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

> Полный текст доступен на английском

**Published:** 14 октября 2026 г.
**Author:** PyTorch
**Source:** YouTube — PyTorch Official
**Language:** en-US
**HTML:** https://aiqazaqstan.com/ru/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…

> Материал агрегирован из первоисточника: **YouTube — PyTorch Official**
> [Читать полностью в YouTube — PyTorch Official](https://www.youtube.com/watch?v=Nat_rSN--44)

**Теги:** #Papers with Code #YouTube

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