Shypd.aiThe largest open index of AI toolsKimi-Dev is an open-source coding LLM for software engineering tasks, achieving state-of-the-art performance on SWE-bench Verified among open-source models. It is optimized via large-scale reinforcement learning to autonomously patch real repositories.
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Kimi-Dev is an open-source coding Large Language Model (LLM) specifically designed for software engineering tasks, developed by MoonshotAI. It has demonstrated state-of-the-art performance on SWE-bench Verified, surpassing other open-source models with a 60.4% achievement rate. The model, Kimi-Dev-72B, is optimized through large-scale reinforcement learning, enabling it to autonomously patch real repositories within Docker environments. It gains rewards only when the entire test suite passes, ensuring the generation of correct and robust solutions that align with real-world development standards. Kimi-Dev is available for download and deployment on Hugging Face and GitHub, inviting developers and researchers to explore its capabilities and contribute to its ongoing development. Its framework includes file localization to identify key files for modification and precise code editing for bug fixes or unit test insertions.
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