§ feed · storyline
Can GRPO be 10x Efficient? Kwai AI’s SRPO Suggests Yes with SRPO
Kwai AI releases SRPO, a two-stage reinforcement learning framework that reduces LLM post-training steps by 90% while matching DeepSeek-R1 on math and code benchmarks.
Kwai AI's SRPO framework slashes LLM RL post-training steps by 90% while matching DeepSeek-R1 performance in math and code. This two-stage RL approach with history resampling overcomes GRPO limitations.
Can GRPO be 10x Efficient? Kwai AI’s SRPO Suggests Yes with SRPO first appeared on Synced.
§ sources1 publication · timeline below