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Homelab census: 41 containers, one 6 GB GPU, and where my AI agents run

This story is from 2026-10-03. It is preserved in the archive; the latest stories are on the live feed.

Today I asked my LLM box what it was doing, and it told me it had a 27-billion-parameter model loaded. Total footprint 18.3 GB. Amount of that on the graphics card: 0.5 GB. So the 27B was "running on the GPU" in the same sense that I am running a marathon when I walk to the shop. The other 17.8 GB…

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  1. 2026-10-03 08:00 · DEV Community — AI
    Homelab census: 41 containers, one 6 GB GPU, and where my AI agents run

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