quantile-advantage-entropy-safe-reasoning

Stabilize LLM reasoning training by replacing mean-based advantage baselines with K-quantile baselines, preventing both entropy collapse and explosion while improving performance on mathematical benchmarks through response-level gating and asymmetric sample weighting.

Independent GitHub snapshot · Automated classification · Original documentation governs