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Large Language Model - MOC

Large Language Model - MOC

Jan 17, 2024, 1 min read

  • #MOC
  • #LLM
  • #NLP
  • #deep-learning

Foundations

  • LLM Basic - Modern Transformer Notes
  • Tokenization
  • Tokenizer in Modern LLMs
  • BPE Encoding Complexity and Optimization
  • Input Embedding in Modern Transformers
  • LLM Hyperparameter
  • LLM Precision About
  • perplexity

Architecture

  • LLM Architecture - MOC

Training

  • LLM Training - MOC

Fine-tuning

  • LLM Fine-tuning - MOC

Inference and Serving

  • LLM Inference - MOC

RAG and Frameworks

  • What’s RAG?
  • LangChain Explained

Evaluation

  • Tasks to evaluate BERT - Maybe can be deployed in other LM

Agent and Appendix

  • agent SKILL mechanism
  • Embed vs. Transform

Graph View

  • Foundations
  • Architecture
  • Training
  • Fine-tuning
  • Inference and Serving
  • RAG and Frameworks
  • Evaluation
  • Agent and Appendix

Backlinks

  • 💻Computer Science - MOC
  • Deep Learning - MOC
  • LLM Architecture - MOC
  • LLM Basic - MOC
  • LLM Fine-tuning - MOC
  • LLM Inference - MOC
  • LLM Training - MOC

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