Transformers, a groundbreaking architecture in the field of natural language processing (NLP), have revolutionized how machines understand and generate human language. This introduction will delve ...
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How do transformers actually work?

Transformers are hidden in almost every electronic device you use, but what do they actually do? This video explains how transformers work in simple terms, using everyday examples and clear visuals.
Early-2026 explainer reframes transformer attention: tokenized text becomes Q/K/V self-attention maps, not linear prediction.
Eight names are listed as authors on “Attention Is All You Need,” a scientific paper written in the spring of 2017. They were all Google researchers, though by then one had left the company. When the ...