mini-judge 0.3.0

No project description provided

mini-judge

Simple implementation of LLM-As-Judge for pairwise evaluation of Q&A models.

Usage

Install the package using pip: pip install mini-judge

Then, you can use the package as follows. First, set the OPENAI_API_KEY environment variable to your OpenAI API key. Then, you can run the following command to evaluate the candidate answers in candidate_answers_path against the reference answers in ref_answers_path using judge_model as the judge model.

mini-judge \
--judge_model <judge_model> \
--questions_path <questions_path> \
--candidate_answers_path <candidate_answers_path> \
--ref_answers_path <ref_answers_path> \
--output_path <output_path>

To run a quick demo, use the following command to evaluate the candidate answers in example_data/candidate_answers.jsonl against the reference answers in example_data/ref_answers.jsonl using GPT-4 as the judge model.

mini_judge --output_path <output_path>