Artificial Intelligence, Deep Learning, Machine Learning, Neural Networks, Math.
Transformers. Here’s a breakdown that illustrates these concepts mathematically: Basic Attention Mechanism: The attention mechanism in a Transformer is based on the scaled dot-product attention, which is defined as: Where: Q (Query), K (Key), and V (Value) are matrices derived from the input