An open-source solution for full parameter fine-tuning of DeepSeek-V3/R1 671B, including complete code and scripts from training to inference, as well as some practical experiences and conclusions. (DeepSeek-V3/R1 满血版 671B 全参数微调的开源解决方案，包含从训练到推理的完整代码和脚本，以及实践中积累一些经验和结论。)

DeepLiterature: A fully open-source intelligent research assistant that integrates search, code execution, link resolution, and information expansion, with multiple tools working together to facilitate scientific research.（DeepLiterature：全流程开源的智能科研助手，集成搜索、代码执行、链接解析和信息拓展，多工具协同助力科学研究。）

AutoThink is a reinforcement learning framework designed to equip R1-style language models with adaptive reasoning capabilities. Instead of always thinking or never thinking, the model learns when to engage in explicit reasoning, balancing performance and efficiency.

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