Bartosz Milewski 3/6/2025

Understanding Attention in LLMs

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This article demystifies the attention mechanism in LLMs like GPT-3, explaining how it allows models to derive a word's meaning from its context. It covers the transformation of tokens into high-dimensional vectors, the roles of query and key matrices, and the parallel processing via attention heads, all while avoiding overly complex implementation details.

Understanding Attention in LLMs

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