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automodel

automodel — What does this PR do? Add DeepSeek-V4.1-Flash full-sequence training and fine-tuning…

automodel is What does this PR do? Add DeepSeek-V4.1-Flash full-sequence training and fine-tuning support to AutoModel, including the text backbone, optional image inputs, checkpoint adaptation, sharded Engram .... It is ranked #731 on the AI Radar, in AI infra & evals, first seen 8 days ago and shared in 1 post (20.2k views).

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What people said about automodel on X

🔥DeepSeek V4.1 Flash 刚发布一天,开源社区就已经复现了他们的训练过程和全家桶! NVIDIA-NeMo刚刚有人提出了一个巨型 PR,直接加入 DeepSeek V4.1 Flash 的完整训练和微调支持。 这不是简单的推理适配,而是包括 Causal Encoder/Decoder、CSA2、mHC、Engram、MoE、视觉输入、Checkpoint 转换,以及 FSDP2 + Expert Parallelism这样的一套全家桶。 有意思的是 PR 里进一步把 V4.1 Flash 的结构扒得相当清楚: 40 层、384 个 routed experts + 1 个 shared expert,每个…

@MaxForAI, 8 days ago · 175 likes · see the post

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FAQ

What is automodel?

What does this PR do? Add DeepSeek-V4.1-Flash full-sequence training and fine-tuning support to AutoModel, including the text backbone, optional image inputs, checkpoint adaptation, sharded Engram ... It was first shared on X 8 days ago and is ranked #731 on the AI Radar.

Is automodel free?

It is open source.

Who shared automodel?

1 account on X, including @MaxForAI, in 1 post totalling 20.2k views.

Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 27.2k posts from 4.8k X accounts over the last 14 days, 1.2k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 18:08 UTC. Full method.