---
title: LLM From Scratch
emoji: 🧠
colorFrom: green
colorTo: red
sdk: streamlit
sdk_version: 1.30.0
app_file: app.py
pinned: false
---

# LLM From Scratch

_Ibrahim Khalid_

The hosted project is available on [HuggingFace](https://huggingface.co/spaces/ibrahimmkhalid/llm-from-scratch)

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/bigram_testing.sync.ipynb - This notebook is where I test a basic BiGram model
- ./bigram/bigram_testing.sync.py - Python script for BiGram testing
- ./simple_gpt/gpt_shakespeare.sync.ipynb - Notebook implementing simple GPT model using entire works of shakespeare
- ./simple_gpt/gpt_shakespeare.sync.py - Python script for GPT shakespeare model

### Prepare environment

```
pip install -r ./pre-requirements.txt
pip install -r ./requirements.txt
```

---

[On GitHub](https://github.com/ibrahimmkhalid/llm-from-scratch)

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference