Comment by naasking

> it's not clear to me based on the description how this could all be done efficiently.

Depends how you define efficiency. The power use of this rig is a lot less than the large data centers that serve trillion parameter models. The page suggests that the final dollar cost per request is an order of magnitude lower than the frontier models charge.