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An amateur attempts building the decoder block of transformer using PyTorch from scratch.

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MiniGPT

Description

The minigpt.py file features a straightforward implementation of the decoder block from the transformer architecture. This implementation is trained using the Harry Potter book series as its dataset. The project is designed for educational purposes, aiming to help me learn and comprehend the transformer architecture and natural language processing (NLP).

License

This project is not licensed for public use, modification, or distribution. All rights are reserved by the author.

Although this repository is public, please note that you do not have permission to use, modify, or distribute the code.

For permissions or inquiries, please contact [[email protected]].

Resources

www.youtube.com/watch?v=kCc8FmEb1nY&t=2277s <-- by Andrej Karparthy

https://www.youtube.com/watch?v=wjZofJX0v4M&t=1114s <-- by Grant Sanderson (3Blue1Brown)

https://www.youtube.com/watch?v=eMlx5fFNoYc&t=920s <-- by Grant Sanderson (3Blue1Brown)

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An amateur attempts building the decoder block of transformer using PyTorch from scratch.

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