Lilian Weng • 1/27/2023

The Transformer Family Version 2.0

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This article is a major update and expansion of a previous post on Transformer architectures. It provides a detailed, technical summary of the core Transformer model, its notation, and the self-attention mechanism. It also surveys numerous architectural improvements proposed in recent years, serving as a comprehensive reference for understanding modern developments in this foundational AI model family.

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#Neural Networks #Deep Learning #Natural Language Processing
The Transformer Family Version 2.0

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