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  1. datawhalechina/diy-llm datawhalechina/diy-llm Public

    🎓 系统性大语言模型构建课程|🛠️ 覆盖预训练数据工程、Tokenizer、Transformer、MoE、GPU 编程 (CUDA/Triton)、分布式训练、Scaling Laws、推理优化及对齐 (SFT/RLHF/GRPO)|🚀 6 个渐进式作业 + 代码驱动,建立 LLM 全栈认知体系

    Jupyter Notebook 993 109

  2. datawhalechina/reasoning-kingdom datawhalechina/reasoning-kingdom Public

    🌟 推理王国:关于 AI 推理机制的思想实验手册。从信息论、符号逻辑与表示学习出发,系统剖析大模型“智能”的本质。

    197 17

  3. datawhalechina/dive-into-bishop-dl datawhalechina/dive-into-bishop-dl Public

    Datawhale开源教程 Bishop 深度学习理论和方法讲解

    40 2

  4. all-in-rag all-in-rag Public

    Forked from datawhalechina/all-in-rag

    🔍大模型应用开发实战一:RAG技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/

    Python