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> The level of results does not scale well down to mass consumer hardware. I think that it does, though. A few years ago, running any remotely complex (and dec
by tavavex 3y ago
> The level of results does not scale well down to mass consumer hardware.
I think that it does, though. A few years ago, running any remotely complex (and decent) generative AI on anything that wasn't a large compute server was out of the question. Nowadays, you can run a very respectable image or text generation algorithm on a middle-of-the-road gaming PC. Local models may not always be as good as the enormous things that companies run, but they're putting up a fight.
This isn't founded on research, but given how much people were able to scale all of it down, I feel like there's going to be more of this "fat" to trim - data that takes up a lot of space but isn't very important to the final result. Add onto that the constant improvement of hardware, and the lines are going to intersect eventually.