What is recorded here?
Combined loss-balancing changes, multi-token prediction, FP8 training and pipeline communication overlap in a large mixture-of-experts model.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
MLA and DeepSeekMoE are inherited from earlier work, not new V3 inventions. Reported training GPU hours are not the entire research project's cost. Pinned revision appeared in 2025; original release was 2024.
Read the original work
- DeepSeek-V3 Technical Report
- DeepSeek-AI: DeepSeek-V3 efficient mixture-of-experts training system — official research record
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
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. The recorded author list is incomplete.
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English catalogue narrative
DeepSeek-AI: DeepSeek-V3 efficient mixture-of-experts training system
Combined loss-balancing changes, multi-token prediction, FP8 training and pipeline communication overlap in a large mixture-of-experts model.
Scientific scope
MLA and DeepSeekMoE are inherited from earlier work, not new V3 inventions. Reported training GPU hours are not the entire research project's cost. Pinned revision appeared in 2025; original release was 2024.
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
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.