Attention, Demystified: From Dot Products to Explaining Transformers
Week 2, Part 2: The Full Model and the Explanation

Multi-Head Attention

Explain why multiple heads with smaller d_k are used instead of one large head, and trace how head outputs are concatenated and projected back to d_model.