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Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
17 June 2025
Ling Team
Bin Hu
Cai Chen
Deng Zhao
Ding Liu
dingnan jin
Feng Zhu
Hao Dai
Hongzhi Luan
Jia Guo
Jiaming Liu
J. 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
X. Yan
Xiaopei Wan
Xiaoyun Feng
Xin Zhao
Xinxing Yang
Xinyu Kong
Xuemin Yang
Yang Li
Y. Wu
Y. Liu
Zhankai Xu
Zhenduo Zhang
Zhenglei Zhou
Zhenyu Huang
Zhiqiang Zhang
Zihao Wang
Zujie Wen
OffRL
MoE
ALM
LRM
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HuggingFace (9 upvotes)
Papers citing
"Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs"
5 / 5 papers shown
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Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model
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263
5
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PromptCoT 2.0: Scaling Prompt Synthesis for Large Language Model Reasoning
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176
1
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24 Sep 2025
Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization
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11 Aug 2025
Agentar-Fin-R1: Enhancing Financial Intelligence through Domain Expertise, Training Efficiency, and Advanced Reasoning
Yanjun Zheng
Xiyang Du
Longfei Liao
Xiaoke Zhao
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...
Xiang Qi
Zhe Li
Zhiqiang Zhang
Wei Wang
Peng Zhang
AIFin
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343
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22 Jul 2025
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