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deepspeedai/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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Owner	deepspeedai
License (as declared)	Apache-2.0
Stars	43,229
Forks	5,039
Main language	Python
Created	23 January 2020
Last updated at source	15 October 2026

pythonbillion-parameterscompressiondata-parallelismdeep-learninggpuinferencemachine-learningmixture-of-expertsmodel-parallelismpipeline-parallelismpytorchtrillion-parameterszero

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