3 ms·
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
by NitpickLawyer 2y 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.
- manmal 2y agoI think prompt processing also needs all the weights.