE) tests/test_sample_nan$(EXE) tests/test_kv_alloc$(EXE) tests/test_i4_acc512$(EXE) tests/test_compat_direct$(EXE) tests/test_dsa_select$(EXE) ifneq (,$(LINUX)) TEST_BINS += tests/test_uring$(EXE) endif @@ -328,6 +328,9 @@ tests/test_topp$(EXE): tests/test_topp.c glm.c st.h uring.h json.h tok.h tok_uni tests/bench_topp$(EXE): tests/bench_topp.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) +tests/test_sample_nan$(EXE): tests/test_sample_nan.c glm.c st.h uring.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h + $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) + tests/test_kv_alloc$(EXE): tests/test_kv_alloc.c glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h $(CC) $(CFLAGS) $< -o $@ $(LDFLAGS) diff --git a/c/glm.c b/c/glm.c index bf8acb1..2ee12ed 100644 --- a/c/glm.c +++ b/c/glm.c @@ -4296,9 +4296,28 @@ static void topp_siftdown(int *h, int n, int i){ * la coda troncata va AZZERATA in g_pbuf (dist_sample la legge direttamente per id). */ static void dist_build(const float *lo, int V){ if(!g_pbuf){ g_pbuf=falloc(V); g_pidx=malloc(V*sizeof(int)); } - float mx=lo[0]; for(int i=1;imx) mx=lo[i]; + /* Un solo logit NaN/+Inf avvelenava tutto (#369): +Inf diventava mx, NaN/Inf-mx + * -> expf NaN -> s NaN -> ogni prob NaN -> dist_sample cade sul fallback + * `g_pbuf[i]>0` (NaN>0 e' falso ovunque) e ritorna 0 PER SEMPRE, in silenzio. + * Difesa: mx solo sui finiti; un logit non finito contribuisce prob 0; + * se la distribuzione degenera (tutti non finiti / somma non valida) si + * ripiega sull'argmax dei finiti e si avvisa UNA volta, mai in silenzio. */ + int mxi=-1; float mx=0; + for(int i=0;imx)){ mx=lo[i]; mxi=i; } double s=0; float invt=1.f/(g_temp>1e-4f?g_temp:1e-4f); - for(int i=0;i=0){ + for(int i=0;i=0)?mxi:0; /* mxi = argmax dei logit FINITI (robusto + * anche se lo[0] e' NaN, dove argmax_v fallirebbe) */ + for(int i=0;i0 && g_nuc<1.f){ for(int i=0;i0` e' falso su NaN ovunque). + * Ora la distribuzione degenere ripiega sull'argmax dei logit FINITI e avvisa una volta. + * + * Il test verifica: (a) con logit sani il campionamento resta corretto; (b) con NaN/+Inf + * iniettato il token scelto e' l'argmax dei FINITI (mai 0 per default), su ogni posizione + * del NaN inclusa lo[0]; (c) nessun NaN sopravvive in g_pbuf. */ +#define main coli_glm_main_unused +#include "../glm.c" +#undef main +#include + +static uint32_t rs=0x1234abcd; static uint32_t xr(){rs^=rs<<13;rs^=rs>>17;rs^=rs<<5;return rs;} + +static int pbuf_has_nan(int V){ for(int i=0;i 0 e nessun NaN nel buffer */ + for(int i=0;ipv){pv=g_pbuf[i];picked=i;} + if(b<2 && picked!=amax){ /* NaN e +Inf: delta esatto su amax */ + printf(" FAIL: %s @ %d -> picked %d, atteso argmax finito %d\n",bn[b],at,picked,amax); fail=1; + } + } + } + if(!fail) printf(" NaN/+Inf iniettato: argmax dei finiti vince, mai 0/NaN ok\n"); + + /* (c) caso estremo: TUTTI non finiti -> non deve crashare, buffer valido */ + for(int i=0;i Date: Sat, 18 Jul 2026 01:15:48 +0200 Subject: [PATCH 54/70] docs: collapse WINDOWS.md/windows.md case collision into one file (#371) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit docs/WINDOWS.md (the #329 install walkthrough) and docs/windows.md (the concise reference from the README restructure) differ only in case. On case-insensitive filesystems — every default Windows and macOS checkout — the two paths collide: the working tree can never be clean, and `git rebase`/`git status` refuse to run. @KingIcyCreamProjects reported it. Everything links to the lowercase docs/windows.md (README.md, README.zh-TW.md, docs/cuda.md), so that is the canonical name. This keeps it and folds in both contents: the step-by-step walkthrough (download-first, Smart App Control, CUDA DLL, first run, reference numbers, failure index) followed by the build-flags reference (AVX-VNNI, warmup). docs/WINDOWS.md is removed. No links change. Co-Authored-By: Claude Opus 4.8 --- docs/WINDOWS.md | 100 ----------------------------------------- docs/windows.md | 116 +++++++++++++++++++++++++++++++++++++++++------- 2 files changed, 99 insertions(+), 117 deletions(-) delete mode 100644 docs/WINDOWS.md diff --git a/docs/WINDOWS.md b/docs/WINDOWS.md deleted file mode 100644 index 52d83cd..0000000 --- a/docs/WINDOWS.md +++ /dev/null @@ -1,100 +0,0 @@ -# Windows 11 native install — a complete walkthrough (no WSL) - -A start-to-finish, reproducible path from a fresh Windows 11 machine to GLM-5.2 generating tokens, with the GPU tier. Every step and every failure mode below was hit and verified on real hardware: Core Ultra 9 285K (AVX-VNNI) / RTX 5080 (sm_120) / 128 GB RAM / Windows 11 24H2 (issue #306). Steps are ordered so the long downloads run while you build. - -## 0. What you need - -| Piece | Why | Get it | -|---|---|---| -| git, Python 3 | clone + `coli` launcher | winget / python.org | -| MinGW-w64 gcc + make | builds the engine (MSVC can't) | `scoop install mingw-winlibs`, MSYS2, or portable **w64devkit** (no admin, unzip and go) | -| CUDA Toolkit ≥ 12.8 | GPU tier; ≥12.8 required for Blackwell/sm_120 | `winget install Nvidia.CUDA` | -| MSVC Build Tools (C++ workload) | nvcc's host compiler for the CUDA DLL | `winget install Microsoft.VisualStudio.2022.BuildTools` + "Desktop development with C++" | -| ~400 GB free on a local NVMe | the int4 model (~370–384 GB) | NTFS is fine; **never** a network mount | - -RAM: 16 GB minimum, more = bigger expert cache = faster. The build itself needs none of the CUDA/MSVC pieces — do the CPU build first, add the GPU tier later. - -## 1. Start the model download first (it's the long pole) - -```powershell -python -m pip install -U "huggingface_hub[hf_transfer]" -$env:HF_HUB_ENABLE_HF_TRANSFER = "1" -hf download --local-dir D:\glm52_i4 -``` - -Use the container recommended in the README (with **int8 MTP heads** — int4 heads silently give 0% draft acceptance). The download is resumable: if it stops, rerun the same command. Expect hours; everything below fits inside them. - -## 2. Build the engine (CPU) - -From a normal PowerShell, in the repo's `c\` directory: - -```powershell -make glm.exe ARCH=native # ARCH=native unlocks AVX-VNNI on Alder Lake+/Arrow Lake -make iobench.exe # disk benchmark, useful before committing to the download -``` - -Warnings about `#pragma comment` and unused variables are normal (MSVC-isms gcc ignores). The engine banner should print `idot: avx-vnni` on VNNI-capable CPUs — if it says avx2, you built without `ARCH=native`. - -### ⚠️ Smart App Control will block your fresh binary - -On Windows 11 machines with **Smart App Control** enforced (`VerifiedAndReputablePolicyState = 1`), running your self-compiled `glm.exe` fails with: - -``` -Program 'glm.exe' failed to run: An Application Control policy has blocked this file -``` - -This is not Defender and not Mark-of-the-Web — SAC blocks *all* unsigned, unknown binaries, which includes anything you compile yourself. **Fix:** Windows Security → App & browser control → Smart App Control settings → **Off**, then **reboot** (the policy only reloads on restart). Note SAC is one-way: re-enabling later requires resetting Windows. If the settings page is missing, the registry equivalent is setting `HKLM:\SYSTEM\CurrentControlSet\Control\CI\Policy\VerifiedAndReputablePolicyState` to `0` (admin PowerShell), then rebooting. Check your current state before touching anything: - -```powershell -(Get-ItemProperty "HKLM:\SYSTEM\CurrentControlSet\Control\CI\Policy").VerifiedAndReputablePolicyState -# 0 = off, 1 = enforced, 2 = evaluation -``` - -## 3. Build the CUDA DLL (GPU tier) - -nvcc needs MSVC as host compiler, so this one step must run from a shell with the MSVC environment: open **"x64 Native Tools Command Prompt for VS 2022"** from the Start menu (plain PowerShell will fail the `cl` check). Then: - -```cmd -make cuda-dll CUDA_ARCH=sm_120 # match your GPU: sm_120 Blackwell, sm_89 Ada, ... -make glm.exe CUDA_DLL=1 ARCH=native # relink host with the runtime loader -``` - -Two pitfalls, both fixed on current `dev` (#314) but worth knowing on older checkouts: - -- **Spaces in `CUDA_HOME`** (`C:\Program Files\...`) used to break the recipe → fixed; nvcc now comes from PATH and `"$(NVCC)"` is quoted. -- **`make glm.exe CUDA_DLL=1` after a CPU-only build** used to report `up to date` and silently keep the CPU-only binary (GPU tier never engages, no error). Current `dev` has a build-config stamp that forces the relink. On older trees: delete `glm.exe` first. - -Sanity check: first GPU run should print `[CUDA] device 0: , ... sm_XX` and `[CUDA] mode: routed experts + resident dense tensors`. - -## 4. First run - -```powershell -cd \c -$env:OMP_NUM_THREADS = "" -python coli run "Explain what a mixture-of-experts model is." --model D:\glm52_i4 --ngen 48 -``` - -The first run is cold — expect the profile to be dominated by `expert-disk` while the cache warms; hit rate climbs run over run. GPU tier on top: - -```powershell -$env:COLI_CUDA="1"; $env:COLI_GPU="0"; $env:CUDA_DENSE="1"; $env:CUDA_EXPERT_GB="4" -python coli run "..." --model D:\glm52_i4 --ngen 64 -``` - -Size `CUDA_EXPERT_GB` so dense (~10 GB) + experts + working set stays under your VRAM. Note MTP speculation is off by default under CUDA (#293, float-accumulation divergence between draft and verify) — `COLI_CUDA_MTP=1` opts back in. - -## 5. Reference numbers from this walkthrough's hardware - -285K / RTX 5080 / 128 GB / NVMe at 5.85 GB/s random-read (19 MB blocks, `iobench`): 0.26 tok/s cold CPU → 0.30 warm CPU (MTP 2.2–2.3 tok/forward) → 0.42 tok/s GPU tier + auto-pin, expert hit 66%, ~65% of wall time in expert-disk. Disk-bound is the expected shape at ~25% expert residency — a faster disk and more RAM move the floor, the GPU moves the compute. - -## Quick failure index - -| Symptom | Cause | Fix | -|---|---|---| -| `An Application Control policy has blocked this file` | Smart App Control | §2 — turn SAC off + **reboot** | -| `cuda-dll ... Error 1` immediately | old tree: spaced CUDA_HOME / MSVC rejects `-Wextra` | update to current `dev` (#314) | -| `glm.exe is up to date` but GPU never engages | old tree: stale CPU-only binary | update to `dev`, or delete `glm.exe` and rebuild | -| `cl.exe (MSVC) not in PATH` | built from plain PowerShell | use the x64 Native Tools prompt | -| `nvcc fatal: unsupported gpu architecture 'sm_120'` | CUDA < 12.8 | install CUDA 12.8+ | -| MTP `0% (0/0)` on CPU path | int4 MTP heads in the container | use the int8-MTP container | -| MTP `draft=0` under CUDA | intended default since #293 | `COLI_CUDA_MTP=1` to opt in | diff --git a/docs/windows.md b/docs/windows.md index 94a4f69..ecb81e7 100644 --- a/docs/windows.md +++ b/docs/windows.md @@ -1,25 +1,107 @@ -# Windows 11 (native, no WSL) +# Windows 11 native install — a complete walkthrough (no WSL) -colibrì builds and runs natively on Windows 11 x86-64 with MinGW-w64. The port -adds a `_WIN32` compatibility layer in `c/compat.h` that maps POSIX I/O to the -Windows API (pread → ReadFile+OVERLAPPED, posix_fadvise no-op, aligned -allocation, MoveFileEx rename, GlobalMemoryStatusEx RAM detection). All platform -differences stay in `compat.h`; the engine source is unchanged. +A start-to-finish, reproducible path from a fresh Windows 11 machine to GLM-5.2 generating tokens, with the GPU tier. Every step and every failure mode below was hit and verified on real hardware: Core Ultra 9 285K (AVX-VNNI) / RTX 5080 (sm_120) / 128 GB RAM / Windows 11 24H2 (issue #306). Steps are ordered so the long downloads run while you build. -**Toolchain:** GCC via [winlibs](https://winlibs.com/) or MSYS2 MinGW-w64. -Tested with GCC 16.1.0 (x86_64-ucrt-posix-seh). +## 0. What you need + +| Piece | Why | Get it | +|---|---|---| +| git, Python 3 | clone + `coli` launcher | winget / python.org | +| MinGW-w64 gcc + make | builds the engine (MSVC can't) | `scoop install mingw-winlibs`, MSYS2, or portable **w64devkit** (no admin, unzip and go) | +| CUDA Toolkit ≥ 12.8 | GPU tier; ≥12.8 required for Blackwell/sm_120 | `winget install Nvidia.CUDA` | +| MSVC Build Tools (C++ workload) | nvcc's host compiler for the CUDA DLL | `winget install Microsoft.VisualStudio.2022.BuildTools` + "Desktop development with C++" | +| ~400 GB free on a local NVMe | the int4 model (~370–384 GB) | NTFS is fine; **never** a network mount | + +RAM: 16 GB minimum, more = bigger expert cache = faster. The build itself needs none of the CUDA/MSVC pieces — do the CPU build first, add the GPU tier later. + +## 1. Start the model download first (it's the long pole) ```powershell -# One-time toolchain install (pick one): -scoop install mingw-winlibs # portable, no shell needed -# or: pacman -S mingw-w64-x86_64-gcc make # via MSYS2 +python -m pip install -U "huggingface_hub[hf_transfer]" +$env:HF_HUB_ENABLE_HF_TRANSFER = "1" +hf download --local-dir D:\glm52_i4 +``` -# Build (from c/ directory): -make glm.exe # GLM-5.2 engine (static, no DLL dependencies) -make olmoe.exe # OLMoE engine (same shims) -make iobench.exe # disk I/O benchmark -make test-c # run C tests -make test-python # run Python tests (requires python) +Use the container recommended in the README (with **int8 MTP heads** — int4 heads silently give 0% draft acceptance). The download is resumable: if it stops, rerun the same command. Expect hours; everything below fits inside them. + +## 2. Build the engine (CPU) + +From a normal PowerShell, in the repo's `c\` directory: + +```powershell +make glm.exe ARCH=native # ARCH=native unlocks AVX-VNNI on Alder Lake+/Arrow Lake +make iobench.exe # disk benchmark, useful before committing to the download +``` + +Warnings about `#pragma comment` and unused variables are normal (MSVC-isms gcc ignores). The engine banner should print `idot: avx-vnni` on VNNI-capable CPUs — if it says avx2, you built without `ARCH=native`. + +### ⚠️ Smart App Control will block your fresh binary + +On Windows 11 machines with **Smart App Control** enforced (`VerifiedAndReputablePolicyState = 1`), running your self-compiled `glm.exe` fails with: + +``` +Program 'glm.exe' failed to run: An Application Control policy has blocked this file +``` + +This is not Defender and not Mark-of-the-Web — SAC blocks *all* unsigned, unknown binaries, which includes anything you compile yourself. **Fix:** Windows Security → App & browser control → Smart App Control settings → **Off**, then **reboot** (the policy only reloads on restart). Note SAC is one-way: re-enabling later requires resetting Windows. If the settings page is missing, the registry equivalent is setting `HKLM:\SYSTEM\CurrentControlSet\Control\CI\Policy\VerifiedAndReputablePolicyState` to `0` (admin PowerShell), then rebooting. Check your current state before touching anything: + +```powershell +(Get-ItemProperty "HKLM:\SYSTEM\CurrentControlSet\Control\CI\Policy").VerifiedAndReputablePolicyState +# 0 = off, 1 = enforced, 2 = evaluation +``` + +## 3. Build the CUDA DLL (GPU tier) + +nvcc needs MSVC as host compiler, so this one step must run from a shell with the MSVC environment: open **"x64 Native Tools Command Prompt for VS 2022"** from the Start menu (plain PowerShell will fail the `cl` check). Then: + +```cmd +make cuda-dll CUDA_ARCH=sm_120 # match your GPU: sm_120 Blackwell, sm_89 Ada, ... +make glm.exe CUDA_DLL=1 ARCH=native # relink host with the runtime loader +``` + +Two pitfalls, both fixed on current `dev` (#314) but worth knowing on older checkouts: + +- **Spaces in `CUDA_HOME`** (`C:\Program Files\...