mirror of
https://github.com/xai-org/grok-1.git
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66 lines
3.1 KiB
Markdown
66 lines
3.1 KiB
Markdown
# Grok-1
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This repository contains JAX example code for loading and running the Grok-1 open-weights model.
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Make sure to download the checkpoint and place `ckpt-0` directory in `checkpoint`.
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Then, run
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```shell
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pip install -r requirements.txt
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python run.py
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```
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to test the code.
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The script loads the checkpoint and samples from the model on a test input.
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Due to the large size of the model (314B parameters), a machine with enough GPU memory is required to test the model with the example code.
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The implementation of the MoE layer in this repository is not efficient. The implementation was chosen to avoid the need for custom kernels to validate the correctness of the model.
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# Downloading the weights
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You can download the weights using a torrent client and this magnet link:
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```
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magnet:?xt=urn:btih:5f96d43576e3d386c9ba65b883210a393b68210e&tr=https%3A%2F%2Facademictorrents.com%2Fannounce.php&tr=udp%3A%2F%2Ftracker.coppersurfer.tk%3A6969&tr=udp%3A%2F%2Ftracker.opentrackr.org%3A1337%2Fannounce
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```
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# Contributors
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Thanks goes to these wonderful contributors ([emoji key](https://allcontributors.org/docs/en/emoji-key) following [all-contributors](https://github.com/all-contributors/all-contributors) specification):
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<table>
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<tbody>
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<tr>
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<td align="center"><a href="https://github.com/ibab"><img src="https://avatars.githubusercontent.com/ibab?v=4&s=100" width="100px;" alt="ibab"/><br /><sub><b>ibab</b></sub></a><br />
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<a href="https://github.com/xai-org/grok-1/commits?author=ibab" title="Code">💻</a>
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<a href="https://github.com/xai-org/grok-1/commits?author=ibab" title="Documentation">📖</a>
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<a href="#infra-ibab" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a>
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<a href="#maintenance-ibab" title="Maintenance">🚧</a>
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<a href="#ideas-ibab" title="Ideas & Planning">🤔</a>
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<a href="#review-ibab" title="Reviewed Pull Requests">👀</a>
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<a href="#tool-ibab" title="Tools">🔧</a>
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<a href="#test-ibab" title="Tests">⚠️</a>
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<a href="#research-ibab" title="Research">🔬</a>
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</td>
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<td align="center"><a href="https://github.com/TobyPDE"><img src="https://avatars.githubusercontent.com/TobyPDE?v=4&s=100" width="100px;" alt="TobyPDE"/><br /><sub><b>TobyPDE</b></sub></a><br />
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<a href="https://github.com/xai-org/grok-1/commits?author=TobyPDE" title="Code">💻</a>
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<a href="#review-TobyPDE" title="Reviewed Pull Requests">👀</a>
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<a href="#bug-TobyPDE" title="Bug reports">🐛</a>
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<a href="#ideas-TobyPDE" title="Ideas & Planning">🤔</a>
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<a href="#maintenance-TobyPDE" title="Maintenance">🚧</a>
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<a href="#test-TobyPDE" title="Tests">⚠️</a>
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<a href="#doc-TobyPDE" title="Documentation">📖</a>
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<a href="#security-TobyPDE" title="Security">🛡️</a>
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</td>
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</tr>
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</tbody>
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</table>
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Contributions from those not on the research team are welcome.
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# License
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The code and associated Grok-1 weights in this release are licensed under the
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Apache 2.0 license. The license only applies to the source files in this
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repository and the model weights of Grok-1.
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