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# Build a Large Language Model (From Scratch) # Build a Large Language Model (From Scratch)
This repository contains the code for developing, pretraining, and finetuning a GPT-like LLM and is the official code repository for the book [Build a Large Language Model (From Scratch)](http://mng.bz/orYv). This repository contains the code for developing, pretraining, and finetuning a GPT-like LLM and is the official code repository for the book [Build a Large Language Model (From Scratch)](https://amzn.to/4fqvn0D).
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<a href="http://mng.bz/orYv"><img src="https://sebastianraschka.com/images/LLMs-from-scratch-images/cover.jpg?123" width="250px"></a> <a href="https://amzn.to/4fqvn0D"><img src="https://sebastianraschka.com/images/LLMs-from-scratch-images/cover.jpg?123" width="250px"></a>
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The method described in this book for training and developing your own small-but-functional model for educational purposes mirrors the approach used in creating large-scale foundational models such as those behind ChatGPT. In addition, this book includes code for loading the weights of larger pretrained models for finetuning. The method described in this book for training and developing your own small-but-functional model for educational purposes mirrors the approach used in creating large-scale foundational models such as those behind ChatGPT. In addition, this book includes code for loading the weights of larger pretrained models for finetuning.
- Link to the official [source code repository](https://github.com/rasbt/LLMs-from-scratch) - Link to the official [source code repository](https://github.com/rasbt/LLMs-from-scratch)
- [Link to the book at Manning](http://mng.bz/orYv) - [Link to the book at Manning (the publisher's website)](http://mng.bz/orYv)
- [Link to the book page on Amazon](https://www.amazon.com/gp/product/1633437167) - [Link to the book page on Amazon.com](https://www.amazon.com/gp/product/1633437167)
- ISBN 9781633437166 - ISBN 9781633437166
<a href="http://mng.bz/orYv#reviews"><img src="https://sebastianraschka.com//images/LLMs-from-scratch-images/other/reviews.png" width="220px"></a> <a href="http://mng.bz/orYv#reviews"><img src="https://sebastianraschka.com//images/LLMs-from-scratch-images/other/reviews.png" width="220px"></a>