`) used to break the recipe → fixed; nvcc now comes from PATH and `"$(NVCC)"` is quoted. +- **`make glm.exe CUDA_DLL=1` after a CPU-only build** used to report `up to date` and silently keep the CPU-only binary (GPU tier never engages, no error). Current `dev` has a build-config stamp that forces the relink. On older trees: delete `glm.exe` first. + +Sanity check: first GPU run should print `[CUDA] device 0: , ... sm_XX` and `[CUDA] mode: routed experts + resident dense tensors`. + +## 4. First run + +```powershell +cd \c +$env:OMP_NUM_THREADS = "" +python coli run "Explain what a mixture-of-experts model is." --model D:\glm52_i4 --ngen 48 +``` + +The first run is cold — expect the profile to be dominated by `expert-disk` while the cache warms; hit rate climbs run over run. GPU tier on top: + +```powershell +$env:COLI_CUDA="1"; $env:COLI_GPU="0"; $env:CUDA_DENSE="1"; $env:CUDA_EXPERT_GB="4" +python coli run "..." --model D:\glm52_i4 --ngen 64 +``` + +Size `CUDA_EXPERT_GB` so dense (~10 GB) + experts + working set stays under your VRAM. Note MTP speculation is off by default under CUDA (#293, float-accumulation divergence between draft and verify) — `COLI_CUDA_MTP=1` opts back in. + +## 5. Reference numbers from this walkthrough's hardware + +285K / RTX 5080 / 128 GB / NVMe at 5.85 GB/s random-read (19 MB blocks, `iobench`): 0.26 tok/s cold CPU → 0.30 warm CPU (MTP 2.2–2.3 tok/forward) → 0.42 tok/s GPU tier + auto-pin, expert hit 66%, ~65% of wall time in expert-disk. Disk-bound is the expected shape at ~25% expert residency — a faster disk and more RAM move the floor, the GPU moves the compute. + +## Quick failure index + +| Symptom | Cause | Fix | +|---|---|---| +| `An Application Control policy has blocked this file` | Smart App Control | §2 — turn SAC off + **reboot** | +| `cuda-dll ... Error 1` immediately | old tree: spaced CUDA_HOME / MSVC rejects `-Wextra` | update to current `dev` (#314) | +| `glm.exe is up to date` but GPU never engages | old tree: stale CPU-only binary | update to `dev`, or delete `glm.exe` and rebuild | +| `cl.exe (MSVC) not in PATH` | built from plain PowerShell | use the x64 Native Tools prompt | +| `nvcc fatal: unsupported gpu architecture 'sm_120'` | CUDA < 12.8 | install CUDA 12.8+ | +| MTP `0% (0/0)` on CPU path | int4 MTP heads in the container | use the int8-MTP container | +| MTP `draft=0` under CUDA | intended default since #293 | `COLI_CUDA_MTP=1` to opt in | + +--- + +## Reference: build flags & warmup # AVX-VNNI: Intel Alder Lake+ (and Meteor Lake+) CPUs have a 128-bit int8 # dot-product instruction (VPDPBUSD) the engine can use for ~1.3x faster From db09466d3dc95015c77c8953d083d8d568f0657d Mon Sep 17 00:00:00 2001 From: JustVugg Date: Sat, 18 Jul 2026 01:24:43 +0200 Subject: [PATCH 55/70] convert(fp8->int4): --mtp/--indexer respected on the --indir path, no more container overwrite (#355) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The local (`--indir`) branch of main() ignored --mtp and --indexer entirely: it always called convert_shard() without keep_mtp/keep_idx and always wrote `out-NNNNN.safetensors`. So the documented two-pass workflow — convert the main model into an outdir, then run `--mtp` into the SAME outdir for the head — did the opposite on the local path: with --mtp defaulting ebits to 8 and keep_mtp staying False, it silently re-converted the whole model to per-row int8 and overwrote the finished fmt=4 container shard by shard, printing nothing wrong. @mohamedmastouri2000-boop lost 137 of 141 freshly-converted g64 shards to this while building the public container for #298/#326. The --indir branch now mirrors the download path: keep_mtp=a.mtp / keep_idx=a.indexer passed through, output named out-mtp-/out-idx-/out- by mode, empty shards skipped (an MTP pass emits only shards containing layer n_layers), and config/tokenizer copied only on the main pass (the head/idx passes land in an already-complete outdir). Verified with a synthetic 2-layer + MTP-shard model: after the main pass, a second --mtp pass into the same outdir leaves out-00000's md5 BYTE-IDENTICAL and writes out-mtp-00000 alongside it. The bug would have changed that md5. Reported-by: mohamedmastouri2000-boop <#355> Co-Authored-By: Claude Opus 4.8 --- c/tools/convert_fp8_to_int4.py | 32 +++++++++++++++++++++++++------- 1 file changed, 25 insertions(+), 7 deletions(-) diff --git a/c/tools/convert_fp8_to_int4.py b/c/tools/convert_fp8_to_int4.py index 382125e..fb2fb73 100644 --- a/c/tools/convert_fp8_to_int4.py +++ b/c/tools/convert_fp8_to_int4.py @@ -379,14 +379,32 @@ def main(): if a.indir: # conversione locale (test) shards = sorted(glob.glob(os.path.join(a.indir, "*.safetensors"))) from safetensors.numpy import save_file + # BUG #355: questo ramo ignorava --mtp/--indexer. Con --mtp scriveva + # out-NNNNN (gli STESSI nomi di una conversione normale) in ebits=8 e + # keep_mtp=False -> il "secondo passaggio MTP" nella stessa outdir + # SOVRASCRIVEVA il container gia' finito con una riconversione int8 + # completa, in silenzio (137/141 shard distrutti prima di accorgersene). + # Ora il ramo locale rispecchia il download path: prefisso corretto, + # flag passate, shard vuoti saltati. + prefix = "out-mtp-" if a.mtp else "out-idx-" if a.indexer else "out-" + n = 0 for i, sp in enumerate(shards): - out = {}; convert_shard(sp, out, a.n_layers, a.ebits, a.io_bits, a.xbits, group_size=a.group_size, bits_map=bits_map) - save_file(out, os.path.join(a.outdir, f"out-{i:05d}.safetensors")) - # copia config + tokenizer - for fn in ["config.json"]: - src = os.path.join(a.indir, fn) - if os.path.exists(src): shutil.copy(src, a.outdir) - print(f"converted {len(shards)} shards -> {a.outdir}") + out = {} + convert_shard(sp, out, a.n_layers, a.ebits, a.io_bits, a.xbits, + keep_mtp=a.mtp, keep_idx=a.indexer, + group_size=a.group_size, bits_map=bits_map) + if not out: # shard senza MTP/idx: niente file (come il download path) + continue + save_file(out, os.path.join(a.outdir, f"{prefix}{n:05d}.safetensors")) + n += 1 + # config/tokenizer solo per la conversione principale — i passaggi mtp/idx + # vanno nella stessa outdir di un container gia' completo di metadati. + if not a.mtp and not a.indexer: + for fn in ["config.json"]: + src = os.path.join(a.indir, fn) + if os.path.exists(src): shutil.copy(src, a.outdir) + tag = "MTP" if a.mtp else "indexer" if a.indexer else "main" + print(f"converted {n} {tag} shard(s) -> {a.outdir} ({prefix}NNNNN)") return # reale: scarica shard per shard, converte, cancella From 679c0742b2ec09a85d9987f85230125658e86d80 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Sat, 18 Jul 2026 01:43:50 +0200 Subject: [PATCH 56/70] telemetry: split expert hits into pin-tier vs LRU ecache (#336) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The expert lookup counted a hit identically whether the pinned hot-store or the LRU ecache served it — both Phase C branches bumped the single `m->hits`. With a warm pin profile the pin tier absorbs most hot experts, so the ecache could be serving anywhere from ~0% to most hits and the logs couldn't tell which. That made every cache-policy question unanswerable, including #223's "at what cap does the eviction policy start to win?" (a flat A/B can mean "pin absorbed everything" or "genuine floor" and the lumped counter can't distinguish them). Two counters `hit_pin`/`hit_ecache` bumped at the two lookup branches (the existing `m->hits++` stays, so all existing math is unchanged), snapshotted in ProfBase and reset alongside `hits`. Surfaced in the human-readable summaries: decode: expert hit rate 31.3% (pin 22.1% + lru 9.2%) [PROF]: hit 31.3% (X pin + Y lru / Z load) tiny: hit rate 88.1% (0 pin + 74 lru / 10 miss) The serve-mux STAT protocol line is untouched (openai_server.py parses it positionally). Invariant hit_pin + hit_ecache == hits holds by construction — exactly two sites bump hits and each also bumps one split counter, nothing else mutates hits. Verified numerically on the tiny oracle: 0 pin + 74 lru = 74 hits, 88.1%. Zero cost: two increments on paths that already increment. Reported-by: KingIcyCreamProjects <#336> Co-Authored-By: Claude Opus 4.8 --- c/glm.c | 26 ++++++++++++++++---------- 1 file changed, 16 insertions(+), 10 deletions(-) diff --git a/c/glm.c b/c/glm.c index 2ee12ed..1446606 100644 --- a/c/glm.c +++ b/c/glm.c @@ -196,6 +196,7 @@ typedef struct { uint64_t mtp_prop, mtp_acc; /* statistica acceptance */ int **eroute; int *enr; /* metodo C: routing dell'ULTIMO token per layer */ uint64_t eclock, hits, miss, ereq; + uint64_t hit_pin, hit_ecache; /* split di hits per tier (#336): pin vs LRU ecache */ uint64_t gpu_expert_calls; int gpu_expert_count; int64_t gpu_expert_bytes; uint64_t n_fw, n_emit; /* metodo E: forward di decode / token emessi */ uint64_t route_slots, route_swaps; /* CACHE_ROUTE: slots chosen / substituted vs true top-K */ @@ -312,6 +313,7 @@ static void prof_lat(double s){ g_prof_lat[g_prof_nlat++ % PROF_LAT_CAP]=s; } typedef struct { double edisk,ewait,emm,ecpu,egpu,route,p2p,attn,head; int64_t io,cpu_bytes; uint64_t hits,miss,ereq,n_fw,n_emit,nlat,n_p2p,cpu_rows; + uint64_t hit_pin,hit_ecache; } ProfBase; static void prof_base(Model *m, ProfBase *b){ b->edisk=edisk_s(); b->ewait=m->t_ewait; b->emm=m->t_emm; @@ -319,6 +321,7 @@ static void prof_base(Model *m, ProfBase *b){ b->attn=m->t_attn; b->head=m->t_head; b->io=atomic_load_explicit(&g_prof_io,memory_order_relaxed); b->hits=m->hits; b->miss=m->miss; b->ereq=m->ereq; + b->hit_pin=m->hit_pin; b->hit_ecache=m->hit_ecache; b->n_fw=m->n_fw; b->n_emit=m->n_emit; b->nlat=g_prof_nlat; b->n_p2p=m->n_p2p; b->cpu_bytes=m->cpu_expert_bytes;b->cpu_rows=m->cpu_expert_rows; } @@ -3132,9 +3135,9 @@ static void moe(Model *m, Layer *l, int layer, float *x, int S, float *out, int ESlot *use[64]; int missk[64]; int qof[64]; int nmiss=0; for(int j=0;jpin[layer]; - for(int z=0;znpin[layer];z++) if(P[z].eid==eid){ m->hits++; use[j]=&P[z]; break; } + for(int z=0;znpin[layer];z++) if(P[z].eid==eid){ m->hits++; m->hit_pin++; use[j]=&P[z]; break; } if(!use[j]){ ESlot *Sl=m->ecache[layer]; int nn=m->ecn[layer]; - for(int z=0;zhits++; Sl[z].used=(uint64_t)__atomic_add_fetch(&m->eclock,1,__ATOMIC_RELAXED); use[j]=&Sl[z]; break; } } + for(int z=0;zhits++; m->hit_ecache++; Sl[z].used=(uint64_t)__atomic_add_fetch(&m->eclock,1,__ATOMIC_RELAXED); use[j]=&Sl[z]; break; } } if(!use[j]){ qof[j]=nmiss; use[j]=&m->ws[nmiss]; missk[nmiss++]=j; m->miss++; if(g_disk_split){ if(m->ld_ctx==1) m->miss_draft++; else if(m->ld_ctx==2) m->miss_absorb++; } } } @@ -4674,11 +4677,12 @@ static void prof_report(Model *m, const ProfBase *b, double elapsed, int tokens, for(int i=0;i<=c->n_layers;i++){ if(m->npin)pinned+=m->npin[i]; if(m->ecn)lru+=m->ecn[i]; } double io_w=m->t_ewait-b->ewait; /* stall the compute thread felt */ double io_svc=edisk_s()-b->edisk; /* read service on the loading threads (overlaps compute) */ + uint64_t dhp=m->hit_pin-b->hit_pin, dhe=m->hit_ecache-b->hit_ecache; /* split #336 */ fprintf(f,"[PROF] expert I/O: %.3f GB fetched (%.1f MB/token, %.2f GB/s over the run%s) | " - "hit %.1f%% (%llu hit / %llu load) | %.1f loads/token | %.1fs read service / %.1fs felt wait\n", + "hit %.1f%% (%llu pin + %llu lru / %llu load) | %.1f loads/token | %.1fs read service / %.1fs felt wait\n", io/1e9, tokens>0?io/1e6/tokens:0.0, io/1e9/elapsed, g_mmap?"; COLI_MMAP=1: page cache may serve part":"", - hitp,(unsigned long long)dh,(unsigned long long)dm, tokens>0?(double)dq/tokens:0.0, + hitp,(unsigned long long)dhp,(unsigned long long)dhe,(unsigned long long)dm, tokens>0?