QuRL: Efficient Reinforcement Learning with Quantized Rollout

Yuhang Li, Reena Elangovan, Xin Dong +2

Reinforcement learning with verifiable rewards (RLVR) has become a trending paradigm for training reasoning large language models (LLMs). However, due to the autoregressive decodin…