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@ -26,13 +26,16 @@ Please note that the `Readme.md` file is a Markdown (`.md`) file. If you have do
Alternatively, you can view this and other files on GitHub at [https://github.com/rasbt/LLMs-from-scratch](https://github.com/rasbt/LLMs-from-scratch).
| Chapter title | Main code | Code + supplementary |
<br>
<br>
| Chapter title | Main code (for quick access) | All code + supplementary |
| ----------------------------------------- | ------------------------------------------------------------ | ---------------------------- |
| Ch 1: Understanding Large Language Models | No code | No code |
| Ch 2: Working with Text Data | All chapter code: [ch02.ipynb](ch02/01_main-chapter-code/ch02.ipynb)<br />Chapter takeaway: [dataloader.ipynb](ch02/01_main-chapter-code/dataloader.ipynb)<br />[exercise-solutions.ipynb](ch02/01_main-chapter-code/exercise-solutions.ipynb) | [./ch02](./ch02) |
| Ch 3: Understanding Attention Mechanisms | All chapter code: [ch03.ipynb](ch03/01_main-chapter-code/ch03.ipynb)<br />Chapter takeaway: [multihead-attention.ipynb](ch03/01_main-chapter-code/multihead-attention.ipynb) | [./ch03](./ch03) |
| Ch 2: Working with Text Data | - [ch02.ipynb](ch02/01_main-chapter-code/ch02.ipynb)<br />- [dataloader.ipynb](ch02/01_main-chapter-code/dataloader.ipynb) (summary)<br />- [exercise-solutions.ipynb](ch02/01_main-chapter-code/exercise-solutions.ipynb) | [./ch02](./ch02) |
| Ch 3: Understanding Attention Mechanisms | - [ch03.ipynb](ch03/01_main-chapter-code/ch03.ipynb)<br />- [multihead-attention.ipynb](ch03/01_main-chapter-code/multihead-attention.ipynb) (summary) | [./ch03](./ch03) |
| ... | ... | ... |
| Appendix A: Introduction to PyTorch | Code up to GPU training: [code-part1.ipynb](03_main-chapter-code/01_main-chapter-code/code-part1.ipynb)<br />GPU training sections: [code-part2.ipynb](03_main-chapter-code/01_main-chapter-code/code-part2.ipynb)<br />Multi-GPU training script: [DDP-script.py](03_main-chapter-code/01_main-chapter-code/DDP-script.py)<br />[exercise-solutions.ipynb](https://github.com/rasbt/LLMs-from-scratch/blob/main/appendix-A/03_main-chapter-code/exercise-solutions.ipynb) | [./appendix-A](./appendix-A) |
| Appendix A: Introduction to PyTorch | - [code-part1.ipynb](03_main-chapter-code/01_main-chapter-code/code-part1.ipynb)<br />- [code-part2.ipynb](03_main-chapter-code/01_main-chapter-code/code-part2.ipynb)<br />- [DDP-script.py](03_main-chapter-code/01_main-chapter-code/DDP-script.py)<br />- [exercise-solutions.ipynb](https://github.com/rasbt/LLMs-from-scratch/blob/main/appendix-A/03_main-chapter-code/exercise-solutions.ipynb) | [./appendix-A](./appendix-A) |
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