Hands-On LLMs
Book cover

O'Reilly · Jay Alammar & Maarten Grootendorst

Hands-On Large Language Models

A premium illustrated reading edition of the technical book, with all 12 notebook chapters and 8 bonus visual guides in one ordered volume.

Contents

Chapters

  1. 01 Introduction →
  2. 02 Chapter 1 - Introduction to Language Models →
  3. 03 Chapter 2 - Tokens and Token Embeddings →
  4. 04 Chapter 3 - Looking Inside LLMs →
  5. 05 Chapter 4 - Text Classification →
  6. 06 Chapter 5 - Text Clustering and Topic Modeling →
  7. 07 Chapter 6 - Prompt Engineering →
  8. 08 Chapter 7 - Advanced Text Generation Techniques and Tools →
  9. 09 Chapter 8 - Semantic Search →
  10. 10 Chapter 9 - Multimodal Large Language Models →
  11. 11 Chapter 10 - Creating Text Embedding Models →
  12. 12 Chapter 11 - Fine-Tuning BERT →
  13. 13 Chapter 12 - Fine-tuning Generation Models →

Bonus (延伸阅读)

  1. 14 How Transformer LLMs Work →
  2. 15 A Visual Guide to Quantization →
  3. 16 A Visual Guide to Mamba →
  4. 17 A Visual Guide to Mixture of Experts →
  5. 18 The Illustrated Stable Diffusion →
  6. 19 A Visual Guide to Reasoning LLMs →
  7. 20 The Illustrated DeepSeek-R1 →
  8. 21 A Visual Guide to LLM Agents →