(double)dq/tokens:0.0, io_svc,io_w); fprintf(f,"[PROF] resident experts: %d pinned (%.1f GB) + %d in LRU (%.1f GB, cap %d/layer)\n", pinned,pinned*eb/1e9,lru,lru*eb/1e9,m->ecap); @@ -4724,7 +4728,7 @@ static void run_replay(Model *m, const int *full, int nfull, int np){ if(np<2||nfull<=np){ fprintf(stderr,"REPLAY requires a non-empty prompt and continuation\n"); return; } kv_alloc(m,nfull+2); float *logit=step(m,full,np-1,0); free(logit); - m->hits=m->miss=m->ereq=m->gpu_expert_calls=0; + m->hits=m->miss=m->ereq=m->gpu_expert_calls=0; m->hit_pin=m->hit_ecache=0; profile_reset(m); ProfBase pb; prof_base(m,&pb); double t0=now_s(); int steps=0; @@ -4774,7 +4778,7 @@ static void run_text(Model *m, const char *snap, const char *prompt, int ngen){ } prefill_t=now_s()-prefill_t; printf("PROFILO PREFILL (%.2fs):\n",prefill_t); profile_print(m,prefill_t); - m->hits=m->miss=m->ereq=m->gpu_expert_calls=0; + m->hits=m->miss=m->ereq=m->gpu_expert_calls=0; m->hit_pin=m->hit_ecache=0; m->n_emit=m->n_fw=0; g_last_repin=0; profile_reset(m); @@ -4787,8 +4791,9 @@ static void run_text(Model *m, const char *snap, const char *prompt, int ngen){ double tot=m->hits+m->miss; int nsp=0; for(int i=0;in_layers;i++) if(m->L[i].sparse) nsp++; printf("\n---\nprefill %d tokens in %.2fs | decode %d tokens in %.2fs (%.2f tok/s) | " - "expert hit rate %.1f%% | RSS %.2f GB", - np,prefill_t,produced,dt,produced/dt,tot?100.0*m->hits/tot:0.0,rss_gb()); + "expert hit rate %.1f%% (pin %.1f%% + lru %.1f%%) | RSS %.2f GB", /* split #336: quale tier serve gli hit */ + np,prefill_t,produced,dt,produced/dt,tot?100.0*m->hits/tot:0.0, + tot?100.0*m->hit_pin/tot:0.0, tot?100.0*m->hit_ecache/tot:0.0, rss_gb()); if(g_cache_route && m->route_slots) printf(" | swap %.1f%% (%llu/%llu)", 100.0*m->route_swaps/m->route_slots, @@ -6535,8 +6540,9 @@ int main(int argc, char **argv){ double tot=m.hits+m.miss; printf("N-gram speculation (DRAFT=%d): %.2f tokens/forward (%llu forwards per %llu tokens)\n", g_draft, m.n_fw?(double)m.n_emit/m.n_fw:1.0, (unsigned long long)m.n_fw, (unsigned long long)m.n_emit); - printf("Expert cache hit rate: %.1f%% (hit=%llu miss=%llu) | RSS: %.2f GB | %.1f tok/s\n", - tot?100.0*m.hits/tot:0.0, (unsigned long long)m.hits, (unsigned long long)m.miss, rss_gb(), n_new/dt); + printf("Expert cache hit rate: %.1f%% (%llu pin + %llu lru / %llu miss) | RSS: %.2f GB | %.1f tok/s\n", + tot?100.0*m.hits/tot:0.0, (unsigned long long)m.hit_pin, (unsigned long long)m.hit_ecache, + (unsigned long long)m.miss, rss_gb(), n_new/dt); profile_print(&m,dt); if(g_prof) prof_report(&m,&pb,dt,n_new,stdout); #ifdef COLI_CUDA From b09273f73d33bc2b18ac1c7a8328a2ad69451ea7 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Sat, 18 Jul 2026 01:57:17 +0200 Subject: [PATCH 57/70] serve: MTP status message tells the truth in multiplexed mode (#358) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit `coli serve` runs the engine with SERVE_BATCH=1 (openai_server.py), which selects run_serve_mux, which sets g_draft=0 — speculation isn't ragged-safe across the multi-slot batch. But the "[MTP] active: native speculative decoding (draft=N)" line is printed in main() BEFORE the serve path is chosen, so `coli serve DRAFT=8` announced draft=8 and then silently disabled it. @LordMZTE reported the misleading message. The load line and the [MTP] stderr line now detect the mux case (SERVE + SERVE_BATCH) and report it truthfully: "MTP DISABLED (multiplexed serve)" with draft=0, plus a one-line explanation that single-client interactive use (`coli chat`, which spawns run_serve without SERVE_BATCH) keeps MTP. No more draft=8 claim on a path that runs draft=0. This is the honesty half of #358. The feature half — MTP inside the HTTP server for a single client — is a real enhancement but needs engine work: the mux decode kernel would have to run the speculative path when exactly one KV slot is active (S=1 is not actually ragged), and it needs a server round-trip test. Tracked separately; the message no longer lies in the meantime. Reported-by: LordMZTE <#358> Co-Authored-By: Claude Opus 4.8 --- c/glm.c | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/c/glm.c b/c/glm.c index 1446606..4c4feef 100644 --- a/c/glm.c +++ b/c/glm.c @@ -6386,11 +6386,22 @@ int main(int argc, char **argv){ #endif } if(getenv("DSA_TOPK")) m.c.index_topk=atoi(getenv("DSA_TOPK")); /* override per test */ + /* Il path MUX (SERVE_BATCH=1, cioe' `coli serve`) forza g_draft=0 sotto — + * la speculazione non e' ragged-safe nel batch multi-slot. Segnalarlo QUI, + * altrimenti "MTP active (draft=8)" mentirebbe: il messaggio e' stampato + * prima della scelta del path (run_serve_mux, sotto), e con DRAFT=8 diceva + * "active" per poi disabilitarlo in silenzio (#358, LordMZTE). */ + int mux_will_disable_mtp = getenv("SERVE") && getenv("SERVE_BATCH") && atoi(getenv("SERVE_BATCH")); + int eff_draft = mux_will_disable_mtp ? 0 : g_draft; printf("loaded in %.2fs | resident dense: %.2f MB | layers=%d experts=%d | MTP %s (draft=%d)\n", now_s()-t0, m.resident_bytes/(1024.0*1024.0), m.c.n_layers, m.c.n_experts, - m.has_mtp?"ACTIVE":"absent", g_draft); + m.has_mtp?(mux_will_disable_mtp?"DISABLED (multiplexed serve)":"ACTIVE"):"absent", eff_draft); /* anche su stderr: e' il canale che le UI (coli) mostrano all'utente */ - fprintf(stderr,"[MTP] %s (draft=%d)\n", m.has_mtp?"active: native speculative decoding":"absent", g_draft); + if(mux_will_disable_mtp && m.has_mtp) + fprintf(stderr,"[MTP] disabled in multiplexed serve (SERVE_BATCH=1): speculation is not " + "ragged-safe across KV slots. Single-client interactive use (`coli chat`) keeps MTP.\n"); + else + fprintf(stderr,"[MTP] %s (draft=%d)\n", m.has_mtp?"active: native speculative decoding":"absent", eff_draft); #ifdef __linux__ { /* Only warn for a GENUINE 9p mount (WSL Windows drives, magic 0x01021997), where * fadvise is a no-op. The old check was `snap` starting with "/mnt/", which From 8a1dccae3b1a4c82ea9173e3d1ea8c002f14e785 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Sat, 18 Jul 2026 02:33:23 +0200 Subject: [PATCH 58/70] docs(api): tell coding-CLI users about the prefill cost before they hit it (#373) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit yurivict connected crush per the walkthrough and got 'thought for 1h8m and did nothing' — which is not a hang: agent CLIs send a 10-20k-token system preamble, and prefill on the CPU-streaming path runs at a few tok/s (attention-bound, #153). An hour of silent prefill looks exactly like a dead server. The note now spells out the arithmetic, the curl smoke-test that separates slow-but-working from broken, and honest guidance on what agent workloads are (not) viable. Co-Authored-By: Claude Opus 4.8 --- docs/api.md | 21 ++++++++++++++++++--- 1 file changed, 18 insertions(+), 3 deletions(-) diff --git a/docs/api.md b/docs/api.md index cb29eb2..62010bd 100644 --- a/docs/api.md +++ b/docs/api.md @@ -106,9 +106,24 @@ KV configuration actually allows. URL to `http://localhost:8000/v1`, the model to `glm-5.2-colibri`, and any dummy key (`OPENAI_API_KEY` / `OPENAI_BASE_URL` for env-based tools). -> On the CPU-streaming path a large model decodes at roughly 1 tok/s, so -> interactive agent loops will feel slow — it connects and works, but the latency -> is very different from a hosted model. +> **Set your expectations before connecting an agentic CLI.** Two costs dominate, +> and the first one is invisible until you know it's there: +> +> 1. **Prefill.** Coding agents (crush, aider in repo-map mode, Cline, …) send a +> large system prompt plus tool definitions — often 10–20k tokens — *before +> your first word*. Prefill on the CPU-streaming path runs at a few tokens per +> second (it is attention-bound, see #153), so a 15k-token agent preamble is +> **an hour of silent "thinking" before the first output token**. The client +> looks hung; it isn't. Smoke-test with the tiny `curl` above first — if that +> answers in about a minute, the pipeline works and what you're paying for is +> prompt size. +> 2. **Decode.** Roughly 1 tok/s for a large model, so multi-turn agent loops +> (which re-pay the growing context every turn) compound the cost. +> +> Practical guidance: single surgical asks with a short context work; iterative +> agent sessions against a disk-streaming 744B model do not resemble a hosted +> API and mostly won't be worth the wait. If your client lets you trim or disable +> its system preamble and tool catalog, do it. ## Isolated KV contexts From f8e4dc95b5add6cd55105b25731293d2c17fae44 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Sat, 18 Jul 2026 12:28:27 +0200 Subject: [PATCH 59/70] serve: honor --ngen when the client omits max_tokens; convert: print the resolved plan (#382, #383) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two operator-surprise fixes: openai_server.py (#382, LordMZTE): a request without max_tokens defaulted to min(256, limit) — so `coli serve --ngen 32768` still cut every answer at 256 tokens for clients that omit the field. The operator's configured budget IS the default now; generation still ends at EOS, so it's a cap, not a target. convert_fp8_to_int4.py (#383, bokiko): the resolved conversion plan (mode, source, ebits/io/x bits, grouped-vs-per-row) prints as a [PLAN] line before any work. The two traps in #383 — --mtp defaulting ebits to 8 with the grouped branch silently gated off, and --mtp appearing to ignore --indir — are already defused by the #355 fix (the --mtp pass emits ONLY head tensors on the local path), but a 3.5-hour job must show its plan at second 1, not in a post-hoc size sanity check. bokiko's exact invocation now prints: [PLAN] mode: MTP head only | source: local ./fp8 | experts 8-bit, ... | PER-ROW (grouped branch needs bits<=4; ebits=8 disables it) Co-Authored-By: Claude Opus 4.8 --- c/openai_server.py | 5 ++++- c/tools/convert_fp8_to_int4.py | 10 ++++++++++ 2 files changed, 14 insertions(+), 1 deletion(-) diff --git a/c/openai_server.py b/c/openai_server.py index d55fbc8..f56e20a 100644 --- a/c/openai_server.py +++ b/c/openai_server.py @@ -406,7 +406,10 @@ def generation_options(body, limit): maximum = body.get("max_tokens") maximum_param = "max_tokens" if maximum is None: - maximum = min(256, limit) + # Client omitted max_tokens: honor the operator's configured budget (--max-tokens / + # --ngen), not an arbitrary 256 — `coli serve --ngen 32768` must mean 32768 (#382). + # Generation still ends at EOS, so this is a cap, not a target. + maximum = limit temperature = body.get("temperature") top_p = body.get("top_p") temperature = 0.7 if temperature is None else temperature diff --git a/c/tools/convert_fp8_to_int4.py b/c/tools/convert_fp8_to_int4.py index fb2fb73..9cd6937 100644 --- a/c/tools/convert_fp8_to_int4.py +++ b/c/tools/convert_fp8_to_int4.py @@ -299,6 +299,16 @@ def main(): if bits_map: print(f"[MIXED] precision map: " + ", ".join(f"{k}={v}bit" for k,v in sorted(bits_map.items()))) + # Il PIANO risolto, PRIMA di toccare qualunque cosa (#383): --mtp/--indexer cambiano il + # default di ebits a 8 (testa int4 = acceptance ~0%, issue #8) e il ramo grouped e' + # gated su bits<=4 — combinazioni sorprendenti devono mostrarsi al secondo 1 di un job + # da ore, non nel size-check dopo. EN: print the RESOLVED plan before doing anything. + mode = "MTP head only" if a.mtp else "DSA indexer only" if a.indexer else "main model" + grp = f"grouped gs={a.group_size} (fmt=4)" if (a.group_size and a.ebits <= 4) else \ + (f"PER-ROW (grouped branch needs bits<=4; ebits={a.ebits} disables it)" if a.group_size else "per-row") + print(f"[PLAN] mode: {mode} | source: {'local ' + a.indir if a.indir else 'download ' + a.repo} | " + f"experts {a.ebits}-bit, embed/lm_head {a.io_bits}-bit, x {a.xbits}-bit | {grp}") + if a.selftest_nvfp4: import torch # 1) LUT e2m1: i 16 codici devono decodificare esattamente ai valori attesi. From 6d3a6168e40ef2d490f708e20baacd0908b67d92 Mon Sep 17 00:00:00 2001 From: ZacharyZcR Date: Sat, 18 Jul 2026 04:14:46 +0800 Subject: [PATCH 60/70] cuda: keep ragged KV resident across decode steps --- c/backend_cuda.cu | 127 ++++++++++++++++++++++++------- c/backend_cuda.h | 3 +- c/backend_loader.c | 8 +- c/glm.c | 17 +++-- c/tests/test_ragged_attention.cu | 10 ++- 5 files changed, 122 insertions(+), 43 deletions(-) diff --git a/c/backend_cuda.cu b/c/backend_cuda.cu index 188330d..413e53b 100644 --- a/c/backend_cuda.cu +++ b/c/backend_cuda.cu @@ -8,12 +8,21 @@ #include #include +struct RaggedKVEntry { + const void *key; + const float *host_l,*host_r; + float *latent,*rope; + int length,capacity,K,R; +}; + struct ColiCudaTensor { void *weights; float *scales; size_t weight_bytes; int fmt, I, O, device; int tracked; + RaggedKVEntry ragged[512]; + int ragged_count; }; typedef struct { @@ -23,7 +32,7 @@ typedef struct { size_t x_cap, y_cap, gate_cap, up_cap; uint8_t *qx; float *qscale; size_t qx_cap, qscale_cap; - float *host_x,*host_y; size_t host_x_cap,host_y_cap; + float *host_x,*host_y,*host_kv; size_t host_x_cap,host_y_cap,host_kv_cap; float *aq,*al,*ar,*ac; size_t aq_cap,al_cap,ar_cap,ac_cap; float *pipe_buf[24]; size_t pipe_cap[24]; /* scratch persistenti del resident pipeline */ cudaStream_t stream; @@ -338,17 +347,17 @@ __global__ static void attention_absorb_batch_kernel(float *ctx,const float *q, ctx[((size_t)s*H+h)*V+v]=a*(fmt?wscale[row]:1.f);} } -/* Independent KV sequence per row. latent/rope are packed as [S,T,*], while - * lengths selects the valid prefix for each row. */ +/* Independent device-resident KV sequence per row. lengths selects the valid + * prefix; latent/rope point at paged caches updated by the host wrapper. */ __global__ static void attention_absorb_ragged_kernel(float *ctx,const float *q, - const float *latent,const float *rope,const int *lengths, + const float *const *latent,const float *const *rope,const int *lengths, const void *weights,const float *wscale,int fmt,int S,int H,int Q,int R, int V,int K,int T,float scale){ int s=blockIdx.y,h=blockIdx.x,tid=threadIdx.x,nt=lengths[s],rbase=h*(Q+V); if(s>=S||nt<1||nt>T)return; extern __shared__ float sm[];float *qa=sm,*cl=qa+K,*scores=cl+K,*red=scores+T; const float *qs=q+((size_t)s*H+h)*(Q+R); - const float *ls=latent+(size_t)s*T*K,*rs=rope+(size_t)s*T*R; + const float *ls=latent[s],*rs=rope[s]; for(int k=tid;k= bytes) return 1; if (*ptr) cudaFree(*ptr); @@ -440,16 +458,17 @@ extern "C" void coli_cuda_shutdown(void) { for(int b=0;b<24;b++) if(ctx->pipe_buf[b]) cudaFree(ctx->pipe_buf[b]); if (ctx->host_x) cudaFreeHost(ctx->host_x); if (ctx->host_y) cudaFreeHost(ctx->host_y); + if (ctx->host_kv) cudaFreeHost(ctx->host_kv); if (ctx->stream) cudaStreamDestroy(ctx->stream); if (ctx->group_desc) cudaFree(ctx->group_desc); ctx->x = ctx->y = ctx->gate = ctx->up = nullptr; ctx->qx=nullptr; ctx->qscale=nullptr; ctx->aq=ctx->al=ctx->ar=ctx->ac=nullptr; - ctx->host_x=ctx->host_y=nullptr;ctx->stream=nullptr; + ctx->host_x=ctx->host_y=ctx->host_kv=nullptr;ctx->stream=nullptr; ctx->x_cap = ctx->y_cap = ctx->gate_cap = ctx->up_cap = 0; ctx->qx_cap=ctx->qscale_cap=0; ctx->aq_cap=ctx->al_cap=ctx->ar_cap=ctx->ac_cap=0; - ctx->host_x_cap=ctx->host_y_cap=0; + ctx->host_x_cap=ctx->host_y_cap=ctx->host_kv_cap=0; ctx->group_desc=nullptr; ctx->group_desc_cap=0; } g_nctx = 0; @@ -805,35 +824,81 @@ extern "C" int coli_cuda_attention_project_batch(ColiCudaTensor *w,ColiCudaTenso } extern "C" int coli_cuda_attention_project_ragged(ColiCudaTensor *w,ColiCudaTensor *proj, - float *out,const float *q,const float *const *latent,const float *const *rope, + float *out,const float *q,const void *const *keys, + const float *const *latent,const float *const *rope, const int *lengths,int S,int H,int Q,int R,int V,int K,int T,float scale){ - if(!w||!proj||!out||!q||!latent||!rope||!lengths||S<1||S>512||T<1||T>512|| + if(!w||!proj||!out||!q||!keys||!latent||!rope||!lengths||S<1||S>512||T<1||T>8192|| H<1||Q<1||R<1||V<1||K<1||K>512||w->I!