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Sub-50kW "home edge" data centers running frontier models

Interview With Greg Osuri, Founder Of Akash Network (Secret Network)

“If we can spread training, that means we can have a lot of sub-50 kilowatt data centers — I call them home edge servers… HGX H200 clusters, very very fast. Each cluster can host a whole DeepSeek [R1], which is a big model by the way… the unit costs about $2 million. It’s not a home PC quite, but it has enough power to be able to be part of a larger training run.” — 00:21:40

Context: The hardware spec for the Akash “Supercluster”; distributed solar-powered homes replacing hyperscale data centers.

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