DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Editorial record

Plain-language summary

Fully open-sources a large-scale RLVR system and names four techniques (decoupled clipping, dynamic sampling, token-level loss, overlong-reward shaping) that make reproducible reasoning-RL training work.