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Documented output-head normalization, maximum-logit regularization, elastic distributed-training choices and intermediate checkpoints for bilingual language-model training, enabling training-dynamics research.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Normalization and logit regularization are adaptations with cited predecessors, not invention of normalization, z-loss, ZeRO or positional encodings. Acquire general language-model training only; medical/legal benchmark sections do not establish clinical outcomes and are outside new intake. Model sizes share one package.
Read the original work
- Baichuan 2: Open Large-scale Language Models
- Yang et al.: Baichuan2 training-stability and checkpoint resource — official research provenance
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People and systems
Aiyuan Yang; Bin Xiao; Bingning Wang; Borong Zhang; Chao Yin; Chenxu Lv; Da Pan; Dian Wang; Dong Yan; Fan Yang; Fei Deng; Feng Wang; Feng Liu; Guangwei Ai; Guosheng Dong; Haizhou Zhao; Hang Xu; Haoze Sun; Hongda Zhang; Hui Liu; Jiaming Ji; Jian Xie; Juntao Dai; Kun Fang; Lei Su; Liang Song; Lifeng Liu; Liyun Ru; Luyao Ma; Mang Wang; Mickel Liu; MingAn Lin; Nuolan Nie; Peidong Guo; Ruiyang Sun; Tao Zhang; Tianpeng Li; Tianyu Li; Wei Cheng; Weipeng Chen; Xiangrong Zeng; Xiaochuan Wang; Xiaoxi Chen; Xin Men; Xin Yu; Xuehai Pan; Yanjun Shen; Yiding Wang; Yiyu Li; Youxin Jiang; Yuchen Gao; Yupeng Zhang; Zenan Zhou; Zhiying Wu
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Yang et al.: Baichuan2 training-stability and checkpoint resource
Documented output-head normalization, maximum-logit regularization, elastic distributed-training choices and intermediate checkpoints for bilingual language-model training, enabling training-dynamics research.
Scientific scope
Normalization and logit regularization are adaptations with cited predecessors, not invention of normalization, z-loss, ZeRO or positional encodings. Acquire general language-model training only; medical/legal benchmark sections do not establish clinical outcomes and are outside new intake. Model sizes share one package.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Aiyuan Yang; Bin Xiao; Bingning Wang; Borong Zhang; Chao Yin; Chenxu Lv; Da Pan; Dian Wang; Dong Yan; Fan Yang; Fei Deng; Feng Wang; Feng Liu; Guangwei Ai; Guosheng Dong; Haizhou Zhao; Hang Xu; Haoze Sun; Hongda Zhang; Hui Liu; Jiaming Ji; Jian Xie; Juntao Dai; Kun Fang; Lei Su; Liang Song; Lifeng Liu; Liyun Ru; Luyao Ma; Mang Wang; Mickel Liu; MingAn Lin; Nuolan Nie; Peidong Guo; Ruiyang Sun; Tao Zhang; Tianpeng Li; Tianyu Li; Wei Cheng; Weipeng Chen; Xiangrong Zeng; Xiaochuan Wang; Xiaoxi Chen; Xin Men; Xin Yu; Xuehai Pan; Yanjun Shen; Yiding Wang; Yiyu Li; Youxin Jiang; Yuchen Gao; Yupeng Zhang; Zenan Zhou; Zhiying Wu
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.