What is recorded here?
Introduced fine-grained expert segmentation and shared experts for sparse language models, reporting improved expert specialization and efficiency.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The paper studies specified DeepSeekMoE models and comparisons; it is distinct from later DeepSeek-V2/R1 and not the invention of MoE.
Read the original work
- Dai and colleagues: DeepSeekMoE expert specialization — original paper
- Dai and colleagues: DeepSeekMoE expert specialization — official company source
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Damai Dai; Chengqi Deng; Chenggang Zhao; R. X. Xu; Huazuo Gao; Deli Chen; Jiashi Li; Wangding Zeng; Xingkai Yu; Y. Wu; Zhenda Xie; Y. K. Li; Panpan Huang; Fuli Luo; Chong Ruan; Zhifang Sui; Wenfeng Liang
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.
Research locations and affiliations
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English catalogue narrative
Dai and colleagues: DeepSeekMoE expert specialization
Introduced fine-grained expert segmentation and shared experts for sparse language models, reporting improved expert specialization and efficiency.
Scientific scope
The paper studies specified DeepSeekMoE models and comparisons; it is distinct from later DeepSeek-V2/R1 and not the invention of MoE.
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
Damai Dai; Chengqi Deng; Chenggang Zhao; R. X. Xu; Huazuo Gao; Deli Chen; Jiashi Li; Wangding Zeng; Xingkai Yu; Y. Wu; Zhenda Xie; Y. K. Li; Panpan Huang; Fuli Luo; Chong Ruan; Zhifang Sui; Wenfeng Liang
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.