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YouTube

Attention and the Transformer

Alfredo Canziani via YouTube

Overview

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This practicum introduces self-attention, hidden-layer representations, and the key-value store paradigm. It uses these ideas to interpret a basic transformer, trace its forward pass in PyTorch, and compare encoder-decoder with sequential architectures.

Syllabus

– Week 12 – Practicum
– Attention
– Key-value store
– Transformer and PyTorch implementation
– Q&A

Taught by

Alfredo Canziani

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