# DeepSpeed Examples

If you are looking for examples using DeepSpeed please see the following resources:

1. [DeepSpeedExamples](https://github.com/microsoft/DeepSpeedExamples)
2. [Megatron-DeepSpeed](https://github.com/microsoft/Megatron-DeepSpeed)
3. [DeepSpeed + AzureML](https://github.com/Azure/azureml-examples/tree/main/v1/python-sdk/workflows/train/deepspeed)
4. [DeepSpeed + Hugging Face Transformers Integration](https://huggingface.co/docs/transformers/main_classes/deepspeed)
5. [DeepSpeed + PyTorch Lightning](https://lightning.ai/docs/pytorch/stable/api/lightning.pytorch.utilities.deepspeed.html)