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refactor: rename teacher/student to optimizer/target, remove best skills, fix slow update

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- Rename teacher -> optimizer, student -> target across all code, configs, docs, prompts
- CLI: --teacher_model -> --optimizer_model, --student_model -> --target_model
- Remove best_skill files, keep only initial skills
- Fix slow update gate (force write into skill)
- Fix SLOW_UPDATE marker stripping
- Remove deep_reflect and meta_reflect mechanisms
- Update .env.example with export prefix and azure_cli docs
- Add endpoint empty validation in azure_openai.py

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
This commit is contained in:
Cuzyoung
2026-05-24 19:15:03 +00:00
parent 6e165d5347
commit 4a1b984d87
70 changed files with 1083 additions and 2068 deletions
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scripts/run_searchqa.sh
+11 -14
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@@ -1,41 +1,38 @@
#!/usr/bin/env bash
# ──────────────────────────────────────────────────────────────────────────────
# ReflACT — SearchQA training launch script
# SkillOpt — SearchQA training launch script
#
# Usage:
# bash scripts/run_searchqa.sh
# bash scripts/run_searchqa.sh --data_path data/searchqa_train_2000.json
# bash scripts/run_searchqa.sh --num_epochs 2 --edit_budget 6
# bash scripts/run_searchqa.sh --split_dir /path/to/searchqa_split
# ──────────────────────────────────────────────────────────────────────────────
set -euo pipefail
# ── Paths ────────────────────────────────────────────────────────────────────
SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
PROJECT_ROOT="$(dirname "${SCRIPT_DIR}")"
# Ensure ReflACT is importable
export PYTHONPATH="${PROJECT_ROOT}:${PYTHONPATH:-}"
# ── Model configuration ─────────────────────────────────────────────────────
export TEACHER_DEPLOYMENT="${TEACHER_DEPLOYMENT:-gpt-5.5}"
export STUDENT_DEPLOYMENT="${STUDENT_DEPLOYMENT:-gpt-5.5}"
OPTIMIZER_MODEL="${OPTIMIZER_MODEL:-gpt-5.5}"
TARGET_MODEL="${TARGET_MODEL:-gpt-5.5}"
# ── Output directory ─────────────────────────────────────────────────────────
TIMESTAMP=$(date +%Y%m%d_%H%M%S)
DEFAULT_OUT_ROOT="${PROJECT_ROOT}/outputs/skillopt_searchqa_${STUDENT_DEPLOYMENT}_${TIMESTAMP}"
DEFAULT_OUT_ROOT="${PROJECT_ROOT}/outputs/skillopt_searchqa_${TARGET_MODEL}_${TIMESTAMP}"
# ── Run ──────────────────────────────────────────────────────────────────────
echo "============================================================"
echo " ReflACT — Reflective Agent Tuning (SearchQA)"
echo " SkillOpt — SearchQA Training"
echo "============================================================"
echo " Teacher: ${TEACHER_DEPLOYMENT}"
echo " Student: ${STUDENT_DEPLOYMENT}"
echo " Optimizer: ${OPTIMIZER_MODEL}"
echo " Target: ${TARGET_MODEL}"
echo "============================================================"
cd "${PROJECT_ROOT}"
python scripts/train.py \
--config configs/searchqa_default.yaml \
--config configs/searchqa/default.yaml \
--optimizer_model "${OPTIMIZER_MODEL}" \
--target_model "${TARGET_MODEL}" \
--out_root "${DEFAULT_OUT_ROOT}" \
"$@"