Project: LLM as Judge for Evals Braintrust
Description
In this project, you will create a system where a Large Language Model (LLM) evaluates and provides feedback on various submissions, acting as a judge. This project will help you understand how to use LLMs for evaluation and feedback generation.Project Prompt
- Develop a system that uses an LLM to evaluate submissions and provide detailed feedback.
- Implement features for scoring, qualitative feedback, and suggestions for improvement.
- Create a user-friendly interface for submitting entries and viewing feedback.
- Integrate the system with existing platforms (e.g., evaluation systems, competitions).
Getting Started
- Choose a suitable LLM for evaluation and feedback generation (e.g., GPT-3).
- Set up a backend service to handle submission processing and feedback generation.
- Develop the frontend interface for submitting entries and viewing feedback.
- Implement features for scoring, qualitative feedback, and improvement suggestions.
- Test the system with various types of submissions to ensure accuracy and usefulness.