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

The fifth entry in a build-log series on local LLMs. Moving the workers to a second machine resolves the memory wall and the 120B coordinator runs resident at last; a later collision with GPU image generation shows that a local multi-model system is governed by a memory budget, where placement and right-sizing beat raw capacity.

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