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YouTube

Pytorch Transformers from Scratch - Attention Is All You Need

Aladdin Persson via YouTube

Overview

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This course reviews the original “Attention Is All You Need” paper and implements a complete Transformer from scratch in PyTorch. It covers multi-head attention, Transformer blocks, encoder and decoder components, assembly, and debugging with a small example.

Syllabus

- Introduction
- Paper Review
- Attention Mechanism
- TransformerBlock
- Encoder
- DecoderBlock
- Decoder
- Putting it togethor to form The Transformer
- A Small Example
- Fixing Errors
- Ending

Taught by

Aladdin Persson

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