# DeepSpeed Is Not Just ZeRO: Tensor, Sequence, and Expert Parallelism with ZeRO-Level Usability

> 全文为英语

**Published:** 2026年10月14日
**Author:** PyTorch
**Source:** YouTube — PyTorch Official
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/deepspeed-is-not-just-zero-tensor-sequence-and-expert-parallelism-with-z

Hi, I'm Masahiro. I speak at PyTorch Conference North America. You think DeepSpeed is only good for zero and its usability but training stupid? That's not true. With recent great updates like highly optimized expert roller, DeepSpeed now matches other state-of-the-art frameworks…

> 内容来自原始来源： **YouTube — PyTorch Official**
> [在 YouTube — PyTorch Official 阅读全文](https://www.youtube.com/watch?v=Nat_rSN--44)

**标签：** #Papers with Code #YouTube

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