Understanding Attention Mechanism
The attention mechanism utilizes query, key, and value vectors to give words like "delicious" a specific contextual meaning within a sentence. As words interact with their surroundings, their vectors evolve, allowing for nuanced understanding that distinguishes between different references. This process enhances the ability to determine what a word is referring to based on its context rather than its abstract meaning.In this clip
From this podcast
Super Data Science: ML & AI Podcast with Jon Krohn
747: Technical Intro to Transformers and LLMs — with Kirill Eremenko
Related Questions
How do vector embeddings work in the context of the episode 747: Technical Intro to Transformers and LLMs — with Kirill Eremenko and the clip Understanding Q, K, V Vectors?
How do vector embeddings work in the context of the episode 747: Technical Intro to Transformers and LLMs — with Kirill Eremenko and the clip Understanding Q, K, V Vectors?