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The Mathematics of Attention

The linear algebra inside transformers

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What you'll unlock:

  • 1. Attention as Weighted Combination
  • 2. Query, Key, Value: The QKV Framework
  • 3. Scaled Dot-Product Attention
  • 4. Multi-Head Attention
  • 5. Positional Encoding
  • 6. The Full Transformer Layer
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