Fine-tuning Large Language Models of Code for Automated Program Repair

This repository contains two parts, which we divided into Initial Study and Extended Study . Briefly, the Initial Study section covers LLM4APR study (Task 1-6), and the Extended Study section includes LLM4APR study (Task 7), PEFT4LLM study, and APR4LLM study.