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Weizhe Lin · Xing Li · Zhiyuan Yang · Xiaojin Fu · Huiling Zhen · Yaoyuan Wang · Xianzhi Yu · Wulong Liu · Xiaosong Li · Mingxuan Yuan
Jinyang Du · Ruihao Gong · Linghan Ai · Zining Wang · Yunke Peng · Yao Wang · Lei YAN · wxuefei · Yaoyuan Wang · Jinyang Guo · Dahua Lin · Xianglong Liu
Training large language models (LLMs) at 4-bit precision offers substantial efficiency gains but remains challenging due to the limited dynamic range and coarse numerical resolution. Existing 4-bit training pipelines typically rely on max-scaling, which is ill-suited for heavy-tailed LLM tensor d...