一作ICLR 2026Poster
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
Zhenglin Cheng · Peng Sun · Jianguo Li · Tao Lin
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Zhenglin Cheng · Peng Sun · Jianguo Li · Tao Lin
Yongxin Guo · Wenbo Deng · Zhenglin Cheng · Xiaoying Tang
Reinforcement Learning with Verifiable Rewards (RLVR) has markedly enhanced the reasoning abilities of large language models (LLMs). Its success, however, largely depends on strong base models with rich world knowledge, yielding only modest improvements for small-size language models (SLMs). To a...