LLM Everything
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  • 📃前言
  • 🎚️基础部分
    • 🐍Python基础
      • logging模块
      • import模块
      • multiprocessing模块
    • 🐘机器学习基础
      • 特征提取
        • 文本表示模型
          • Bag-of-words
          • Topic Model
          • Static Word Embeddings
    • 🪿深度学习基础
    • 🐬LLM基础
  • 🦖Transformer
    • Tokenizer
    • Embeddings
      • ELMO
      • BERT
      • GPT
    • Positional Encoding
    • Self Attention
    • Multi-Head Attention
    • Add & Norm
    • FeedForward
    • Linear & Softmax
    • Decoding Strategy
  • Prompt Engineering
    • Tree of Thoughts
  • LLM应用
    • RAG
      • Graph RAG
  • Linear Algebra
  • 🎄模型训练
    • LLM显存需求
      • LLM精度问题
      • LLM训练需要多少显存
  • 🐒MoE
    • 专家并行
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Prompt Engineering

Tree of Thoughts
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