Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs

Benchmark Model Rank Results
mathematical-reasoning-on-aime-2025Qwen2.5-Math-7B with DAPO (High-KL boost)–Accuracy: 20.0
mathematical-reasoning-on-aime24Qwen2.5-Math-7B with DAPO (High-KL boost)–Acc: 36.74