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</div>



# Welcome to ⚡ Lightning Thunder

**Thunder makes PyTorch models Lightning fast.**
**Thunder makes PyTorch models Lightning fast.**

Thunder is a source-to-source compiler for PyTorch. It makes PyTorch programs faster by combining and using different hardware executors at once (ie: nvFuser, torch.compile, cuDNN, and TransformerEngine FP8).
Thunder is a source-to-source compiler for PyTorch. It makes PyTorch programs faster by combining and using different hardware executors at once (ie: nvFuser, torch.compile, cuDNN, and TransformerEngine FP8).

Works on single accelerators and in multi-GPU settings.
Works on single accelerators and in multi-GPU settings.
Thunder aims to be usable, understandable, and extensible.

## Performance
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# install thunder
pip install lightning-thunder
```

<details>
<summary>Advanced install options</summary>
<!-- following section will be skipped from PyPI description -->
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```

### Install to tinker and contribute

Install this way to tinker with the internals and contribute:

```bash
pip install -e .
```

</details>
<!-- end skipping PyPI description -->

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