alt Hacker NewsIf that multi-trillion model is composed of thousands of MOE experts, each expert model might be small enough for it to comprehend.
Replies
shwaj • today at 7:32 PM
I don't see how that helps. It would still be one expert model chosen to operate on another expert model of (let's say for this discussion) approximately the same size.
The parent's point still stands, I think. Even if the multi-trillion param model is MOE, each expert is still (assumedly) larger than the model being optimized.
It would be interesting to see future work that characterizes the relative model sizes (and considers MOE vs not-MOE) to see what relative scales this result holds across.
I think "experts" are a misnomer because it's not that 1 expert = 1 component, like it makes it sound. "Experts" in different layers have no relation.