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NLP Academy · Lesson

Inside the Transformer Block

How the full architecture fits together.

Stacking Blocks

A Transformer is built by stacking the same block many times. Each block refines the representation a little more. 🧱

Two Main Sublayers

Every block has two parts: a multi-head attention sublayer followed by a small feed-forward network applied to each position.

All lessons in this course

  1. The Idea of Attention
  2. Self-Attention, Step by Step
  3. Multi-Head Attention and Positions
  4. Inside the Transformer Block
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