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A GPU Is Two Things, and Only One of Them Holds Your Model

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

I have run AWS infrastructure for years. When I started looking at how large language models actually get served, I hit a wall on something basic. Someone said "the model sits on the GPU." Someone else said "the GPU does the calculation." Both sounded right. Neither told me where the model actually…

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  1. 2026-08-27 08:39 · DEV Community — AI
    A GPU Is Two Things, and Only One of Them Holds Your Model

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