SAPO: A Stable and Performant Reinforcement Learning Method for Training Large Language Models

A new reinforcement learning method called SAPO (Soft Adaptive Policy Optimization) is introduced for training large language models, replacing hard clipping with a smooth, temperature-controlled gating function to improve stability and performance.