readme.md

# LLM From Scratch
_Ibrahim Khalid_

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This repo is outdated due to github LFS limits  
The updated project is now available on [HuggingFace](https://huggingface.co/spaces/ibrahimmkhalid/llm-from-scratch)  

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The purpose of this project is to build a simple large language model from scratch.


This repo is following the guide from https://www.youtube.com/watch?v=UU1WVnMk4E8

In this repo:
- ./shakespeare.txt - This is a sample text used for training a smaller scale model
- ./bigram_testing.sync.ipynb - This notebook is where I test a basic BiGram model
- ./gpt_shakespeare.sync.ipynb - Notebook implementing simple GPT model using entire works of shakespeare


### Prepare environment
```
pip install -r ./requirements-base.txt  
pip install -r ./requirements-pytorch.txt
```