CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs
Yongcheng Zeng · Zexu Sun · Bokai Ji · Erxue Min · Hengyi Cai · Shuaiqiang Wang · Dawei Yin · Haifeng Zhang · Xu Chen · Jun Wang
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Yongcheng Zeng · Zexu Sun · Bokai Ji · Erxue Min · Hengyi Cai · Shuaiqiang Wang · Dawei Yin · Haifeng Zhang · Xu Chen · Jun Wang
Zexu Sun · Yongcheng Zeng · Erxue Min · Heyang Gao · Bokai Ji · Dugang Liu · Xing Tang · xiuqiang He · Xu Chen
Contemporary progress in Large Language Models (LLMs) has revealed notable inferential capacities via reinforcement learning (RL) employing verifiable rewards. However, “zero-RL” approaches relying on fixed prompt templates introduce substantial sampling inefficiencies for weak LLMs, as most prob...
Xinyu Cui · Fei Han · Hang Xu · Yongcheng Zeng · Luoyang Sun · Ruizhi Zhang · Jian Zhao · Haifeng Zhang · Weikun Li · Hao Chen · Jun Wang · Dixia Fan