Python Apache-2.0

DeepSpeedExamples

Example models using DeepSpeed

D

deepspeedai

Dernière activité 27 sept. 2026
deepspeedai/DeepSpeedExamples

6,8 k

étoiles

1,1 k

forks

327

issues ouvertes

Ce README est souvent en anglais.

DeepSpeed Examples

This repository contains various examples including training, inference, compression, benchmarks, and applications that use DeepSpeed.

1. Applications

This folder contains end-to-end applications that use DeepSpeed to train and use cutting-edge models.

2. Training

There are several training and finetuning examples so please see the individual folders for specific instructions.

3. Inference

  • The DeepSpeed-MII inference README explains how to get started with running model inference with DeepSpeed-MII and DeepSpeed-FastGen.
  • The DeepSpeed Huggingface inference README explains how to get started with running DeepSpeed Huggingface inference examples.

4. Compression

Model compression examples.

5. Benchmarks

All benchmarks that use the DeepSpeed library are maintained in this folder.

Build Pipeline Status

Description Status
Integrations nv-ds-chat

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

Projets similaires

Models and examples built with TensorFlow

Python
Ttensorflow
77,7 k étoiles44,8 k

DSPy: The framework for programming—not prompting—language models

Python
Sstanfordnlp
38,4 k étoiles3,4 k

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

Pythonbillion-parameterscompressiondata-parallelism
Ddeepspeedai
43,2 k étoiles5 k