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FasterPy is a framework that optimizes the execution efficiency of Python code generated by large language models by combining retrieval augmented generation with low-rank fine-tuning. It uses a knowledge base of over 60,000 entries and an improved PIE benchmarking program to evaluate and enhance code performance.
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