Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training

Benchmark Model Rank Results
mathematical-reasoning-on-aime24Qwen3-1.7B (student) via two-stage bridge from RL-trained Qwen3-8B teacher–Acc: 25.2