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When a Zero-Parameter Cache Overtakes a Transformer

This story is from 2026-09-13. It is preserved in the archive; the latest stories are on the live feed.

The question this series exists to answer, put in a form that can be measured: a transformer sees a fixed 64-token window, a count table over the current document sees the whole document, and as documents get longer, how much of the trained model does the free mechanism replace? An earlier experime…

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  1. 2026-09-13 03:00 · DEV Community — Machine Learning
    When a Zero-Parameter Cache Overtakes a Transformer

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