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Large Language Models from Scratch

Details will follow ...

Table of Contents

Chapter Main code Code + supplementary
Ch 1: Understanding Large Language Models No code No code
Ch 2: Working with Text Data ch02.ipynb
dataloader.ipynb
./ch02
Ch 3: Understanding Attention Mechanisms ch03.ipynb
multihead-attention.ipynb
./ch03
... ... ...
Appendix A: Introduction to PyTorch code-part1.ipynb
code-part2.ipynb
DDP-script.py
./appendix-A
Description
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Readme 23 MiB
Languages
Jupyter Notebook 76.3%
Python 23.7%