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Vector Transformation Function ()
This formula describes a transformation where a vector, denoted as , is mapped to a new vector, , by applying a function . The bold notation indicates these are vector quantities. The subscript suggests this operation is performed on an individual element within a set or sequence of vectors. In the context of Large Language Models, this can represent the transformation of key vectors within an attention mechanism.

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Ch.2 Generative Models - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Related
Consider an original 2-dimensional vector represented as . If a transformation function, denoted by , is defined as multiplying the first element of an input vector by 2 and adding 1 to the second element, what is the resulting transformed vector after applying the formula ?
Vector Transformation Function ()
Euclidean Representation of RoPE Transformation
Identifying Components of a Vector Transformation
Match each component of the vector transformation formula with its correct description.