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

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 14 қазан
**Author:** PyTorch
**Source:** YouTube — PyTorch Official
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/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 бастапқы дереккөзден алынған: **YouTube — PyTorch Official**
> [Толық мәтінді YouTube — PyTorch Official сайтында оқу](https://www.youtube.com/watch?v=Nat_rSN--44)

**Тегтер:** #Papers with Code #YouTube

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