=K||w->O!=H*(Q+V)|| proj->device!=w->device||proj->I!=H*V)return 0; - size_t ln=(size_t)S*T*K,rn=(size_t)S*T*R; - float *lh=(float*)std::calloc(ln,sizeof(float)),*rh=(float*)std::calloc(rn,sizeof(float)); - if(!lh||!rh){std::free(lh);std::free(rh);return 0;} - for(int s=0;sT){std::free(lh);std::free(rh);return 0;} - std::memcpy(lh+(size_t)s*T*K,latent[s],(size_t)lengths[s]*K*sizeof(float)); - std::memcpy(rh+(size_t)s*T*R,rope[s],(size_t)lengths[s]*R*sizeof(float)); - } DeviceContext *dc=find_ctx(w->device); - if(!select_ctx(dc)){std::free(lh);std::free(rh);return 0;} - size_t qb=(size_t)S*H*(Q+R)*sizeof(float),lb=ln*sizeof(float),rb=rn*sizeof(float); + if(!select_ctx(dc))return 0; + float **dl=(float**)std::malloc((size_t)S*sizeof(*dl)); + float **dr=(float**)std::malloc((size_t)S*sizeof(*dr)); + int *old=(int*)std::malloc((size_t)S*sizeof(*old)); + int *add=(int*)std::malloc((size_t)S*sizeof(*add)); + int *off=(int*)std::malloc((size_t)S*sizeof(*off));int packed_n=0; + if(!dl||!dr||!old||!add||!off){std::free(dl);std::free(dr);std::free(old);std::free(add);std::free(off);return 0;} + for(int s=0;sT){std::free(dl);std::free(dr);std::free(old);std::free(add);std::free(off);return 0;} + RaggedKVEntry *e=nullptr; + for(int i=0;iragged_count;i++)if(w->ragged[i].key==keys[s]){e=&w->ragged[i];break;} + if(!e){ + if(w->ragged_count>=512){std::free(dl);std::free(dr);std::free(old);std::free(add);std::free(off);return 0;} + e=&w->ragged[w->ragged_count++];std::memset(e,0,sizeof(*e));e->key=keys[s]; + } + if(e->K!=K||e->R!=R||e->host_l!=latent[s]||e->host_r!=rope[s]||lengths[s]length){ + if(e->latent)cudaFree(e->latent);if(e->rope)cudaFree(e->rope); + e->latent=e->rope=nullptr;e->length=e->capacity=0; + e->K=K;e->R=R;e->host_l=latent[s];e->host_r=rope[s]; + } + if(lengths[s]>e->capacity){ + int cap=(lengths[s]+63)&~63;float *nl=nullptr,*nr=nullptr; + if(!cuda_ok(cudaMalloc(&nl,(size_t)cap*K*sizeof(float)),"ragged KV latent page")|| + !cuda_ok(cudaMalloc(&nr,(size_t)cap*R*sizeof(float)),"ragged KV rope page")){ + if(nl)cudaFree(nl);if(nr)cudaFree(nr);std::free(dl);std::free(dr);std::free(old);std::free(add);std::free(off);return 0; + } + if(e->length){ + cudaMemcpyAsync(nl,e->latent,(size_t)e->length*K*sizeof(float),cudaMemcpyDeviceToDevice,dc->stream); + cudaMemcpyAsync(nr,e->rope,(size_t)e->length*R*sizeof(float),cudaMemcpyDeviceToDevice,dc->stream); + } + if(e->latent)cudaFree(e->latent);if(e->rope)cudaFree(e->rope); + e->latent=nl;e->rope=nr;e->capacity=cap; + } + dl[s]=e->latent;dr[s]=e->rope;old[s]=e->length;add[s]=lengths[s]-e->length; + off[s]=packed_n;packed_n+=add[s]*(K+R); + } + size_t qb=(size_t)S*H*(Q+R)*sizeof(float); size_t cb=(size_t)S*H*V*sizeof(float),ob=(size_t)S*proj->O*sizeof(float); - int ok=reserve(&dc->aq,&dc->aq_cap,qb)&&reserve(&dc->al,&dc->al_cap,lb)&& - reserve(&dc->ar,&dc->ar_cap,rb)&&reserve(&dc->ac,&dc->ac_cap,cb)&& - reserve(&dc->y,&dc->y_cap,ob)&& - reserve_bytes(&dc->group_desc,&dc->group_desc_cap,(size_t)S*sizeof(int)); + size_t pb=(size_t)packed_n*sizeof(float); + size_t desc=(size_t)S*(2*sizeof(float*)+4*sizeof(int)); + int ok=reserve(&dc->aq,&dc->aq_cap,qb)&&reserve(&dc->ac,&dc->ac_cap,cb)&& + reserve(&dc->y,&dc->y_cap,ob)&&reserve_bytes(&dc->group_desc,&dc->group_desc_cap,desc)&& + (!pb||(reserve(&dc->al,&dc->al_cap,pb)&&reserve_pinned(&dc->host_kv,&dc->host_kv_cap,pb))); + char *db=(char*)dc->group_desc;float **ddl=(float**)db,**ddr=ddl+S; + int *dn=(int*)(ddr+S),*dold=dn+S,*dadd=dold+S,*doff=dadd+S; + if(ok&&pb){ + for(int s=0;shost_kv+off[s]; + std::memcpy(p,latent[s]+(size_t)old[s]*K,(size_t)add[s]*K*sizeof(float)); + std::memcpy(p+(size_t)add[s]*K,rope[s]+(size_t)old[s]*R,(size_t)add[s]*R*sizeof(float)); + } + ok=cuda_ok(cudaMemcpyAsync(dc->al,dc->host_kv,pb,cudaMemcpyHostToDevice,dc->stream),"ragged KV append upload"); + } if(ok)ok=cuda_ok(cudaMemcpyAsync(dc->aq,q,qb,cudaMemcpyHostToDevice,dc->stream),"ragged q upload")&& - cuda_ok(cudaMemcpyAsync(dc->al,lh,lb,cudaMemcpyHostToDevice,dc->stream),"ragged latent upload")&& - cuda_ok(cudaMemcpyAsync(dc->ar,rh,rb,cudaMemcpyHostToDevice,dc->stream),"ragged rope upload")&& - cuda_ok(cudaMemcpyAsync(dc->group_desc,lengths,(size_t)S*sizeof(int),cudaMemcpyHostToDevice,dc->stream),"ragged lengths upload"); - std::free(lh);std::free(rh);if(!ok)return 0; + cuda_ok(cudaMemcpyAsync(ddl,dl,(size_t)S*sizeof(float*),cudaMemcpyHostToDevice,dc->stream),"ragged latent pointers")&& + cuda_ok(cudaMemcpyAsync(ddr,dr,(size_t)S*sizeof(float*),cudaMemcpyHostToDevice,dc->stream),"ragged rope pointers")&& + cuda_ok(cudaMemcpyAsync(dn,lengths,(size_t)S*sizeof(int),cudaMemcpyHostToDevice,dc->stream),"ragged lengths upload")&& + cuda_ok(cudaMemcpyAsync(dold,old,(size_t)S*sizeof(int),cudaMemcpyHostToDevice,dc->stream),"ragged old lengths")&& + cuda_ok(cudaMemcpyAsync(dadd,add,(size_t)S*sizeof(int),cudaMemcpyHostToDevice,dc->stream),"ragged append lengths")&& + cuda_ok(cudaMemcpyAsync(doff,off,(size_t)S*sizeof(int),cudaMemcpyHostToDevice,dc->stream),"ragged append offsets"); + if(ok&&pb)ragged_kv_append<<stream>>>(ddl,ddr,dc->al,dold,dadd,doff,K,R); + if(ok)for(int s=0;sragged_count;i++)if(w->ragged[i].key==keys[s]){w->ragged[i].length=lengths[s];break;} + } + std::free(dl);std::free(dr);std::free(old);std::free(add);std::free(off);if(!ok)return 0; size_t shared=(size_t)(2*K+T+256)*sizeof(float); - attention_absorb_ragged_kernel<<stream>>>(dc->ac,dc->aq,dc->al,dc->ar, - (const int*)dc->group_desc,w->weights,w->scales,w->fmt,S,H,Q,R,V,K,T,scale); + attention_absorb_ragged_kernel<<stream>>>(dc->ac,dc->aq,ddl,ddr, + dn,w->weights,w->scales,w->fmt,S,H,Q,R,V,K,T,scale); quant_matmul<<O,S),256,0,dc->stream>>>(dc->y,dc->ac,proj->weights, proj->scales,proj->fmt,S,proj->I,proj->O,row_bytes(proj->fmt,proj->I)); return cuda_ok(cudaGetLastError(),"ragged attention launch")&& @@ -852,6 +917,10 @@ extern "C" void coli_cuda_tensor_free(ColiCudaTensor *tensor) { } if (tensor->weights) cudaFree(tensor->weights); if (tensor->scales) cudaFree(tensor->scales); + for(int i=0;iragged_count;i++){ + if(tensor->ragged[i].latent)cudaFree(tensor->ragged[i].latent); + if(tensor->ragged[i].rope)cudaFree(tensor->ragged[i].rope); + } std::free(tensor); } diff --git a/c/backend_cuda.h b/c/backend_cuda.h index edddbfe..63c1f11 100644 --- a/c/backend_cuda.h +++ b/c/backend_cuda.h @@ -94,7 +94,8 @@ COLI_CUDA_DLLEXPORT int coli_cuda_attention_project_batch(ColiCudaTensor *kv_b,C int V,int K,int T,float attention_scale); COLI_CUDA_DLLEXPORT int coli_cuda_attention_project_ragged(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, - float *out,const float *q,const float *const *latent,const float *const *rope, + float *out,const float *q,const void *const *keys, + const float *const *latent,const float *const *rope, const int *lengths,int S,int H,int Q,int R,int V,int K,int max_t,float attention_scale); COLI_CUDA_DLLEXPORT void coli_cuda_tensor_free(ColiCudaTensor *tensor); diff --git a/c/backend_loader.c b/c/backend_loader.c index bbcb8ca..eedbd50 100644 --- a/c/backend_loader.c +++ b/c/backend_loader.c @@ -62,7 +62,8 @@ typedef int (*fn_attention_absorb_batch_dev)(ColiCudaTensor *kv_b_shard,float *c typedef int (*fn_attention_absorb_kvdev)(ColiCudaTensor *kv_b,float *ctx,const float *q, const float *latent_dev,const float *rope_dev,int H,int Q,int R,int V,int K,int T, float scale); typedef int (*fn_attention_project_batch)(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, float *out,const float *q,const float *latent, const float *rope,int S,int H,int Q,int R, int V,int K,int T,float attention_scale); typedef int (*fn_attention_project_ragged)(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, - float *out,const float *q,const float *const *latent,const float *const *rope, + float *out,const float *q,const void *const *keys, + const float *const *latent,const float *const *rope, const int *lengths,int S,int H,int Q,int R,int V,int K,int max_t,float attention_scale); typedef int (*fn_attention_project_batch_dev)(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, float *out,const float *q_dev,const float *latent_dev,const float *rope_dev, int S,int H,int Q,int R,int V,int K,int T,float scale); typedef int (*fn_attention_project_batch_dev_out)(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, float *out_dev,const float *q_dev,const float *latent_dev,const float *rope_dev, int S,int H,int Q,int R,int V,int K,int T,float scale); @@ -348,10 +349,11 @@ int coli_cuda_attention_project_batch(ColiCudaTensor *kv_b,ColiCudaTensor *o_pro } int coli_cuda_attention_project_ragged(ColiCudaTensor *kv_b,ColiCudaTensor *o_proj, - float *out,const float *q,const float *const *latent,const float *const *rope, + float *out,const float *q,const void *const *keys, + const float *const *latent,const float *const *rope, const int *lengths,int S,int H,int Q,int R,int V,int K,int max_t,float attention_scale){ if(!coli_cuda_load()) return 0; - return g_cuda.attention_project_ragged(kv_b,o_proj,out,q,latent,rope,lengths, + return g_cuda.attention_project_ragged(kv_b,o_proj,out,q,keys,latent,rope,lengths, S,H,Q,R,V,K,max_t,attention_scale); } diff --git a/c/glm.c b/c/glm.c index 70da320..a45fbc9 100644 --- a/c/glm.c +++ b/c/glm.c @@ -2717,18 +2717,20 @@ static void attention_rows(Model *m, Layer *l, int layer, float *x, int S, int p !dnsel&&l->kv_b.cuda_eligible&&l->o.cuda_eligible&& qt_cuda_upload(&l->kv_b)&&qt_cuda_upload(&l->o)){ const float **rl=malloc((size_t)S*sizeof(*rl)),**rr=malloc((size_t)S*sizeof(*rr)); + const void **rk=malloc((size_t)S*sizeof(*rk)); int *rn=malloc((size_t)S*sizeof(*rn)); int mt=0; - if(rl&&rr&&rn){ + if(rk&&rl&&rr&&rn){ for(int s=0;skv_start[layer]; rn[s]=pos+1-st0; + rk[s]=kvs[s]; rl[s]=coli_kv_row(kvs[s]->Lc[layer],st0,kvl); rr[s]=coli_kv_row(kvs[s]->Rc[layer],st0,c->qk_rope); if(rn[s]>mt)mt=rn[s]; } cuda_core=cuda_projected=coli_cuda_attention_project_ragged(l->kv_b.cuda,l->o.cuda, - out,Q,rl,rr,rn,S,H,c->qk_nope,c->qk_rope,vh,kvl,mt,c->attn_scale); + out,Q,rk,rl,rr,rn,S,H,c->qk_nope,c->qk_rope,vh,kvl,mt,c->attn_scale); } - free(rl);free(rr);free(rn); + free(rk);free(rl);free(rr);free(rn); } else if(cuda_absorb&&l->n_kv_b_shard>1){ int n=l->n_kv_b_shard,st0=m->kv_start[layer],nt=pos_base+S-st0,ok=1; float *qs=falloc((int64_t)S*H*qh),*cs=falloc((int64_t)S*H*vh); @@ -5267,7 +5269,7 @@ static void run_serve_mux(Model *m, const char *snap){ g_draft=0; /* one scheduler owns every forward; MTP/speculation is not ragged-safe */ int maxctx=getenv("CTX")?atoi(getenv("CTX")):4096; int nctx=getenv("KV_SLOTS")?atoi(getenv("KV_SLOTS")):1; - if(nctx<1||nctx>16){fprintf(stderr,"KV_SLOTS deve essere tra 1 e 16\n");exit(2);} + if(nctx<1||nctx>512){fprintf(stderr,"KV_SLOTS must be between 1 and 512\n");exit(2);} g_kvsave=getenv("KVSAVE")?atoi(getenv("KVSAVE")):1; KVState *initial=m->kv; free(initial->kv_start); free(initial); ServeCtx *ctx=calloc(nctx,sizeof(*ctx)); ServeReq *req=calloc(nctx,sizeof(*req)); @@ -5323,7 +5325,7 @@ static void run_serve_mux(Model *m, const char *snap){ } active=0; for(int i=0;i1?atoi(argv[1]):64; int ebits= argc>2?atoi(argv[2]):8; int dbits= argc>3?atoi(argv[3]):ebits; - if(getenv("SERVE") && (kv_slot_count()<1 || kv_slot_count()>16)){ - fprintf(stderr,"KV_SLOTS must be between 1 and 16\n"); return 2; + int kv_limit=(getenv("SERVE_BATCH")&&atoi(getenv("SERVE_BATCH")))?512:16; + if(getenv("SERVE") && (kv_slot_count()<1 || kv_slot_count()>kv_limit)){ + fprintf(stderr,"KV_SLOTS must be between 1 and %d\n",kv_limit); return 2; } #ifdef COLI_CUDA if(getenv("COLI_CUDA") && atoi(getenv("COLI_CUDA"))){ diff --git a/c/tests/test_ragged_attention.cu b/c/tests/test_ragged_attention.cu index c00a8eb..dd1e2f8 100644 --- a/c/tests/test_ragged_attention.cu +++ b/c/tests/test_ragged_attention.cu @@ -16,14 +16,18 @@ int main(){ !coli_cuda_tensor_upload(&tp,p.data(),nullptr,0,D,O,dev))return 1; int n[S]={1,2,3};std::vector> l(S),r(S); const float *lp[S],*rp[S]; + const void *keys[S]; for(int s=0;s Date: Sat, 18 Jul 2026 18:38:40 +0800 Subject: [PATCH 61/70] plan NUMA interleave on multi-socket Linux --- c/resource_plan.py | 24 +++++++++++++++++++++++- c/tests/test_resource_plan.py | 19 +++++++++++++++++-- docs/ENVIRONMENT.md | 2 +- docs/benchmarks.md | 8 ++++++-- 4 files