triton-copilot 0.1.5

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Triton-Server Co-Pilot

Triton-Server Co-Pilot is an innovative tool designed to streamline the process of converting any model code into Triton-Server compatible code, simplifying deployment on NVIDIA Triton Inference Server. This project automatically generates necessary configuration files (config.pbtxt) and custom wrapper code (model.py), among others, facilitating seamless integration and deployment of AI models in production environments.

Features and Benefits

• Automatic Code Conversion: Convert your model code into Triton-Server compatible code.
• Configuration File Generation: Automatically generates config.pbtxt files tailored to your specific model requirements.

Prerequisites

• Your model code ready for conversion

Installation

1. Clone the Triton-Server Co-Pilot repository:

   git clone https://github.com/inferless/triton-copilot.git
   cd triton-copilot
   poetry build
   pip3 install ./dist/triton_copilot-0.1.0-py3-none-any.whl --force-reinstall 
   

6. File Structure

## File Structure

- `config.pbtxt`: Configuration file for Triton Server, specifying model parameters.
- `model.py`: Custom wrapper code for your model, ensuring compatibility with Triton Server.

Contributing

Contributions to Triton-Server Co-Pilot are welcome! Please refer to our contribution guidelines for more information on how to submit issues, make pull requests, and more.

License

This project is licensed under the MIT License. See the LICENSE file for more details.

Contact

For support or queries, please contact us at [[e-mail]].