Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch

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Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch

Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch

“In this article, we are going to understand how self-attention works from scratch. This means we will code it ourselves one step at a time.

Since its introduction via the original transformer paper (Attention Is All You Need), self-attention has become a cornerstone of many state-of-the-art deep learning models, particularly in the field of Natural Language Processing (NLP). Since self-attention is now everywhere, it’s important to understand how it works…”

Source: sebastianraschka.com/blog/2023/self-attention-from-scratch.html

March 9, 2023
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