A Conceptual Guide to Transformers: Part I

Architecture of the Transformer Model

A Conceptual Guide to Transformers: Part I Architecture of the Transformer Model Ben Levinstein Jan 30, 2023 41 1 Share Rest of the series: Part II (second post on the architecture with clarifications and cleanup), Part III (Mechanics of Training), Part IV (How to Think about LLMs), Part V (What’s Going on Under the Hood) Everybody has been chattering about chatGPT and other Large Language Models lately. If you’re like me, you’ve found AI’s new-found ability to generate fairly cogent and very fluent text to be almost magical. These LLMs are all transformer models , and transformers are often p

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• The Illustrated Transformer – Jay Alammar – Visualizing machine learning one concept at a time.jalammar.github.io
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• A Mathematical Framework for Transformer Circuitstransformer-circuits.pub
• The Illustrated Transformer – Jay Alammar – Visualizing machine learning one concept at a time.jalammar.github.io
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• Transformer (deep learning) - Wikipediaen.wikipedia.org
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• transformer_attention.pdfarxiv.org
• Transformers from Scratchbrandonrohrer.com