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[2412.19437] DeepSeek-V3 Technical Report

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2026-07-21 09:42:37
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本页的公开 Whisper

划选高亮2026-07-23 13:27:24
原文高亮摘录
arXivLabs is a framework that allows collaborators to develop and share new arXiv features
Whisper 随想笔记
Sounds like a nice idea, but will it actually lead to useful features or just clutter?
划选高亮2026-07-23 13:18:24
原文高亮摘录
arXivLabs is a framework that allows collaborators to develop and share new arXiv features
Whisper 随想笔记
Interesting, but who actually gets to be a 'collaborator' here?
划选高亮2026-07-23 10:24:24
原文高亮摘录
a strong Mixture-of-Experts (MoE) language model with 671B total parameters
Whisper 随想笔记
2.788M H800 hours for that size? My cluster would melt trying that.
划选高亮2026-07-23 10:15:24
原文高亮摘录
a strong Mixture-of-Experts (MoE) language model with 671B total parameters
Whisper 随想笔记
Wait, so MoE means most of those 671B params are just sitting idle?
划选高亮2026-07-23 10:06:24
原文高亮摘录
a strong Mixture-of-Experts (MoE) language model with 671B total parameters
Whisper 随想笔记
Honestly, 671B feels like overkill when you only use 37B per token.
划选高亮2026-07-21 13:03:37
原文高亮摘录
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website
Whisper 随想笔记
Cool, but I bet the review process is gonna be a pain to get anything in.
划选高亮2026-07-21 12:54:37
原文高亮摘录
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website
Whisper 随想笔记
So they're basically letting random devs build stuff right into the site?
划选高亮2026-07-21 10:00:37
原文高亮摘录
a strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token
Whisper 随想笔记
Training on 14.8T tokens with that few GPU hours is insane, my last model needed more for a fraction of that.
划选高亮2026-07-21 09:51:37
原文高亮摘录
a strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token
Whisper 随想笔记
Mixture-of-Experts keeps getting bigger, wonder if it's just a trick to inflate parameter counts.
划选高亮2026-07-21 09:42:37
原文高亮摘录
a strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token
Whisper 随想笔记
671B params but only 37B active, that's like having a huge team but only a few show up to work.

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