"Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning ..."

Ling Team et al. (2025)

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DOI: 10.48550/ARXIV.2506.14731

access: open

type: Informal or Other Publication

metadata version: 2025-07-10

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Ling Team, Bin Hu, Cai Chen, Deng Zhao, Ding Liu, Dingnan Jin, Feng Zhu, Hao Dai, Hongzhi Luan, Jia Guo, Jiaming Liu, Jiewei Wu, Jun Mei, Jun Zhou, Junbo Zhao, Junwu Xiong, Kaihong Zhang, Kuan Xu, Lei Liang, Liang Jiang, Liangcheng Fu, Longfei Zheng, Qiang Gao, Qing Cui, Quan Wan, Shaomian Zheng, Shuaicheng Li, Tongkai Yang, Wang Ren, Xiaodong Yan, Xiaopei Wan, Xiaoyun Feng, Xin Zhao, Xinxing Yang, Xinyu Kong, Xuemin Yang, Yang Li, Yingting Wu, Yongkang Liu, Zhankai Xu, Zhenduo Zhang, Zhenglei Zhou, Zhenyu Huang, Zhiqiang Zhang, Zihao Wang, Zujie Wen:
Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs. CoRR abs/2506.14731 (2025)

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