Transformer - Definition, Types, Working Principle, Diagram
Transformer - Definition, Types, Working Principle, Diagram
Oct 21, 2019
byjus.com
Inside Transformer models, every word is a vector embedding. This mathematical representation is the core of modern AI automation. When an AI "pays attention," it uses the dot product. Think of words as arrows in space. If two arrows point in the same direction, they are related. If they are perpendicular, they are strangers. But sometimes, the length of the arrow creates noise. That is why we use Cosine Similarity. It focuses strictly on the angle between words. This ensures "car" and "automobi
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