Understanding attention

Attention is a type of layer in a neural network that is widely regarded to be one of the most important breakthroughs that enabled the development of modern AI systems and large language models. At its heart, attention is a mechanism for explicitly drawing relationships between items in a set. In natural language processing, the set being processed are words (or tokens) and attention enables the…