Transformer Architectures and Algorithms

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Machine Learning

Neural and Evolutionary Computing

Artificial Intelligence

Computation and Language

Transformer Architectures and Algorithms

Formal Algorithms for Transformers

This document aims to be a self-contained, mathematically precise overview of transformers architectures and algorithms.

It covers what transformers are, how they are trained, what they are used for, their keyarchitectural components, and a preview of the most prominent models.

It aims to be a self-contained, mathematically precise overview of transformers architectures and algorithms.

It covers what transformers are, how they are trained, what they are used for, their keyarchitectural components, and a preview of the most prominent models.

Authors

Mary Phuong, Marcus Hutter

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