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▲ Wheen 2 hours ago

It's worth pointing out that this is a multi-trillion (probably) parameter model optimizing an 800 million parameter model. There is no indication that it can improve itself with this same methodology.

▲dontknowmuch 2 hours ago | parent [-]

If that multi-trillion model is composed of thousands of MOE experts, each expert model might be small enough for it to comprehend.

▲shwaj 2 hours ago | parent [-]

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.