How Attention Works in Transformers: Queries, Keys and Values
How does attention work in transformers? A visual, step-by-step explanation of the attention mechanism — queries, keys, values, the attention pattern, masking, the low-rank value trick, and multi-head attention — with the real GPT-3 parameter counts.