FrogMini-14B-2510 is a 14 billion parameter coding agent developed by Microsoft Corporation, based on the Qwen3-14B transformer architecture with a 64k token context length. It is specialized in fixing bugs in code, optimized for multi-turn debugging workflows and complex code reasoning. The model was fine-tuned on debugging trajectories generated by Claude Sonnet 4 within the BugPilot framework, combining real-world and synthetic bug datasets. FrogMini excels at automated bug fixing and multi-file code repair, achieving 45.3% Pass@1 on SWE-Bench Verified.
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Hugging Face