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Yugaank Kalia, congratulations on completing How Transformer LLMs Work!

How Transformer LLMs Work
Short Course

How Transformer LLMs Work

Understand the transformer architecture that powers LLMs to use them more effectively.

Deep LearningEmbeddingsGenAI ApplicationsLLMOpsMachine LearningNLPRAGTransformers
  • Jay Alammar, Maarten Grootendorst
Jay Alammar, Maarten Grootendorst
100% Completed
View Course
  • Introduction
    Video
    ・
    5 mins
  • Understanding Language Models: Laguage as a Bag-of-Words
    Video
    ・
    5 mins
  • Understanding Language Models: (Word) Embeddings
    Video
    ・
    5 mins
  • Understanding Language Models: Encoding and Decoding Context with Attention
    Video
    ・
    5 mins
  • Understanding Language Models: Transformers
    Video
    ・
    7 mins
  • Tokenizers
    Video with Code Example
    ・
    11 mins
  • Architectural Overview
    Video
    ・
    6 mins
  • The Transformer Block
    Video
    ・
    6 mins
  • Self-Attention
    Video
    ・
    10 mins
  • Model Example
    Video with Code Example
    ・
    9 mins
  • Recent Improvements
    Video
    ・
    10 mins
  • Mixture of Experts (MoE)
    Video
    ・
    9 mins
  • Conclusion
    Video
    ・
    1 min
  • Appendix – Tips, Help, and Download
    Code Example
    ・
    1 min