HMPO: Hybrid Median-length Policy Optimization for Chain-of-Thought Compression

Minghui Zheng, Hongxu Chen, Huimin Ren +8

Large language models achieve remarkable performance via extended chain-of-thought (CoT) reasoning, yet this lengthy process incurs substantial inference overhead. Existing CoT com…