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NLP Academy · Lesson

Multi-Head Attention and Positions

Many views plus order awareness.

One Head Is Limiting

A single attention head can track only one kind of relationship at a time. Real language needs many patterns noticed at once. 🧠

Many Heads, Many Views

Multi-head attention runs several attention computations in parallel, each with its own learned projections and its own focus.

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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