DeepSpeed Examples

This repository contains various example models that use DeepSpeed for training and inference.

Inference Examples

The DeepSpeed Huggingface inference README explains how to get started with running DeepSpeed Huggingface inference examples.

Training Examples

There are several trianing examples in this repository. Please see the individual folders.

Note on Megatron examples

Please use the latest Megatron-DeepSpeed fork instead of the deprecated/old megatron forks in the megatron folder.

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.