# [Hands-On Large Language Models](https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961)

Welcome! In this repository you will find the code for all examples throughout the book [Hands-On Large Language Models](https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961) written by [Jay Alammar](https://www.linkedin.com/in/jalammar/) and [Maarten Grootendorst](https://www.linkedin.com/in/mgrootendorst/) which we playfully dubbed: <br> 
<p align="center">
<i>"The Illustrated LLM Book"</i>
</p>

In *pre-production* by [O'Reilly Media, 2024](https://www.oreilly.com/library/view/hands-on-large-language/9781098150952/)

<a href="https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961"><img src="images/book_cover.png" width="50%" height="50%"></a>

<br>

## Table of Contents

| Chapter  | Notebook  |
|---|---|
| Chapter 1: Introduction to Language Models  | *To be released*  |
| Chapter 2: Tokens and Embeddings  | *To be released*  |
| Chapter 3: Looking Inside Transformer LLMs  | *To be released*  |
| Chapter 4: Text Classification  | *To be released*  |
| Chapter 5: Text Clustering and Topic Modeling  | *To be released*  |
| Chapter 6: Prompt Engineering  | *To be released*  |
| Chapter 7: Advanced Text Generation Techniques and Tools  | *To be released*  |
| Chapter 8: Semantic Search and Retrieval-Augmented Generation  | *To be released*  |
| Chapter 9: Multimodal Large Language Models  | *To be released*  |
| Chapter 10: Creating Text Embedding Models  | *To be released*  |
| Chapter 11: Fine-tuning Representation Models for Classification  | *To be released*  |
| Chapter 12: Fine-tuning Generation Models  | *To be released*  |