GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs

Kai Yang, Jingwei Xu, Wanyu Wang +4

On-policy rollout methods such as GRPO are central to post-training of large language models, yet they frequently suffer from training instabilities, cross-task capability degradat…