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The main chapters are only available as Jupyter notebooks because it's more readable with section headers etc. But you can export executable scripts (plain Python code) directly from the notebook:

Alternatively, you can also find the function and classes being used in the main chapters in the pkg folder: https://github.com/rasbt/LLMs-from-scratch/tree/main/pkg/llms_from_scratch

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@brucetrask2
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