README.md

metadata

license: mit
datasets:
  - Adolfo-GM/AggmLite
language:
  - en

AggmGPT

AggmGPT is a lightweight foundational AI language model developed by Adolfo GM, designed to generate human-like text using n-gram models combined with self-attention mechanisms. The project is licensed under the MIT License, making it open-source and free for modification and distribution.

Features

• Implements Self-Attention and Multi-Head Attention for improved context understanding.
• Includes positional encoding to retain sequence structure.
• Features a Feed-Forward Neural Network to refine predictions.
• Tokenization and embedding functions for handling input text.

Installation

Ensure you have Python installed on your system. You can download it from the official website.

How It Works

AggmGPT processes text through:

1. Tokenization & Embedding
2. Positional Encoding
3. Self-Attention & Multi-Head Attention
4. Feed-Forward Network
5. N-gram Models

License

This project is licensed under the MIT License. See the LICENSE file for details.

Author

Created by Adolfo GM.