Transformers, Artificial Intelligence, Generative Ai, Gpt, Data Science.
This projects the input into multiple “heads” and runs separate dot-product attentions in parallel. You can imagine this as controlling several spotlights at once, each retrieving different types of information. This allows the model to jointly attend based on different representations. The