Using only 1,000 fine-tuning examples with full fine-tuning improves the number of plausible repairs by up to 78%, and iterative generation strategies help base models most on complex benchmarks like Defects4J.
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The Art of Repair: Optimizing Iterative Program Repair with Instruction-Tuned Models
Using only 1,000 fine-tuning examples with full fine-tuning improves the number of plausible repairs by up to 78%, and iterative generation strategies help base models most on complex benchmarks like Defects4J.