changed, 47 insertions(+), 6 deletions(-) diff --git a/c/resource_plan.py b/c/resource_plan.py index 6b3f2fe..5f17a6a 100644 --- a/c/resource_plan.py +++ b/c/resource_plan.py @@ -203,6 +203,22 @@ def physical_cpu_count(): return os.cpu_count() or 1 +def cpu_socket_count(): + """Return the number of physical CPU sockets visible to this process.""" + if not sys.platform.startswith("linux"): + return 1 + try: + result = subprocess.run(["lscpu", "-p=socket"], text=True, + capture_output=True, check=True, timeout=5) + sockets = {int(line) for line in result.stdout.splitlines() + if line and not line.startswith("#")} + if sockets: + return len(sockets) + except (OSError, ValueError, subprocess.SubprocessError): + pass + return 1 + + POLICIES = { "quality": {"preserve_quantization": True, "preserve_router": True}, "balanced": {"preserve_quantization": True, "preserve_router": True}, @@ -212,11 +228,12 @@ POLICIES = { def build_plan(model, ram_gb=0, context=4096, gpu_indices=None, vram_gb=0, available_memory=None, available_disk=None, gpus=None, - policy="quality", physical_cpus=None): + policy="quality", physical_cpus=None, cpu_sockets=None): if policy not in POLICIES: raise ValueError(f"unknown policy: {policy}") info = analyze_model(model) physical_cpus = physical_cpu_count() if physical_cpus is None else physical_cpus + cpu_sockets = cpu_socket_count() if cpu_sockets is None else cpu_sockets cfg = info["config"] available_memory = memory_available() if available_memory is None else available_memory if available_disk is None: @@ -286,6 +303,7 @@ def build_plan(model, ram_gb=0, context=4096, gpu_indices=None, vram_gb=0, "quality_preserving": policy != "experimental-fast"}, "model": {key: value for key, value in info.items() if key != "config"}, "cpu": {"physical_cores": max(1, int(physical_cpus)), + "sockets": max(1, int(cpu_sockets)), "thread_policy": "physical-cores"}, "tiers": { "disk": {"role": "cold-backing", "model_bytes": info["model_bytes"], @@ -318,6 +336,10 @@ def environment_for_plan(plan, env=None, cuda_enabled=True): # ("Affinity not supported on this configuration"): non impostarle li'. result.setdefault("OMP_PROC_BIND", "spread") result.setdefault("OMP_PLACES", "cores") + if sys.platform.startswith("linux") and plan["cpu"].get("sockets", 1) > 1: + # Selectively interleave large expert/dense slabs across memory controllers. + # Unlike blanket numactl interleave, this leaves CUDA staging buffers local. + result.setdefault("COLI_NUMA", "1") if plan["policy"]["name"] == "balanced": result.setdefault("REPIN", "64") ram = plan["tiers"]["ram"] diff --git a/c/tests/test_resource_plan.py b/c/tests/test_resource_plan.py index 023cb93..b184c80 100644 --- a/c/tests/test_resource_plan.py +++ b/c/tests/test_resource_plan.py @@ -10,6 +10,7 @@ from resource_plan import ( GB, analyze_model, build_plan, + cpu_socket_count, environment_for_plan, format_plan, memory_available, @@ -66,15 +67,19 @@ class ResourcePlanTest(unittest.TestCase): # 0 slots/layer. The value must be a sane positive number of bytes. self.assertGreater(memory_available(), 0) + def test_cpu_socket_count_is_positive(self): + self.assertGreaterEqual(cpu_socket_count(), 1) + def test_builds_bounded_three_tier_plan(self): gpus = [{"index": 0, "name": "test-gpu", "total_bytes": 12 * GB, "free_bytes": 10 * GB}] plan = build_plan(self.model, ram_gb=16, context=32, vram_gb=20, available_memory=32 * GB, available_disk=100 * GB, gpus=gpus, - physical_cpus=24) + physical_cpus=24, cpu_sockets=2) self.assertEqual(plan["version"], 2) self.assertEqual(plan["policy"]["name"], "quality") self.assertEqual(plan["cpu"]["physical_cores"], 24) + self.assertEqual(plan["cpu"]["sockets"], 2) self.assertTrue(plan["policy"]["preserve_quantization"]) self.assertFalse(plan["tiers"]["vram"]["requires_host_backing"]) self.assertEqual(plan["tiers"]["ram"]["budget_bytes"], 16 * GB) @@ -105,7 +110,7 @@ class ResourcePlanTest(unittest.TestCase): {"index": 1, "name": "b", "total_bytes": 12 * GB, "free_bytes": 10 * GB}, ] plan = build_plan(self.model, ram_gb=16, available_memory=32 * GB, - available_disk=1, gpus=gpus) + available_disk=1, gpus=gpus, cpu_sockets=2) env = environment_for_plan(plan, {"RAM_GB": "12", "PIN": "stats.txt", "COLI_GPUS": "1"}) self.assertEqual(env["RAM_GB"], "12") @@ -125,6 +130,16 @@ class ResourcePlanTest(unittest.TestCase): "OMP_PROC_BIND": "close"}) self.assertEqual(explicit_threads["OMP_NUM_THREADS"], "7") self.assertEqual(explicit_threads["OMP_PROC_BIND"], "close") + + if sys.platform.startswith("linux"): + self.assertEqual(env["COLI_NUMA"], "1") + explicit_numa = environment_for_plan(plan, {"COLI_NUMA": "0"}) + self.assertEqual(explicit_numa["COLI_NUMA"], "0") + + def test_single_socket_plan_does_not_enable_numa(self): + plan = build_plan(self.model, available_memory=16 * GB, available_disk=1, + gpus=[], physical_cpus=8, cpu_sockets=1) + self.assertNotIn("COLI_NUMA", environment_for_plan(plan)) def test_cpu_binary_does_not_apply_gpu_tier(self): plan = build_plan(self.model, available_memory=16 * GB, available_disk=1, gpus=[{"index": 0, "name": "a", "total_bytes": 8 * GB, diff --git a/docs/ENVIRONMENT.md b/docs/ENVIRONMENT.md index 535288a..9f0d749 100644 --- a/docs/ENVIRONMENT.md +++ b/docs/ENVIRONMENT.md @@ -43,7 +43,7 @@ Format: `VAR` — default — effect. | `URING` | `0` (off) | Linux-only queued expert I/O. `URING=1` implies `PIPE=1`, forces cold reads through io-wq (`IOSQE_ASYNC`), replaces blocking loader pthreads and spin waits with batched SQEs/CQEs, and batches `PILOT_REAL` loads on a separate ring. Use `DIRECT=1` for cold NVMe to avoid page-cache copy/readahead limits. Fails clearly if the kernel denies io_uring; incompatible with `COLI_MMAP=1`. | | `DIRECT` | `0` (off) | Use `O_DIRECT`/unbuffered reads for expert slabs. Helps sustained NVMe; keeps the zero-copy GPU path. | | `COLI_NO_OMP_TUNE` | off | **Kill-switch** for the OpenMP hot-thread tuning (`OMP_WAIT_POLICY=active` spin + proc-bind). Set `=1` when the CPU is mostly waiting on the GPU (Metal) so spin doesn't steal the shared power budget. | -| `COLI_NUMA` | off (Linux only) | `COLI_NUMA=1` interleaves expert slabs across NUMA nodes via `mbind` (raw syscall, no libnuma). Helps multi-socket hosts (+7–40% expert matmul); silent no-op on single-node or non-Linux. | +| `COLI_NUMA` | auto in generated plans on multi-socket Linux; otherwise off | `COLI_NUMA=1` selectively interleaves large expert and dense slabs across NUMA nodes via `mbind` (raw syscall, no libnuma). Helps multi-socket hosts (+7–40% expert matmul); silent no-op on single-node or non-Linux. Explicit `COLI_NUMA=0` overrides the generated plan. | | `MLOCK` | `-1` (auto: on for macOS) | Wire the streamed expert cache into physical RAM (`mlock`) to dodge the memory compressor. `0` off, `1` force. | | `CAP_RAISE` | `1` (on) | Let the engine raise the expert-cache cap above `topk` when RAM allows (bigger batches). `0` fixes the cap. | | `PREFETCH` | `0` | Prefetch depth for streamed experts. | diff --git a/docs/benchmarks.md b/docs/benchmarks.md index f9c83f2..09d3752 100644 --- a/docs/benchmarks.md +++ b/docs/benchmarks.md @@ -116,8 +116,12 @@ can match an RTX 5090 on expert matmul ([#101](https://github.com/JustVugg/colib so **the GPU tier earns its VRAM only when the CPU is the weak link**. On multi-socket hosts, NUMA placement is a further lever: interleaving the resident weights across nodes measured **+13% (2-socket) and +40% (4-socket CPU-only)** -([#82](https://github.com/JustVugg/colibri/issues/82)) — but never blanket-interleave -a GPU host (measured 10× regression via the DMA staging pages). +([#82](https://github.com/JustVugg/colibri/issues/82)). On a 2-socket Xeon Silver +4510 host with 6× RTX 5090, selective `COLI_NUMA=1` raised effective CPU-expert +bandwidth from **42.42 to 58.26/65.89 GB/s** and greedy decode from **7.66 to +9.02/9.17 tok/s** (64 tokens, `TEMP=0 DRAFT=0`, byte-identical output). Do not +blanket-interleave a GPU host: it also spreads DMA staging pages and has measured +up to a 10× regression; generated plans enable only the selective slab policy. ## Quality benchmark From 6a2ab47f3b644a07e7a0841741bf08509dd57075 Mon Sep 17 00:00:00 2001 From: bokiko Date: Sat, 18 Jul 2026 15:15:26 +0300 Subject: [PATCH 62/70] convert: resolve --mtp/--indexer shards from the local index instead of scanning all of them (#383) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit When --indir contains model.safetensors.index.json, the head/indexer passes convert only the shards that actually hold the requested tensors (3 instead of scanning 141 for --mtp — every empty scan still opens a 5 GB shard). Prints the selection in the [PLAN] block. Without the index the full scan is unchanged. Output is byte-identical to the unfiltered path (sha256-verified on the GLM-5.2 FP8 head shards, with a decoy shard proving the filter excludes rather than reorders). Co-Authored-By: Claude --- c/tools/convert_fp8_to_int4.py | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/c/tools/convert_fp8_to_int4.py b/c/tools/convert_fp8_to_int4.py index 9cd6937..f851c37 100644 --- a/c/tools/convert_fp8_to_int4.py +++ b/c/tools/convert_fp8_to_int4.py @@ -389,6 +389,25 @@ def main(): if a.indir: # conversione locale (test) shards = sorted(glob.glob(os.path.join(a.indir, "*.safetensors"))) from safetensors.numpy import save_file + # #383: se l'indice c'e', i passaggi --mtp/--indexer convertono SOLO gli shard + # che contengono i tensori richiesti (3 invece di scandire tutti i 141 — ogni + # scansione a vuoto apre comunque uno shard da 5 GB). Senza indice: scansione + # completa come prima. + # EN: #383: when the index is present, the --mtp/--indexer passes convert ONLY + # the shards that hold the requested tensors (3 instead of scanning all 141 — + # every empty scan still opens a 5 GB shard). Without the index: full scan as + # before. + if a.mtp or a.indexer: + idxp = os.path.join(a.indir, "model.safetensors.index.json") + if os.path.exists(idxp): + wmap = json.load(open(idxp))["weight_map"] + if a.mtp: + want = {v for k, v in wmap.items() if k.startswith(f"model.layers.{a.n_layers}.")} + else: + want = {v for k, v in wmap.items() if "indexer" in k and 0 <= layer_idx(k) < a.n_layers} + keep = [sp for sp in shards if os.path.basename(sp) in want] + print(f"[PLAN] index: {len(keep)}/{len(shards)} local shard(s) hold the requested tensors") + shards = keep # BUG #355: questo ramo ignorava --mtp/--indexer. Con --mtp scriveva # out-NNNNN (gli STESSI nomi di una conversione normale) in ebits=8 e # keep_mtp=False -> il "secondo passaggio MTP" nella stessa outdir From 799fe41f88a963d039af3dd9c56f85c3b26f3e82 Mon Sep 17 00:00:00 2001 From: andres-gb10 Date: Sat, 18 Jul 2026 16:45:19 +0100 Subject: [PATCH 63/70] coli: honor THINK=1 in run mode coli run hardcoded the nothink template (<|assistant|>), so THINK=1 had no effect in one-shot runs while serve mode honors it (glm.c serve template picks vs from the same env var). Pick the template the same way here. Co-Authored-By: Claude Fable 5 --- c/coli | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/c/coli b/c/coli index 0dd9de3..c7fdaa2 100755 --- a/c/coli +++ b/c/coli @@ -480,8 +480,11 @@ def cmd_run(a): need_model(a.model) prompt=" ".join(a.prompt) if a.prompt else sys.exit('usage: coli run "your prompt"') banner("run") - # template ufficiale GLM-5.2: niente \n dopo i ruoli; = risposta diretta (nothink) - e=env_for(a); e["PROMPT"]=f"[gMASK]<|user|>{prompt}<|assistant|>" + # template ufficiale GLM-5.2: niente \n dopo i ruoli; = risposta diretta (nothink). + # THINK=1 lascia aperto, stessa convenzione del serve mode (glm.c). EN: THINK=1 leaves + # open so the engine emits its reasoning block; the default stays nothink. + tk="" if os.environ.get("THINK","0")=="1" else "" + e=env_for(a); e["PROMPT"]=f"[gMASK]<|user|>{prompt}<|assistant|>{tk}" sys.exit(subprocess.call([GLM, str(a.cap)], env=e)) def server_probe(base, api_key=None, timeout=1.5): From 308e269f468797211a32884f2a942083ac773aac Mon Sep 17 00:00:00 2001 From: andres-gb10 Date: Sat, 18 Jul 2026 21:11:40 +0100 Subject: [PATCH 64/70] convert(fp8->int4): --indir copies the full metadata set and resumes interrupted passes (#383) Two gaps in the local path, both raised in #383: - The main --indir pass copied only config.json while the download path copies four files; without tokenizer.json the converted container can't run chat/serve. Copy the same four, print what was copied, and warn when the source is missing any (tokenizer.json called out explicitly). - Local passes restarted from shard 0 on every rerun. out-NNNNN names count EMITTED shards, not input indexes (shards with no relevant tensors emit nothing), so the download path's exists-check can't be mirrored directly: a sidecar manifest per prefix records input -> output (or empty) plus the conversion parameters, written atomically after each shard. Rerun skips what matches and refuses a parameter mismatch on the same outdir instead of mixing containers (the #355 failure mode). Co-Authored-By: Claude Fable 5 --- c/tools/convert_fp8_to_int4.py | 66 +++++++++++++++++++++++++++++----- 1 file changed, 57 insertions(+), 9 deletions(-) diff --git a/c/tools/convert_fp8_to_int4.py b/c/tools/convert_fp8_to_int4.py index 9cd6937..bef3f74 100644 --- a/c/tools/convert_fp8_to_int4.py +++ b/c/tools/convert_fp8_to_int4.py @@ -397,24 +397,72 @@ def main(): # Ora il ramo locale rispecchia il download path: prefisso corretto, # flag passate, shard vuoti saltati. prefix = "out-mtp-" if a.mtp else "out-idx-" if a.indexer else "out-" - n = 0 + # RIPRESA (#383): i nomi out-NNNNN contano gli shard EMESSI, non l'indice di + # input (gli shard senza tensori rilevanti non producono file), quindi "il + # file esiste" non basta per saltare il lavoro gia' fatto. Un manifest + # sidecar ricorda input -> output (o "vuoto") e con quali parametri: la + # ripresa salta solo cio' che combacia, e parametri diversi sulla stessa + # outdir vengono rifiutati invece di mescolare container (il modo #355). + # EN: RESUME (#383): out-NNNNN names count EMITTED shards, not the input + # EN: index (shards with no relevant tensors emit no file), so "the file + # EN: exists" is not enough to skip completed work. A sidecar manifest + # EN: records input -> output (or "empty") plus the conversion parameters: + # EN: resume skips only what matches, and different parameters on the same + # EN: outdir are refused instead of mixing containers (the #355 failure mode). + params = {"ebits": a.ebits, "io_bits": a.io_bits, "xbits": a.xbits, + "group_size": a.group_size, "n_layers": a.n_layers, "bits_map": bits_map} + prog_path = os.path.join(a.outdir, f".