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DeepSpeed

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

  • deep-learning
  • pytorch
  • gpu
  • machine-learning
  • billion-parameters
  • data-parallelism
  • model-parallelism
  • inference
  • pipeline-parallelism
  • compression
  • mixture-of-experts
  • trillion-parameters
  • zero
View on GitHub
Stars
43,206
Forks
5,031
+ today
+1
Created
6y

Ranking data as of October 7, 2026 (UTC).

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Overview

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. It ranks #2307 on GitTiger, gaining +1 star on October 7, 2026 (UTC).

The project is written in Python and has 5,031 forks. It was created 6y ago.

Installation
git clone https://github.com/deepspeedai/DeepSpeed.git
cd DeepSpeed
# see README for setup