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The Transformer Architecture

Mark Neznansky
August 18, 2024
Introduction

Full credit goes to the original author, linked below. All blog posts were reposted either with permission of the author, or by anonymous submission by SAIRC members like yourself.

A plain-language tour of the transformer as two units working in tandem: a word embedder that translates words into numbers, and a generator (the "decoder") — a multilayer perceptron with self-attention on top — that produces the next word from the previous ones. Part of an accessible series explaining LLMs without assuming a technical background.

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