{prefix}progress.json") + prog = {} + if os.path.exists(prog_path): + try: prog = json.loads(open(prog_path).read()) + except (OSError, ValueError): prog = {} + if prog and prog.get("params") != params: + print(f"ERROR: {prog_path} records a conversion with {prog.get('params')};\n" + f" this run uses {params}. Refusing to mix conversions in the same " + f"outdir — use a fresh --outdir (or delete the manifest and the " + f"{prefix}*.safetensors shards to redo).") + return + done = prog.setdefault("shards", {}); prog["params"] = params + n = 0; fresh = 0; skipped = 0 for i, sp in enumerate(shards): + key = os.path.basename(sp) + prev = done.get(key) # None = mai visto; "" = visto, vuoto; nome = emesso + if prev is not None and (prev == "" or os.path.exists(os.path.join(a.outdir, prev))): + if prev: n += 1 + skipped += 1 + continue out = {} convert_shard(sp, out, a.n_layers, a.ebits, a.io_bits, a.xbits, keep_mtp=a.mtp, keep_idx=a.indexer, group_size=a.group_size, bits_map=bits_map) if not out: # shard senza MTP/idx: niente file (come il download path) - continue - save_file(out, os.path.join(a.outdir, f"{prefix}{n:05d}.safetensors")) - n += 1 - # config/tokenizer solo per la conversione principale — i passaggi mtp/idx - # vanno nella stessa outdir di un container gia' completo di metadati. + done[key] = "" + else: + name = f"{prefix}{n:05d}.safetensors" + save_file(out, os.path.join(a.outdir, name)) + done[key] = name; n += 1; fresh += 1 + tmp_prog = prog_path + ".tmp" # scrittura atomica: una ripresa non vede mai un manifest mezzo scritto + with open(tmp_prog, "w") as f: json.dump(prog, f, indent=1) # EN: atomic write: a resume never sees a half-written manifest + os.replace(tmp_prog, prog_path) + if skipped: print(f"[RESUME] {skipped} shard(s) already done in {a.outdir}, skipped") + # metadati per la conversione principale: gli stessi quattro file del download + # path — senza tokenizer.json chat/serve non partono. I passaggi mtp/idx vanno + # nella stessa outdir di un container gia' completo di metadati. + # EN: metadata for the main pass: the same four files as the download path — + # EN: chat/serve won't start without tokenizer.json. The mtp/idx passes target + # EN: an outdir whose container already has its metadata. if not a.mtp and not a.indexer: - for fn in ["config.json"]: + copied, missing = [], [] + for fn in ["config.json", "tokenizer.json", "tokenizer_config.json", "generation_config.json"]: src = os.path.join(a.indir, fn) - if os.path.exists(src): shutil.copy(src, a.outdir) + if os.path.exists(src): shutil.copy(src, a.outdir); copied.append(fn) + else: missing.append(fn) + print(f"[META] copied from {a.indir}: {', '.join(copied) if copied else 'nothing'}") + if missing: + print(f"[META] WARNING: not found in {a.indir}: {', '.join(missing)}" + + (" — chat/serve need tokenizer.json" if "tokenizer.json" in missing else "")) tag = "MTP" if a.mtp else "indexer" if a.indexer else "main" - print(f"converted {n} {tag} shard(s) -> {a.outdir} ({prefix}NNNNN)") + print(f"converted {fresh} {tag} shard(s), {n} in container -> {a.outdir} ({prefix}NNNNN)") return # reale: scarica shard per shard, converte, cancella From d6676c10e9d78b0f59ced6e51a4709bc2a22b5c5 Mon Sep 17 00:00:00 2001 From: recviking Date: Sat, 18 Jul 2026 16:27:29 -0400 Subject: [PATCH 65/70] =?UTF-8?q?tools:=20repair=5Fmtp=5Fint8.py=20?= =?UTF-8?q?=E2=80=94=20fix=20int4-converted=20MTP=20heads=20in=20place;=20?= =?UTF-8?q?warn=20on=20--mtp=20--ebits=20<8?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Per-row int4 quantization of the MTP head's eh_proj [D,2D] zeroes its ENTIRE embedding half: the tensor's two column halves differ in scale by ~20-30x per row (embedding-half absmax ~0.05, hidden-half ~1.5 on GLM-5.2), so a single per-row scale (absmax/7) puts every embedding-half weight below half a quantization step and np.rint rounds it to exact zero (packed bytes 0x88). The draft head then cannot see the input token and MTP acceptance collapses to ~0% — the mechanism behind issue #8's measurement (int4: 0-4%; int8: 39-59%), and the reason --mtp already defaults to --ebits 8. This showed up in the wild: a published pre-converted container had its MTP shards made with an explicit --ebits 4 and drafts were pure garbage on every backend (deterministic, data-side; verified byte-for-byte by reproducing the published bytes with quant_int4 on the official BF16 rows). - tools/repair_mtp_int8.py: repairs such a container IN PLACE — finds the MTP layer's per-row-int4 dense tensors (eh_proj, q/kv/o projections, shared experts; routed experts untouched), re-downloads only those from the FP8 source repo (~355 MB of HTTP range reads, no torch, no token), requantizes at int8 with quant_int8's exact math, and rewrites the shards atomically with *.bak-int4 backups. --dry-run to inspect. The engine picks up int8 automatically (qt_from_disk detects format by blob size). Validated on GLM-5.2 744B: MTP acceptance 0% -> 100% (greedy), 1.11 -> 3.20 tokens/forward, decode 0.18 -> 0.30 tok/s (Metal, 4-bit KV). - convert_fp8_to_int4.py: print a warning when --mtp is combined with --ebits <8 and per-row scales (the exact footgun above); --group-size 128 remains a valid int4 alternative since group scales give the embedding half its own scale. Co-Authored-By: Claude Fable 5 --- c/tools/convert_fp8_to_int4.py | 11 ++ c/tools/repair_mtp_int8.py | 229 +++++++++++++++++++++++++++++++++ 2 files changed, 240 insertions(+) create mode 100644 c/tools/repair_mtp_int8.py diff --git a/c/tools/convert_fp8_to_int4.py b/c/tools/convert_fp8_to_int4.py index 382125e..e398d6f 100644 --- a/c/tools/convert_fp8_to_int4.py +++ b/c/tools/convert_fp8_to_int4.py @@ -286,6 +286,17 @@ def main(): # testa MTP a int4 = acceptance ~0-4% (misurato, issue #8): il draft sbaglia sempre # e la speculazione non parte mai. A int8: 39-59%, 2.2-2.8 token/forward. a.ebits = 8 if (a.mtp or a.indexer) else 4 + if a.mtp and a.ebits < 8 and a.group_size <= 0: + # Non solo lossy: eh_proj ha ~20-30x di asimmetria di scala fra le due meta' di + # colonna, quindi l'int4 per-riga (UNA scala per riga) arrotonda a ZERO l'intera + # meta' embedding -> il draft non vede il token -> acceptance ~0% (issue #8). + # EN: not merely lossy: eh_proj has ~20-30x column-scale asymmetry, so per-row + # EN: int4 rounds its ENTIRE embedding half to exact zeros -> the draft cannot + # EN: see the input token -> ~0% acceptance (issue #8). A container converted + # EN: this way is repairable in place with tools/repair_mtp_int8.py. + print(f"WARNING: --mtp with --ebits {a.ebits} and per-row scales ZEROES eh_proj's " + "embedding half -> MTP acceptance ~0% (issue #8). Use the default --ebits 8, " + "or add --group-size 128 for group-scaled int4.") if a.xbits is None: a.xbits = a.ebits # Build per-type bits map. If a type-specific arg is set, use it; otherwise the diff --git a/c/tools/repair_mtp_int8.py b/c/tools/repair_mtp_int8.py new file mode 100644 index 0000000..695e99f --- /dev/null +++ b/c/tools/repair_mtp_int8.py @@ -0,0 +1,229 @@ +"""Repair an existing colibri int4 container whose MTP head was quantized at int4. + +WHY THIS EXISTS + `model.layers..eh_proj.weight` [D, 2D] multiplies the MTP concat + [embedding_norm ; hidden_norm], and its two column halves differ in scale by + ~20-30x per row (embedding-half absmax ~0.05, hidden-half ~1.5 on GLM-5.2). + Per-row int4 uses ONE scale (= absmax/7) per row, so every embedding-half + weight lands below half a quantization step and np.rint rounds the ENTIRE + embedding half to exact zeros (packed bytes 0x88). The MTP head then drafts + garbage: acceptance ~0% (issue #8 measured 0-4% at int4; 39-59% at int8 — + which is why `convert_fp8_to_int4.py --mtp` defaults to --ebits 8). + + A container converted (or downloaded) with an int4 MTP head does not need a + full re-conversion: this script re-downloads ONLY the affected dense tensors + (~355 MB of HTTP range reads against the FP8 source repo), requantizes them + at int8 with the converter's exact math, and patches the local shards in + place. Originals are kept beside as *.bak-int4. + +WHAT IT TOUCHES + The MTP layer's dense tensors only (eh_proj, q_a/q_b/kv_a/kv_b/o_proj, + shared_experts.*): the ones that stream into RAM once and stay resident. + Routed experts (model.layers..mlp.experts.*) are NOT touched — they are + statistically like the main layers' experts and int4 is acceptable there. + The engine auto-detects int8 vs int4 by blob size (qt_from_disk), so no + engine or config change is needed. Cost: ~+133 MB on disk / resident RAM. + +USAGE + python3 tools/repair_mtp_int8.py --snap /path/to/glm52_i4 # repair + python3 tools/repair_mtp_int8.py --snap /path/to/glm52_i4 --dry-run # inspect only + + --source-repo defaults to zai-org/GLM-5.2-FP8 (the checkpoint the public + int4 containers were converted from). Requires numpy and network access; + no torch, no HF token (public repo, anonymous range reads). +""" +import argparse, glob, json, os, ssl, struct, sys, urllib.request +import numpy as np + +# macOS python.org builds ship no CA bundle: use certifi when available (Linux +# system Pythons generally have working system certs and skip this). +try: + import certifi + _SSL_CTX = ssl.create_default_context(cafile=certifi.where()) +except ImportError: + _SSL_CTX = ssl.create_default_context() + + +# ---------- HTTP range reads against the source repo ---------- +def http_range(url, start, length, tries=5): + req = urllib.request.Request(url, headers={"User-Agent": "colibri-mtp-repair", + "Range": f"bytes={start}-{start+length-1}"}) + for attempt in range(tries): + try: + with urllib.request.urlopen(req, timeout=30, context=_SSL_CTX) as r: + data = r.read() + if len(data) == length: + return data + except KeyboardInterrupt: + raise + except Exception as ex: + if attempt == tries - 1: + raise RuntimeError(f"range read failed for {url}: {ex}") + raise RuntimeError(f"short range read for {url}") + + +class SourceRepo: + def __init__(self, repo, revision="main"): + self.base = f"https://huggingface.co/{repo}/resolve/{revision}/" + with urllib.request.urlopen(self.base + "model.safetensors.index.json", timeout=30, context=_SSL_CTX) as r: + self.wmap = json.loads(r.read())["weight_map"] + self._hdr = {} + + def _shard_header(self, shard): + if shard not in self._hdr: + n = struct.unpack("> 3) & 0xF + mant = (b & 7).astype(np.float64) + v = (sign * np.where(e > 0, (1 + mant / 8) * np.exp2(e.astype(np.float64) - 7), + mant / 8 * np.exp2(-6.0))).reshape(m["shape"]) + sn = name + "_scale_inv" + sshard = self.wmap[sn] + shdr, sbase = self._shard_header(sshard) + sm = shdr[sn] + so0, so1 = sm["data_offsets"] + sc = np.frombuffer(http_range(self.base + sshard, sbase + so0, so1 - so0), + dtype=np.float32).reshape(sm["shape"]) + O, I = m["shape"] + scf = np.repeat(np.repeat(sc, 128, axis=0)[:O], 128, axis=1)[:, :I] + return (v * scf).astype(np.float32) + raise ValueError(f"{name}: unsupported source dtype {m['dtype']}") + + +# ---------- quantization: identical to convert_fp8_to_int4.quant_int8 ---------- +def quant_int8(w): + amax = np.abs(w).max(axis=1, keepdims=True) + s = np.maximum(amax / 127, 1e-8) + q = np.clip(np.rint(w / s), -128, 127).astype(np.int8) + return q.reshape(-1).view(np.uint8).copy(), s[:, 0].astype(np.float32) + + +# ---------- local safetensors IO (no deps; preserves byte-identity of untouched tensors) ---------- +def read_shard(path): + with open(path, "rb") as fh: + n = struct.unpack(" [tensor names to repair] + already_ok, skipped_experts = [], 0 + for f in sorted(glob.glob(os.path.join(a.snap, "*.safetensors"))): + with open(f, "rb") as fh: + n = struct.unpack(" Date: Sun, 19 Jul 2026 05:01:41 +0800 Subject: [PATCH 66/70] release: version infrastructure + GitHub Release workflow - c/version.py: single source of truth (__version__ = "1.0.0") - coli: reads version.py, banner shows dynamic version, --version flag - .github/workflows/release.yml: tag push triggers cross-platform build (Linux x86_64, macOS ARM64, Windows x86_64) and creates a GitHub Release with packaged binaries + changelog notes - CHANGELOG.md: v1.0.0 baseline documenting all shipped features To cut a release: 1. bump c/version.py 2. add a CHANGELOG section 3. git tag v1.0.0 && git push --tags --- .github/workflows/release.yml | 99 +++++++++++++++++++++++++++++++++++ CHANGELOG.md | 53 +++++++++++++++++++ c/coli | 5 +- c/version.py | 3 ++ 4 files changed, 159 insertions(+), 1 deletion(-) create mode 100644 .github/workflows/release.yml create mode 100644 CHANGELOG.md create mode 100644 c/version.py diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml new file mode 100644 index 0000000..245d24f --- /dev/null +++ b/.github/workflows/release.yml @@ -0,0 +1,99 @@ +name: Release + +on: + push: + tags: ['v*'] + +permissions: + contents: write + +jobs: + build: + strategy: + matrix: + include: + - os: ubuntu-latest + name: linux-x86_64 + ext: "" + make_args: "ARCH=x86-64-v3" + - os: macos-latest + name: macos-arm64 + ext: "" + make_args: "" + - os: windows-latest + name: windows-x86_64 + ext: ".exe" + make_args: "" + shell: msys2 + runs-on: ${{ matrix.os }} + defaults: + run: + shell: ${{ matrix.shell || 'bash' }} + steps: + - uses: actions/checkout@v4 + + - if: matrix.shell == 'msys2' + uses: msys2/setup-msys2@v2 + with: + msystem: UCRT64 + update: false + install: >- + make + mingw-w64-ucrt-x86_64-gcc + + - if: matrix.os == 'macos-latest' + run: brew install libomp + + - name: Build engine + run: | + cd c + make glm ${{ matrix.make_args }} + ls -lh glm${{ matrix.ext }} + + - name: Package + run: | + TAG=${GITHUB_REF#refs/tags/} + mkdir -p dist + cp c/glm${{ matrix.ext }} dist/colibri-${TAG}-${{ matrix.name }}${{ matrix.ext }} + cp c/coli dist/ + cp c/version.py dist/ + cp c/openai_server.py dist/ + cp c/resource_plan.py dist/ + cp c/doctor.py dist/ + cp LICENSE dist/ + cd dist + if [ "${{ matrix.ext }}" = ".exe" ]; then + 7z a colibri-${TAG}-${{ matrix.name }}.zip * + else + tar czf colibri-${TAG}-${{ matrix.name }}.tar.gz * + fi + + - uses: actions/upload-artifact@v4 + with: + name: colibri-${{ matrix.name }} + path: dist/colibri-*.