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Transformer from Scratch · Transformer Foundations

Sequences, Tokens and Representations

Transformer Foundations

Introduction

Before implementing attention, you need to understand sequences, tokens, vocabularies, embeddings and masks. These concepts determine tensor shapes in PyTorch.