Step 1: TheoryTheory Article
Multi-Head Attention Overview
Study the core concepts and background material for this learning item.
Step 2: PracticeDeep-ML Challenge
Multi-Head Attention Exercise
Solve the challenges and apply your knowledge interactively.
Hard25 min estimated study
Overview
Project query, key, and value vectors across multiple parallel attention heads.
Learning Objectives
- Project input representations across multiple attention heads
- Concatenate and project head outputs back to hidden shapes
Prerequisites
Item #166Self Attention Mechanism
LockedTracking Control
Completion Reward+250 XP
Study Checklist
Studied theory resource
Completed practice exercise