Open LLM Leaderboard Results PR Opener

What is Open LLM Leaderboard Results PR Opener ?

The Open LLM Leaderboard Results PR Opener is a tool designed to streamline the process of adding benchmark results to model cards from the Open LLM Leaderboard. It automates the creation of pull requests (PRs) to update model cards with the latest performance metrics, making it easier to maintain accurate and up-to-date information.

Features

• Automated PR Creation: Automatically generates pull requests to update model cards with benchmark results. • Benchmark Data Retrieval: Retrieves the latest results directly from the Open LLM Leaderboard. • Data Validation: Ensures the accuracy and consistency of the benchmark data being added. • Template Support: Provides templates for consistent formatting of benchmark results in model cards. • Integration with Model Cards: Designed to work seamlessly with the existing model card structure.

How to use Open LLM Leaderboard Results PR Opener ?

1. Install the Tool: Set up and install the Open LLM Leaderboard Results PR Opener in your environment.
2. Check the Leaderboard: Review the Open LLM Leaderboard to identify the models and results you want to update.
3. Configure the Tool: Input the model name, benchmark results, and any other required details.
4. Run the Command: Execute the command to generate the pull request with the updated results.
5. Review and Submit: Review the generated PR for accuracy and submit it to the appropriate repository.

Frequently Asked Questions

What models are supported by Open LLM Leaderboard Results PR Opener?
The tool supports all models listed on the Open LLM Leaderboard. It is compatible with any model card that follows the standard format for benchmark results.

How does the tool retrieve benchmark results?
The tool directly pulls the latest results from the Open LLM Leaderboard, ensuring that the data is up-to-date and accurate.

What if the pull request doesn’t update the model card automatically?
If the PR doesn’t update the model card, check the repository permissions and ensure the tool is properly configured. If issues persist, manually review and merge the PR.