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Deep learning becomes much easier to understand once you see it through the lens of representational learning. Neural networks don’t memorize words or tokens. Instead, they map language into a high-dimensional coordinate system using attention, a mechanism that captures relationships between words, syntax, semantics, and meaning. Once the ...
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