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Shown below is a mental model summarizing the contents covered in this book.

<img src="https://sebastianraschka.com/images/LLMs-from-scratch-images/mental-model.jpg" width="600px">

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### Reader Projects and Showcase

Below are interesting projects by readers of the *Build A Large Language Model From Scratch* book:

- [https://github.com/Intelligence-Manifesto/LLMs-from-scratch](https://github.com/Intelligence-Manifesto/LLMs-from-scratch), a fork of this repository with Chinese translation

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### Citation

If you find this book or code useful for your research, please consider citing it:

```
@book{build-llms-from-scratch-book,
author = {Sebastian Raschka},
title = {Build A Large Language Model (From Scratch)},
publisher = {Manning},
year = {2023},
isbn = {978-1633437166},
url = {https://www.manning.com/books/build-a-large-language-model-from-scratch},
note = {Work in progress},
github = {https://github.com/rasbt/LLMs-from-scratch}
}
```

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