semvec/pypi-packages huggingface dataset:
jaxonnxruntime 0.3.0
Jaxonnxruntime: JAX based ONNX Runtime.

# JAX ONNX Runtime

JAX ONNX Runtime is a robust and user-friendly tool chain that enables the seamless execution of ONNX models using JAX as the backend.

More specifically, this tool chain has the abilities:

- ONNX Model Conversion: Converts ONNX models into JAX format modules. Tested on popular large language models including GPT-2, BERT, and LLaMA.

- Hardware Acceleration: Enable the jit mode of the converted JAX modules, which accelerates execution on GPU and/or TPU.

- Compatibility with JAX ecosystem: E.g., export models by Orbax, and serve the saved models by Tensorflow Serving system.

## Get Started

- We follow most of the interface definitions by `onnx.backend` [here](https://onnx.ai/onnx/api/backend.html).

- Please check a brief example on model conversion and forward calling in [`examples/imagenet/imagenet_main.py`](https://github.com/google/jaxonnxruntime/blob/main/examples/imagenet/imagenet_main.py).

## Contributions and Discussions

We believe that collaboration is the key to building remarkable software, and we wholeheartedly welcome contributions from developers like you.
You can make a real impact and help shape the future of our project with contributions such as
[implementing new operators](https://github.com/google/jaxonnxruntime/blob/main/docs/adding_a_new_op.rst) and increasing support for more ML models.

Our contributors will have a chance to earn [Google Open Source Peer Bonus](https://opensource.google/documentation/reference/growing/peer-bonus), so that your valuable contributions won't go unnoticed.
Your hard work will be rewarded both by the community and by Google.
Together, let's create an amazing library and foster a supportive environment for open-source enthusiasts.

Thank you for taking the time to contribute! Please see [the contribution guidelines](https://github.com/google/jaxonnxruntime/blob/main/contributing.md).

## License

This project is licensed under the [Apache License](https://github.com/google/jaxonnxruntime/blob/main/LICENSE).