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Comment by NitpickLawyer

3 months ago

Yes. MoE models tipically use a different set of experts at each token. So while the "compute" is similar to a dense model equal to the "active" parameters, the VRAM requirements are larger. You could technically run inference & swap the models around, but the latency would be pretty horrendous.

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NitpickLawyer

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manmal  3 months ago

I think prompt processing also needs all the weights.

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