* + + release: + needs: build + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - uses: actions/download-artifact@v4 + with: + path: artifacts + merge-multiple: true + + - name: Create GitHub Release + env: + GH_TOKEN: ${{ github.token }} + run: | + TAG=${GITHUB_REF#refs/tags/} + # Extract the latest version section from CHANGELOG + NOTES=$(awk "/^## \\[${TAG#v}\\]/{found=1;next} /^## \\[/{if(found)exit} found{print}" CHANGELOG.md) + if [ -z "$NOTES" ]; then + NOTES="Release ${TAG}" + fi + gh release create "$TAG" artifacts/* \ + --title "colibrì ${TAG}" \ + --notes "$NOTES" diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 0000000..6177966 --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1,53 @@ +# Changelog + +All notable changes to colibrì are documented here. +Format follows [Keep a Changelog](https://keepachangelog.com/). + +## [1.0.0] — 2026-07-19 + +First tagged release. The engine has been running in production since late June +2026; this tag marks the baseline for semantic versioning going forward. + +### Highlights + +- **GLM-5.2 (744B MoE)** runs on ~25 GB RAM in pure C, streaming experts from disk +- **Three-tier placement**: VRAM (hot) / RAM (warm) / NVMe (cold), with a learning + cache that pins your workload's hottest experts automatically +- **CUDA backend**: multi-GPU expert tier, dense tensor distribution, batched + ragged attention, resident pipeline (`COLI_CUDA_PIPE=2`) +- **Metal backend** (Apple Silicon): batched expert SwiGLU + fused decode attention + on unified memory GPU +- **MTP speculation**: native GLM-5.2 draft heads, grammar-forced drafts, kernel- + pinned verification (`SPEC_PIN=1`) +- **OpenAI-compatible API**: `coli serve` with SSE streaming, KV slots, bounded + queue, web dashboard (`coli web`) +- **Web UI**: chat with live metrics, expert cortex brain page, profiling breakdown, + expert atlas 3-D galaxy +- **Cross-platform**: Linux, macOS, Windows 11 (native MinGW), PowerPC; CI on all three +- **Auto-tune**: `coli plan --auto-tier` classifies the bottleneck and derives + MTP/PIPE/NUMA/PIN settings with explanations + +### Engine + +- Token-exact validation against `transformers` oracle (teacher-forcing 32/32) +- Compressed MLA KV cache (576 floats/token, 57× smaller), persisted across + restarts (`.coli_kv`, zero re-prefill) +- DSA sparse attention (lightning indexer), faithfully implemented +- Router-lookahead prefetch (`PILOT=1`, 71.6% predictive) +- Async expert I/O pool (`PIPE=1`), io_uring batching (`URING=1`) +- NUMA-aware expert placement (`COLI_NUMA=1`, +13–40% on multi-socket) +- AVX2 / AVX-512 / AVX-VNNI / ARM NEON / NEON-i8mm / POWER VSX kernels +- int4 / int8 / int2 / grouped-int4 (fmt=4) quantization formats + +### Tools + +- `coli convert` — FP8→int4 one-shard-at-a-time converter +- `coli doctor` — read-only setup diagnostics +- `coli plan` — resource planner with auto-tune prescription +- `coli bench` — MMLU / HellaSwag / ARC quality benchmarks +- Expert atlas (`tools/analyze.py --web`) — measured topic affinity for 19,456 experts + +### Community + +- 30+ hardware datapoints in the benchmark tracker +- Contributions from 20+ authors across engine, docs, tooling, and ports diff --git a/c/coli b/c/coli index 4c27415..81bc787 100755 --- a/c/coli +++ b/c/coli @@ -40,6 +40,8 @@ if sys.platform == "win32": except (AttributeError, OSError): pass HERE = os.path.dirname(os.path.abspath(__file__)) +sys.path.insert(0, HERE) +from version import __version__ as _version # Run-in-place (source checkout, "cd c && ./coli ..."): the engine, the # support modules (resource_plan.py, doctor.py, openai_server.py) and @@ -115,7 +117,7 @@ def sprite_lines(): def banner(sub=""): sp=sprite_lines() txt=[ - f"{C.teal}{C.b}colibrì{C.r} {C.dim}v1.0{C.r}", + f"{C.teal}{C.b}colibrì{C.r} {C.dim}v{_version}{C.r}", f"{C.dim}tiny engine, immense model{C.r}", f"{C.gray}GLM-5.2 · 744B MoE · int4 · streaming CPU{C.r}", f"{C.dgray}{sub}{C.r}" if sub else "", @@ -712,6 +714,7 @@ def main(): common.add_argument("--topp", type=float, default=0); common.add_argument("--topk", type=int, default=0) common.add_argument("--temp", type=float, default=None) # temperatura token (0=greedy, default 1.0+nucleus .95) ap=argparse.ArgumentParser(prog="coli", parents=[common], description="colibrì — run GLM-5.2 locally") + ap.add_argument("--version", action="version", version=f"colibrì {_version}") sub=ap.add_subparsers(dest="cmd") sub.add_parser("build", parents=[common]); sub.add_parser("info", parents=[common]) pp=sub.add_parser("plan",parents=[common]) diff --git a/c/version.py b/c/version.py new file mode 100644 index 0000000..9951ca1 --- /dev/null +++ b/c/version.py @@ -0,0 +1,3 @@ +"""Single source of truth for the colibrì version number.""" + +__version__ = "1.0.0" From d2d3a7b5598f0feb49ccc8e4665c2b7375d4afb2 Mon Sep 17 00:00:00 2001 From: Stonki13 <204933532+Stonki13@users.noreply.github.com> Date: Sat, 18 Jul 2026 23:18:16 +0200 Subject: [PATCH 67/70] Fix CUDA detection on Windows: cuda_binary()/cuda_linkage() always returned False MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Both coli's cuda_binary() and doctor.py's cuda_linkage() detect CUDA support by running `ldd` on the engine binary and looking for a linked libcudart — but that's Linux-only (cuda_binary() checks sys.platform != "linux", and cuda_linkage() checks os.name != "posix", both short-circuiting to False on win32). Windows CUDA_DLL=1 builds never link libcudart at all: glm.exe loads coli_cuda.dll dynamically via LoadLibrary at startup (backend_loader.c), so there's no import-table entry for ldd/dumpbin to find in the first place. The practical effect: `coli doctor` always reported "NVIDIA GPU detected but the engine is CPU-only" on Windows, and `coli run/chat/serve --gpu ...` always hard-exited with "--gpu needs the CUDA build" — even on a correctly built CUDA_DLL=1 binary with coli_cuda.dll sitting right next to glm.exe. Fix: on win32, detect a COLI_CUDA build by scanning glm.exe for the marker string "[CUDA] mode: routed experts", which only exists in code compiled under #ifdef COLI_CUDA (see glm.c's cuda init block), then confirm coli_cuda.dll actually sits next to the binary — mirroring the Linux "linked but missing" distinction. Linux/macOS detection is unchanged. Verified on Windows 11 with mingw-w64 GCC 16.1.0 + CUDA 13.2 + RTX 5080: `coli doctor` now reports "CUDA engine and devices are available", and `coli run --gpu 0 --vram 8` populates VRAM (confirmed via the engine's own "[CUDA] resident set: N tensors, X GB VRAM" runtime log) instead of exiting. --- c/coli | 24 ++++++++++++++++++------ c/doctor.py | 35 ++++++++++++++++++++++++++--------- 2 files changed, 44 insertions(+), 15 deletions(-) diff --git a/c/coli b/c/coli index 4c27415..4566ea6 100755 --- a/c/coli +++ b/c/coli @@ -141,12 +141,24 @@ def need_model(model): sys.exit(f"{C.yel}engine is not built.{C.r} Run: coli build") def cuda_binary(): - if not os.path.exists(GLM) or sys.platform != "linux": return False - try: - linked=subprocess.run(["ldd",GLM],capture_output=True,text=True,timeout=3) - return any("libcudart" in line and "not found" not in line - for line in linked.stdout.splitlines()) - except (OSError,subprocess.SubprocessError): return False + if not os.path.exists(GLM): return False + if sys.platform == "linux": + try: + linked=subprocess.run(["ldd",GLM],capture_output=True,text=True,timeout=3) + return any("libcudart" in line and "not found" not in line + for line in linked.stdout.splitlines()) + except (OSError,subprocess.SubprocessError): return False + if sys.platform == "win32": + # Windows CUDA_DLL=1 builds never link libcudart directly: glm.exe loads + # coli_cuda.dll at runtime via LoadLibrary (backend_loader.c), so there's no + # import-table entry for ldd/dumpbin to see. Detect the COLI_CUDA build via a + # marker string baked into glm.c's #ifdef COLI_CUDA block instead, and require + # coli_cuda.dll to actually sit next to glm.exe (else CUDA init fails at startup). + try: + with open(GLM,"rb") as f: built=b"[CUDA] mode: routed experts" in f.read() + except OSError: return False + return built and os.path.exists(os.path.join(os.path.dirname(GLM),"coli_cuda.dll")) + return False def resource_request(a, env): ctx=a.ctx or int(env.get("CTX",4096)) diff --git a/c/doctor.py b/c/doctor.py index 4cb5a42..cbe9c87 100644 --- a/c/doctor.py +++ b/c/doctor.py @@ -19,16 +19,33 @@ def _check(identifier, status, summary, **details): def cuda_linkage(engine_path): """Return CUDA linkage state without loading the executable or CUDA runtime.""" - if not Path(engine_path).is_file() or os.name != "posix": + engine = Path(engine_path) + if not engine.is_file(): return {"linked": False, "missing": False} - try: - result = subprocess.run(["ldd", str(engine_path)], capture_output=True, text=True, - timeout=3, check=False) - except (OSError, subprocess.SubprocessError): - return {"linked": False, "missing": False} - lines = [line for line in result.stdout.splitlines() if "libcudart" in line] - return {"linked": any("not found" not in line for line in lines), - "missing": any("not found" in line for line in lines)} + if os.name == "posix": + try: + result = subprocess.run(["ldd", str(engine)], capture_output=True, text=True, + timeout=3, check=False) + except (OSError, subprocess.SubprocessError): + return {"linked": False, "missing": False} + lines = [line for line in result.stdout.splitlines() if "libcudart" in line] + return {"linked": any("not found" not in line for line in lines), + "missing": any("not found" in line for line in lines)} + if sys.platform == "win32": + # Windows CUDA_DLL=1 builds never link libcudart directly: glm.exe loads + # coli_cuda.dll at runtime via LoadLibrary (backend_loader.c), so there's no + # import-table entry for ldd/dumpbin to see. Detect the COLI_CUDA build via a + # marker string baked into glm.c's #ifdef COLI_CUDA block instead, and require + # coli_cuda.dll to actually sit next to glm.exe (else CUDA init fails at startup). + try: + built = b"[CUDA] mode: routed experts" in engine.read_bytes() + except OSError: + return {"linked": False, "missing": False} + if not built: + return {"linked": False, "missing": False} + dll_present = (engine.parent / "coli_cuda.dll").is_file() + return {"linked": dll_present, "missing": not dll_present} + return {"linked": False, "missing": False} def run_doctor(model, ram_gb=0, context=4096, gpu_indices=None, vram_gb=0, *, From 2122c004d9bdbaa387c64ae4d6c00f24ace128b1 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Sun, 19 Jul 2026 10:56:00 +0200 Subject: [PATCH 68/70] serve: end-to-end tool-calling regression test + unparsed-marker diagnosis (#401) The gateway's tool-calling path had unit coverage (parse_tool_calls, render_chat) but nothing exercised the real subprocess wire protocol or the HTTP surface a coding client actually hits. #401 reports plain-text replies where tool_calls were expected; every documented path checks out, so pin the whole path down with a mock engine speaking SUBMIT/DATA/DONE and assert: - non-stream: tool_calls populated, finish_reason tool_calls, no raw markers - stream: markers suppressed across 20-way chunk splits, tool_calls delta - tool-result round trip: <|observation|> rendering, text reply - no tools: plain text untouched Also emit a stderr diagnosis when tools are declared and tool-call markers are present in the reply but the strict parse matches nothing (typically quantization-mangled output) pointing at COLI_TOOL_SALVAGE=1 -- the likely field condition behind #401. Co-Authored-By: Claude Fable 5 --- c/openai_server.py | 8 ++ c/tests/test_openai_tools_e2e.py | 178 +++++++++++++++++++++++++++++++ 2 files changed, 186 insertions(+) create mode 100644 c/tests/test_openai_tools_e2e.py diff --git a/c/openai_server.py b/c/openai_server.py index f56e20a..3900ba6 100644 --- a/c/openai_server.py +++ b/c/openai_server.py @@ -271,6 +271,14 @@ def parse_tool_calls(reply, tools=None): salvaged.append(name) calls.append({"id": "call_" + uuid.uuid4().hex[:24], "type": "function", "function": {"name": name, "arguments": json.dumps(args, ensure_ascii=False)}}) + if tools and not calls and re.search(r"||", reply): + # Diagnosi per la #401: il client ha dichiarato i tools e il modello ha PROVATO la + # sintassi, ma il parse rigoroso non ha agganciato nulla (tipico output int4 storpiato). + # EN: #401 field diagnosis: tools were declared and the model attempted the syntax, + # EN: but the strict parse matched nothing (typically quantization-mangled output). + sys.stderr.write("[api] tools declared and tool-call markers present, but no call " + "parsed -- output may be quantization-mangled; try COLI_TOOL_SALVAGE=1\n") + sys.stderr.flush() text = _BOX_RE.sub("", reply) if THINK_CLOSE in text: text = text.split(THINK_CLOSE, 1)[1] diff --git a/c/tests/test_openai_tools_e2e.py b/c/tests/test_openai_tools_e2e.py new file mode 100644 index 0000000..3eabee1 --- /dev/null +++ b/c/tests/test_openai_tools_e2e.py @@ -0,0 +1,178 @@ +"""End-to-end tool-calling test for the OpenAI gateway (#401). + +Unlike the unit tests in test_openai_server.py (which call parse_tool_calls / +render_chat directly), this suite runs openai_server.py as a real subprocess +against a mock engine that speaks the actual SERVE wire protocol +(READY / SUBMIT / DATA / DONE), then talks to it over real HTTP. It pins down +the full path a coding client exercises: tool declaration rendering, marker +suppression in streamed deltas (across chunk boundaries), tool_calls in both +response shapes, and the <|observation|> round trip. +""" +import json +import os +import socket +import subprocess +import sys +import tempfile +import unittest +import urllib.request +from pathlib import Path + +SERVER = Path(__file__).resolve().parent.parent / "openai_server.py" +MODEL_ID = "glm-5.2-colibri" + +# Mock engine: replies are keyed on the prompt so one process covers every case. +# Prompts received are appended to MOCK_LOG for assertions on the rendering. +MOCK_ENGINE = r'''#!