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The Softmax Bottleneck Is an Integer, and the Thing It Predicts Is Continuous

This story is from 2026-08-30. It is preserved in the archive; the latest stories are on the live feed.

A language model turns a hidden vector into V logits through one matrix . So the whole matrix of logits it can produce has rank at most the width of that vector, and the set of distributions it can represent is pinned by an integer . Run it: https://dev48.infy.uk/dl/day75-softmax-bottleneck.html Th…

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  1. 2026-08-30 10:43 · DEV Community — Machine Learning
    The Softmax Bottleneck Is an Integer, and the Thing It Predicts Is Continuous

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