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Kafila: Serving Large Language Models on a Trusted Set of Heterogeneous Commodity Machines
Between them, the members of a research group or a circle of friends own several consumer computers, none large enough to run a capable large language model. Existing systems pool such capacity across open swarms anyone may join, which a group admitting only trusted machines cannot use. Bounding mem
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