Unsloth Dynamic 2.0 achieves superior accuracy & outperforms other leading quants. Introducing Kimi Dev: A Strong and Open source Coding LLM for Issue Resolution Kimi Dev Team 📄 Tech Report (Coming soon...) 📄 Github We introduce Kimi Dev 72B, our new open source coding LLM for software engineering tasks. Kimi Dev 72B achieves a new state of the art on SWE bench Verified among open source models. Kimi Dev 72B achieves 60.4% performance on SWE bench Verified. It surpasses the runner up, setting a new state of the art result among open source models. Kimi Dev 72B is optimized via large scale reinforcement learning. It autonomously patches real repositories in Docker and gains rewards only when the entire test suite passes. This ensures correct and robust solutions, aligning with real world development standards. Kimi Dev 72B is available for download and deployment on Hugging Face and GitHub. We welcome developers and researchers to explore its capabilities and contribute to development. Performance of Open source Models on SWE bench Verified. Quick Start Citation
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