State-of-the-art Code Generation with AlphaCodium – From Prompt Engineering to Flow Engineering

AlphaCodium is an advanced open-source tool for code generation, surpassing most human competitors in code contests. It utilises a novel, iterative approach with Large Language Models (LLMs), focusing on test-based, multi-stage processes to handle complex coding challenges and edge cases effectively. This method has significantly improved the performance of LLMs in code problems, demonstrating a notable increase in accuracy and efficiency over previous models like AlphaCode​.

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