this post was submitted on 28 Nov 2023
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If they were readily available they would be a tempting option! But no, Nvidia continue to be frugal with vram in the consumer space...
Unfortunately we need to be careful what we wish for. As AI processing becomes more and more popular, if a card like the RTX 4070 had 20 GB vram they would probably all be snatched up by companies to use for AI processing on the cheap, and suddenly 4070 and higher all go for $2000 like the mining craze all over again.
I doubt any big, mainstream western corporations would use GeForce cards for AI, even if they have the same amount of vRAM as workstation cards (and they'd never have the same memory as AI-specific cards such as the H100). Hobbyists will for sure, but they make up such a tiny portion of the market that I doubt it would change the overall demand. Chinese and Russian companies will, I guess, but I don't think that would have the same effect as crypto mining, which has immediate returns without any expertise for individual users, unlike AI applications.
Why wouldn't they?
Nvidia has things like the A series for this sort of stuff, and at their level of use they'll be buying at a distributor or direct from manufacturer level depending on size.
Some small places will want 4090s and things though, and then yeah maybe they'll buy from stores and that but I doubt that'll be enough to kick demand up and cause prices like the crypto boom.
There’s no advantage of the A series unless you plan to use the unique virtual GPU features. Nvidia added a toggle for the 4090 to make use of ECC, which apparently the memory can already do, to turn it into a professional card with less VRAM. It’s otherwise nearly identical to the A series cards, minus the NVLINK to connector two A series cards together.
Official support, drivers, bulk orders direct from Nvidia, staying on Nvidia's good side