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Interpretation of Indexed Vector-Transformation Notation

In ki=ϕ(ki)\mathbf{k}'_i = \phi(\mathbf{k}_i), the function ϕ\phi maps the indexed input vector ki\mathbf{k}_i to the transformed vector ki\mathbf{k}'_i. Bold symbols denote vectors, the subscript ii identifies a vector within a sequence, and the prime distinguishes the output from the input. The expression does not specify how ϕ\phi performs the transformation, so it does not by itself imply a matrix-vector product or any other particular operation.

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Updated 2026-08-11

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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