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LLMs on Consumer Hardware — Part 5: Distributing the Workers and the Memory Budget

This story is from 2026-10-14. It is preserved in the archive; the latest stories are on the live feed.

Part 4 ended against a wall. A coordinator capable enough to be worth running — the 77 GB gpt-oss:120b — could not share a machine with the workers it had to call; every delegation forced roughly 100 GB of model-swapping, and a greeting took nearly five minutes. The conclusion was that a coordinato…

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  1. 2026-10-14 07:40 · DEV Community — AI
    LLMs on Consumer Hardware — Part 5: Distributing the Workers and the Memory Budget

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