/usr/bin/env python3 +import sys, os +out, inp = sys.stdout.buffer, sys.stdin.buffer +out.write(b"\x01\x01READY\x01\x01\n" + b"STAT 0 0 0 0 0\n"); out.flush() + +def reply(rid, text, chunks=1): + data = text.encode("utf-8") + n = max(1, len(data) // chunks) + for i in range(0, len(data), n): + part = data[i:i+n] + out.write(("DATA %s %d\n" % (rid, len(part))).encode() + part + b"\n"); out.flush() + out.write(("DONE %s STAT %d 1.0 50.0 10.0 42 0\n" % (rid, len(text.split()))).encode()) + out.flush() + +while True: + line = inp.readline() + if not line: break + f = line.decode().strip().split() + if not f or f[0] != "SUBMIT": continue + rid, plen = f[1], int(f[3]) + prompt = inp.read(plen).decode("utf-8", "replace"); inp.read(1) + with open(os.environ["MOCK_LOG"], "a") as log: + log.write(prompt + "\n\x00\n") + if "" in prompt: + reply(rid, "25 degrees and sunny in Rome.") + elif "weather in Rome" in prompt: + reply(rid, "get_weathercity" + "Rome") + elif "weather in Milan" in prompt: + # split across many tiny DATA chunks: streamed marker suppression must + # hold even when a marker straddles a chunk boundary + reply(rid, "Checking. get_weathercity" + "Milan", chunks=20) + else: + reply(rid, "Hello from the mock engine.") +''' + +TOOLS = [{"type": "function", "function": { + "name": "get_weather", + "description": "Current weather for a city", + "parameters": {"type": "object", + "properties": {"city": {"type": "string"}}, + "required": ["city"]}}}] + + +class ToolCallingE2E(unittest.TestCase): + @classmethod + def setUpClass(cls): + cls.tmp = tempfile.TemporaryDirectory() + mock = Path(cls.tmp.name) / "mock_engine.py" + mock.write_text(MOCK_ENGINE) + mock.chmod(0o755) + cls.mock_log = Path(cls.tmp.name) / "prompts.log" + cls.mock_log.touch() + with socket.socket() as probe: # free port, then hand it to the server + probe.bind(("127.0.0.1", 0)) + cls.port = probe.getsockname()[1] + env = dict(os.environ, MOCK_LOG=str(cls.mock_log)) + cls.server = subprocess.Popen( + [sys.executable, str(SERVER), "--model", cls.tmp.name, + "--engine", str(mock), "--port", str(cls.port)], + env=env, stderr=subprocess.DEVNULL) + cls.base = f"http://127.0.0.1:{cls.port}/v1" + for _ in range(100): + try: + urllib.request.urlopen(cls.base + "/models", timeout=2) + return + except OSError: + if cls.server.poll() is not None: + raise RuntimeError("gateway exited during startup") + import time + time.sleep(0.1) + raise RuntimeError("gateway did not come up") + + @classmethod + def tearDownClass(cls): + cls.server.terminate() + cls.server.wait(timeout=5) + cls.tmp.cleanup() + + def post(self, body, stream=False): + req = urllib.request.Request( + self.base + "/chat/completions", json.dumps(body).encode(), + {"Content-Type": "application/json"}) + resp = urllib.request.urlopen(req, timeout=30) + if not stream: + return json.loads(resp.read()) + events = [] + for raw in resp: + line = raw.decode().strip() + if line.startswith("data: ") and line != "data: [DONE]": + events.append(json.loads(line[6:])) + return events + + def test_tool_call_non_stream(self): + r = self.post({"model": MODEL_ID, "tools": TOOLS, + "messages": [{"role": "user", + "content": "What is the weather in Rome?"}]}) + choice = r["choices"][0] + self.assertEqual(choice["finish_reason"], "tool_calls") + calls = choice["message"]["tool_calls"] + self.assertEqual(len(calls), 1) + self.assertEqual(calls[0]["function"]["name"], "get_weather") + self.assertEqual(json.loads(calls[0]["function"]["arguments"]), {"city": "Rome"}) + self.assertNotIn("", choice["message"].get("content") or "") + + def test_tool_call_streamed_markers_suppressed(self): + events = self.post({"model": MODEL_ID, "tools": TOOLS, "stream": True, + "messages": [{"role": "user", + "content": "What is the weather in Milan?"}]}, + stream=True) + deltas = [e["choices"][0]["delta"] for e in events if e["choices"]] + text = "".join(d.get("content") or "" for d in deltas) + self.assertNotIn("", text) + self.assertNotIn("", text) + calls = [d["tool_calls"] for d in deltas if d.get("tool_calls")] + self.assertEqual(len(calls), 1) + self.assertEqual(calls[0][0]["function"]["name"], "get_weather") + self.assertEqual(json.loads(calls[0][0]["function"]["arguments"]), + {"city": "Milan"}) + finish = [e["choices"][0]["finish_reason"] for e in events + if e["choices"] and e["choices"][0].get("finish_reason")] + self.assertEqual(finish, ["tool_calls"]) + + def test_tool_result_round_trip(self): + r = self.post({"model": MODEL_ID, "tools": TOOLS, "messages": [ + {"role": "user", "content": "What is the weather in Rome?"}, + {"role": "assistant", "content": None, "tool_calls": [ + {"id": "call_x", "type": "function", + "function": {"name": "get_weather", + "arguments": "{\"city\": \"Rome\"}"}}]}, + {"role": "tool", "tool_call_id": "call_x", + "content": "25 degrees, sunny"}]}) + choice = r["choices"][0] + self.assertEqual(choice["finish_reason"], "stop") + self.assertFalse(choice["message"].get("tool_calls")) + self.assertIn("25 degrees", choice["message"]["content"]) + rendered = self.mock_log.read_text().split("\x00")[-2] + self.assertIn("<|observation|>25 degrees, sunny", + rendered) + self.assertIn("# Tools", rendered) + self.assertIn('"get_weather"', rendered) + + def test_no_tools_plain_text(self): + r = self.post({"model": MODEL_ID, + "messages": [{"role": "user", "content": "Hi!"}]}) + choice = r["choices"][0] + self.assertEqual(choice["finish_reason"], "stop") + self.assertIn("mock engine", choice["message"]["content"]) + + +if __name__ == "__main__": + unittest.main() From 0f606bc4465df0473f39e809f9510b318708631e Mon Sep 17 00:00:00 2001 From: JustVugg Date: Sun, 19 Jul 2026 11:01:26 +0200 Subject: [PATCH 69/70] test: skip the tools e2e suite on Windows (shebang mock engine) CreateProcess cannot exec a shebang script, so the gateway exits during setUpClass on the windows CI job. The gateway logic under test is platform-independent and stays covered by the POSIX jobs. Co-Authored-By: Claude Fable 5 --- c/tests/test_openai_tools_e2e.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/c/tests/test_openai_tools_e2e.py b/c/tests/test_openai_tools_e2e.py index 3eabee1..d921843 100644 --- a/c/tests/test_openai_tools_e2e.py +++ b/c/tests/test_openai_tools_e2e.py @@ -68,6 +68,10 @@ TOOLS = [{"type": "function", "function": { "required": ["city"]}}}] +@unittest.skipUnless(os.name == "posix", + "the mock engine is a shebang script the gateway execs directly; " + "Windows CreateProcess cannot run it. The gateway logic under test " + "is platform-independent and covered by the POSIX CI jobs.") class ToolCallingE2E(unittest.TestCase): @classmethod def setUpClass(cls): From c90e2cc4382e4a7f7f48914a03a9b0c181c38694 Mon Sep 17 00:00:00 2001 From: JustVugg Date: Sun, 19 Jul 2026 11:02:31 +0200 Subject: [PATCH 70/70] =?UTF-8?q?glm:=20measured-RSS=20guard=20=E2=80=94?= =?UTF-8?q?=20the=20RAM=20budget=20enforces=20itself=20at=20the=20safe=20p?= =?UTF-8?q?oint=20(#403)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit cap_for_ram's projection is an estimate: on the GB10 (#403) long generations overshot it by ~40 GB (projected 74.4, real 115.6) and the kernel killed the engine three times. Run D of the issue proves a low cap CONTAINS the growth; this guard does that automatically, keyed on MEASURED RSS instead of the projection. At the repin safe point (no moe in flight), every ~16 emitted tokens: if RSS exceeds the resolved budget (RAM_GB/auto, or an explicit RSS_GUARD_GB ceiling), free the least-used LRU expert slabs in place and lower ecap so the cache cannot regrow. Slabs are >128 KB so glibc returns the pages to the kernel immediately -- RSS actually drops. Eviction never compacts the array: with PILOT_REAL the pilot worker holds pointers into ecache[] across its preads, so the slot stays in place with eid=-1/used=0 (first candidate for reuse); reserved slots (eid<0) are never touched and victim selection happens under g_pilot_mx. resident_bytes is left alone: LRU slots are never accounted there (only pin + dense). Co-Authored-By: Claude Fable 5 --- c/glm.c | 62 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 62 insertions(+) diff --git a/c/glm.c b/c/glm.c index 11c09a6..a3e7ab7 100644 --- a/c/glm.c +++ b/c/glm.c @@ -4924,7 +4924,68 @@ static int repin_pick(Model *m, RepinCand *out, int maxc){ } return nb; } +/* ---- RSS GUARD (#403) ----------------------------------------------------- + * La proiezione di cap_for_ram e' una STIMA: sul GB10 (#403) le generazioni + * lunghe l'hanno sforata di ~40 GB (proiettato 74.4, reale 115.6 -> 3 kill del + * kernel). La run D dell'issue prova che un cap piu' basso CONTIENE la crescita: + * questa guardia lo fa da sola, sull'RSS MISURATO invece che sul proiettato. + * Al safe point (stessa sede di repin: nessun moe in volo), ogni ~16 token + * emessi: se l'RSS supera il budget, svuota gli slot LRU meno usati e abbassa + * ecap perche' non ricrescano. Gli slab sono >128KB (mmap'd da glibc): la free + * restituisce le pagine al kernel subito, quindi l'RSS scende davvero. + * Lo slot NON viene compattato via: resta al suo posto con eid=-1/used=0 (primo + * candidato al riuso), perche' con PILOT_REAL il worker tiene puntatori dentro + * ecache[] durante i suoi pread e uno spostamento li invaliderebbe; per lo + * stesso motivo gli slot eid<0 (riservati/in caricamento) non si toccano e la + * selezione avviene sotto g_pilot_mx. resident_bytes resta invariato: gli slot + * LRU non sono mai contati li' (solo pin e densa). + * EN: evict = free the slab in place (eid=-1, used=0, never compact: PILOT_REAL + * EN: holds pointers into ecache[] across its preads), skip eid<0 reservations, + * EN: select under g_pilot_mx. RSS_GUARD_GB= forces an explicit ceiling. */ +static double g_ram_budget_gb=0; /* budget risolto, scritto da cap_for_ram */ +static uint64_t g_rssg_last=0; +static void rss_guard(Model *m){ + double lim = getenv("RSS_GUARD_GB") ? atof(getenv("RSS_GUARD_GB")) : g_ram_budget_gb; + if(lim<=0) return; + if(m->n_emit - g_rssg_last < 16) return; + g_rssg_last = m->n_emit; + double rss=rss_gb(); + if(rss <= lim*1.02+0.3) return; /* tolleranza: 2% + 300MB */ + Cfg *c=&m->c; + int64_t need=(int64_t)((rss-lim)*1e9), freed=0; int dropped=0; + for(int pass=0; pass<8 && freedn_layers && freedecache || !m->ecache[l]) continue; + pthread_mutex_lock(&g_pilot_mx); + int nn=m->ecn[l], lru=-1; + for(int z=0;zecache[l][z]; + if(cand->eid<0 || !cand->slab) continue; + if(lru<0 || cand->usedecache[l][lru].used) lru=z; + } + if(lru<0){ pthread_mutex_unlock(&g_pilot_mx); continue; } + ESlot *s=&m->ecache[l][lru]; + s->eid=-1; /* nascosto: nessun hit/evict altrui */ + pthread_mutex_unlock(&g_pilot_mx); + int64_t sb=s->slab_cap + s->fslab_cap*4; +#ifdef COLI_METAL + if(s->slab && g_metal_enabled) coli_metal_unregister(s->slab); +#endif + compat_aligned_free(s->slab); free(s->fslab); + s->slab=NULL; s->fslab=NULL; s->slab_cap=s->fslab_cap=0; + QT *q[3]={&s->g,&s->u,&s->d}; + for(int k=0;k<3;k++){ q[k]->qf=NULL; q[k]->q8=NULL; q[k]->q4=NULL; q[k]->s=NULL; } + s->used=0; /* primo candidato al riuso */ + freed += sb; dropped++; + } + if(m->ecap>2) m->ecap--; /* il tetto scende: niente ricrescita */ + } + if(dropped) + fprintf(stderr,"[RAM-GUARD] RSS %.1f GB over the %.1f GB budget (#403): " + "dropped %d cached experts, cap -> %d\n", rss, lim, dropped, m->ecap); +} static void repin_pass_limit(Model *m,int limit){ + rss_guard(m); /* #403: il budget si fa rispettare sull'RSS MISURATO */ if(g_repin<=0) return; if(m->n_emit - g_last_repin < (uint64_t)g_repin) return; g_last_repin = m->n_emit; @@ -6024,6 +6085,7 @@ static void cap_for_ram(Model *m, double ram_gb, int ebits, int max_ctx){ if(auto_b){ ram_gb = g_mem_avail_boot*0.88; /* misurata PRIMA del load: il residente gia' * allocato viene sottratto sotto, non due volte */ if(ram_gb<4){ fprintf(stderr,"[RAM] MemAvailable is unreadable or too low; assuming 8 GB\n"); ram_gb=8; } } + g_ram_budget_gb = ram_gb; /* #403: la RSS-guard usa il budget RISOLTO */ /* slack ONESTO, non forfettario (l'OOM del 2026-07-04 veniva da qui): * ws[64] slab del working-set (si materializzano TUTTI nel prefill batch-union), * KV cache a max_ctx, kvb_all della ricostruzione k/v in attention,

        + English · 繁體中文 +

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