README.md

---
license: mit
datasets:
- MuzzammilShah/people-names
language:
- en
model_name: Multi-Layer Perceptron (MLP) Language Model
library_name: pytorch
tags:
- makemore
- mlp
- language-model
- andrej-karpathy
---

# Multi-Layer Perceptron Language Model: Makemore (Part 2)

In this repository, a **Multi-Layer Perceptron (MLP)** language model inspired by the *Bengio et al. (2003)* research paper has been implemented for **character-level predictions**, following Andrej Karpathy's approach in the **Makemore - Part 2** video.

## Overview
The implementation demonstrates building and training the MLP model for sequence prediction while further enhancing the understanding of neural network architectures for language modeling.

## Documentation
For a better reading experience and detailed notes, visit my **[Road to GPT Documentation Site](https://muzzammilshah.github.io/Road-to-GPT/Makemore-part2/)**.

## Acknowledgments
Notes and implementations inspired by the **Makemore - Part 2** video by [Andrej Karpathy](https://karpathy.ai/).

For more of my projects, visit my [Portfolio Site](https://muhammedshah.com).