rajveerb
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A separate hypervisor agent at least doubles the cost because (1) the underlying model needs to be the same so that we get the same degree of intelligence, and (2) it needs to have the same context + more tokens for the work it does.
Deployment looks very different for MoE than dense style models so I would say that it is more nuanced than "inference memory reqs remain the same". Memory can be very different for MoE style models.