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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