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As for GPU, I'm waiting.. IMHO it's just too expensive now. And sadly, Nvidia is currently the only game in town. Some software works on amd, but just about everything works on Nvidia.
That said, my PC has 48gb system ram, and I can run 65b models on it with about 1s per token. With a few layers offloaded to my 10gb GPU. That would otherwise require 2x 3090 or 4090 (2x4090 would be about 20x faster though..)
I certainly will! I'm just not very good with maths either, and although I know what floating point numbers are, I would have to read more about it to make sure I understand your comment.
Those are some insane requirements to run models haha. How long does it take for you to train your models on datasets (for me, a "dataset" would be my entire Reddit/Lemmy comment history)?