Author(s): Luca Derumier

Originally published on Towards AI.

Attention Is All You Need

You’re at a crowded party. Music playing, dozens of conversations happening simultaneously, glasses clinking. Yet somehow, when someone across the room mentions your name, you hear it. When your friend starts telling a story, you can follow it despite the chaos. Your brain is constantly, automatically deciding what deserves your attention and what can be ignored.

This article delves into the revolutionary concept of attention mechanisms in language models, explaining how they allow for efficient processing of language by enabling direct connections between words without sequential dependence. It explores various attention-related concepts, such as multi-head attention, and how they collectively solve critical language model issues, enhancing training efficiency and enabling complex relationships across sentences, ultimately laying the groundwork for advanced AI systems like ChatGPT.

Read the full blog for free on Medium.

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Published via Towards AI