feat(slow-update): add config-controlled gated / force-injected modes
Add optimizer.slow_update_gate_with_selection to control how epoch-boundary slow-update guidance is applied: - false (default): force-injected - inject guidance into current & best unconditionally (unchanged behavior). - true: gated - evaluate the slow-update candidate on the selection set and accept/reject via the same validation gate as step-level updates (logic follows the SkillReflection ablation). Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
This commit is contained in:
@@ -41,14 +41,6 @@ def run_meta_skill(
|
||||
"""Produce updated optimizer-side meta skill from adjacent epochs."""
|
||||
actual_system = system_prompt if system_prompt is not None else load_prompt("meta_skill")
|
||||
|
||||
prev_skill_display = prev_skill
|
||||
if len(prev_skill_display) > 6000:
|
||||
prev_skill_display = prev_skill_display[:6000] + "\n...[truncated]..."
|
||||
|
||||
curr_skill_display = curr_skill
|
||||
if len(curr_skill_display) > 6000:
|
||||
curr_skill_display = curr_skill_display[:6000] + "\n...[truncated]..."
|
||||
|
||||
prev_meta_section = (
|
||||
prev_meta_skill_content.strip()
|
||||
if prev_meta_skill_content and prev_meta_skill_content.strip()
|
||||
@@ -57,8 +49,8 @@ def run_meta_skill(
|
||||
|
||||
comparison_text = format_comparison_text(comparison_pairs)
|
||||
user = (
|
||||
f"## Previous Epoch Last-Step Skill\n{prev_skill_display}\n\n"
|
||||
f"## Current Epoch Last-Step Skill\n{curr_skill_display}\n\n"
|
||||
f"## Previous Epoch Last-Step Skill\n{prev_skill}\n\n"
|
||||
f"## Current Epoch Last-Step Skill\n{curr_skill}\n\n"
|
||||
f"## Previous Optimizer Meta Skill\n"
|
||||
f"The following optimizer memory was available during the current epoch. "
|
||||
f"Reflect on whether it improved or harmed the quality of edits.\n\n"
|
||||
@@ -71,7 +63,7 @@ def run_meta_skill(
|
||||
response, _ = chat_optimizer(
|
||||
system=actual_system,
|
||||
user=user,
|
||||
max_completion_tokens=3072,
|
||||
max_completion_tokens=16384,
|
||||
retries=3,
|
||||
stage="meta_skill",
|
||||
)
|
||||
|
||||
Reference in New Issue
Block a user