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Study the paper

Attention Is All You Need

Lessons, visuals, quizzes, flashcards, and resources—organized in teaching order.

All activities

Scaled dot-product attention

Scaled dot-product attention: step by step

Interactive study view

Scaled dot-product attention: step by step

Illustrative teaching data

Follow the existing bounded walkthrough in its intended sequence.

Step 1 of 2

  1. Step 1

    Compute sqrt(4) = 2.

  2. Step 2

    Divide the unscaled score 2 by 2.