DeepCoder-14B-Preview is a large language model for code reasoning based on reinforcement learning. It can handle long contexts, boasts a 60.6% pass rate, and is suitable for programming tasks and automated code generation. The model's advantage lies in its innovative training method, providing superior performance compared to other models, and being completely open-source, supporting a wide range of community applications and research.