feat(ssot): High-Fidelity SSoT Implementation for Diversity-Aware Evolution#45

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RUFFY-369 wants to merge 16 commits into

NousResearch:mainfrom

RUFFY-369:feat/ssot-dag

Commits on Apr 27, 2026

feat(ssot): implement diversity-aware generation with vLLM APC optimization
RUFFY-369
committed

Commits on Apr 28, 2026

fix(evolution): resolve thread-safety issues in parallel dataset generation
RUFFY-369
committed
chore(evolution): relax SSoT schema constraints for better model compatibility
RUFFY-369
committed
refactor(evolution): transition SSoT to flat signature for universal model compatibility
RUFFY-369
committed
refactor(evolution): implement minimalist SSoT for sub-1B model stability
RUFFY-369
committed
feat(evolution): implement bounded parallelism and safety rails for production stability
RUFFY-369
committed
feat(evolution): implement few-shot anchoring for sub-1B model stability
RUFFY-369
committed
fix(evolution): ultra-harden generation against repetition loops and fix GEPA init
RUFFY-369
committed
fix(evolution): update skill_fitness_metric signature for GEPA compatibility
RUFFY-369
committed
fix(evolution): finalize GEPA config and implement low-data guard for stable optimization
RUFFY-369
committed
fix(evolution): enable GEPA reflection and satisfy budget requirements
RUFFY-369
committed
fix(evolution): increase token budget and enforce greedy decoding for complex skills
RUFFY-369
committed
fix(evolution): implement instruction reinforcement for large-skill processing on 3B models
RUFFY-369
committed
fix(evolution): implement smart truncation and debug logging for large-skill processing
RUFFY-369
committed
fix(evolution): restore missing imports and implement aggressive loop prevention
RUFFY-369
committed
fix(evolution): consolidate all imports to global scope to prevent NameErrors
RUFFY-369
committed

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feat(ssot): High-Fidelity SSoT Implementation for Diversity-Aware Evolution#45

feat(ssot): High-Fidelity SSoT Implementation for Diversity-Aware Evolution#45
RUFFY-369 wants to merge 16 commits into
NousResearch:mainfrom
RUFFY-369:feat/ssot-dag

Commits on Apr 27, 2026

feat(ssot): implement diversity-aware generation with vLLM APC optimization

Commits on Apr 28, 2026

fix(evolution): resolve thread-safety issues in parallel dataset generation

chore(evolution): relax SSoT schema constraints for better model compatibility

refactor(evolution): transition SSoT to flat signature for universal model compatibility

refactor(evolution): implement minimalist SSoT for sub-1B model stability

feat(evolution): implement bounded parallelism and safety rails for production stability

feat(evolution): implement few-shot anchoring for sub-1B model stability

fix(evolution): ultra-harden generation against repetition loops and fix GEPA init

fix(evolution): update skill_fitness_metric signature for GEPA compatibility

fix(evolution): finalize GEPA config and implement low-data guard for stable optimization

fix(evolution): enable GEPA reflection and satisfy budget requirements

fix(evolution): increase token budget and enforce greedy decoding for complex skills

fix(evolution): implement instruction reinforcement for large-skill processing on 3B models

fix(evolution): implement smart truncation and debug logging for large-skill processing

fix(evolution): restore missing imports and implement aggressive loop prevention

fix(evolution): consolidate all imports to global scope to prevent NameErrors