Attention Is All You Need

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. Image generated by Imagen 4.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. Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor. Published via Towards AI