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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
| Date | Stars |
|---|---|
| 2026-07-31 | 27883 |
| 2026-08-01 | 27883 |
| 2026-08-04 | 27953 |
| 2026-08-06 | 27953 |
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# Hands-On Large Language Models <a href="https://www.linkedin.com/in/jalammar/"><img src="https://img.shields.io/badge/Follow%20Jay-blue.svg?logo=linkedin"></a> <a href="https://www.linkedin.com/in/mgrootendorst/"><img src="https://img.shields.io/badge/Follow%20Maarten-blue.svg?logo=linkedin"></a> <a href="https://www.deeplearning.ai/short-courses/how-transformer-llms-work/?utm_campaign=handsonllm-launch&utm_medium=partner"><img src="https://img.shields.io/badge/DeepLearning.AI%20Course-NEW!-&labelColor=black&color=red.svg?logo=data:image/svg%2bxml;base64,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"></a> 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"><b><i>"The Illustrated LLM Book"</i></b></p> Through the visually educational nature of this book and with **almost 300 custom made figures**, learn the practical tools and concepts you need to use Large Language Models today! <a href="https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961"><img src="images/book_cover.png" width="50%" ></a> <br> The book is available on: * [Amazon](https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961) * [Shroff Publishers (India)](https://www.shroffpublishers.com/books/computer-science/large-language-models/9789355425522/) * [O'Reilly](https://www.oreilly.com/library/view/hands-on-large-language/9781098150952/) * [Kindle](https://www.amazon.com/Hands-Large-Language-Models-Alammar-ebook/dp/B0DGZ46G88/ref=tmm_kin_swatch_0?_encoding=UTF8&qid=&sr=) * [Barnes and Noble](https://www.barnesandnoble.com/w/hands-on-large-language-models-jay-alammar/1145185960) * [Goodreads](https://www.goodreads.com/book/show/210408850-hands-on-large-language-models) ## Table of Contents We advise to run all examples through Google Colab for the easiest setup. Google Colab allows you to use a T4 GPU with 16GB of VRAM for free. All examples were mainly built and tested using Google Colab, so it should be the most stable platform. However, any other cloud provider should work. | Chapter | Notebook | |---|---| | Chapter 1: Introduction to Language Models | [](https://colab.research.google.com/github/HandsOnLLM/Hands-On-Large-Language-Models/blob/main/chapter01/Chapter%201%20-%20Introduction%20to%20Language%20Models.ipynb) | | Chapter 2: Tokens and Embeddings | [](https://colab.research.google.com/github/HandsO
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Read on GitHubMaarten Grootendorst · @google-deepmind · Netherlands
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Jay Alammar · @cohere-ai
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Daniel Kapitan · Freelancer and educator in data science & AI · Netherlands
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Diego Carpintero
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6f6d030de680271a, topic:large-language-models, topic:llm
matched fp:6f6d030de680271a, topic:book