Prometheus Result

This repository contains the results of running Prometheus Automatic Program Repair Agent using multiple large language models (including GPT-4o and others) for automatic program repair.

Features

• Automatic bug repair for multiple programming languages
• Multi-model patch generation for higher robustness
• High-quality repair suggestions leveraging state-of-the-art LLMs

Usage

1. Clone this repository.

2. Log format requirement: When uploading, ensure that log files follow the naming format:

   instance_id.log
   

   For example:

   astropy__astropy-12907.log
   django__django-10914.log
   

3. If your logs are not in this format, you can use the provided reformat.py script to automatically rename them.

Requirements

• Python 3.11+
• Prometheus
• Access to supported large language models (e.g., OpenAI GPT-4o, Claude, DeepSeek, etc.)

Acknowledgements

• Prometheus
• OpenAI, Anthropic, DeepSeek, and other model providers