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Limited AI
  • Machine Learning
  • Deep Learning
  • GenAI
    • Introduction
    • Language Models Pre-training
    • Example: Llama 3 8B架构
    • MoE layer
    • Fine-Tuning Generation Models
    • RAG and Adavance RAG
    • AI Agent
  • Statistics and Optimization
  • Machine Learning System Design
  • Responsible AI
  • Extra Research
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GenAI

GenAI

Must Read

  • https://github.com/handsOnLLM/Hands-On-Large-Language-Modelsarrow-up-right

  • https://github.com/springer-llms-deep-dive/llms-deep-dive-tutorialsarrow-up-right

  • https://d2l.ai/chapter_attention-mechanisms-and-transformers/index.htmlarrow-up-right

  • https://datawhalechina.github.io/learn-nlp-with-transformers/#/./%E7%AF%87%E7%AB%A02-Transformer%E7%9B%B8%E5%85%B3%E5%8E%9F%E7%90%86/2.0-%E5%89%8D%E8%A8%80arrow-up-right

Reference

  • https://github.com/yangnyc1024/LargeLanguageModel-and-GPT-4-ResourceMaparrow-up-right

  • https://github.com/yangnyc1024/llm_interview_notearrow-up-right

  • https://dongnian.icu/llm_interview_note/#/arrow-up-right

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Last updated 11 months ago