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I bought a older nvidia Tesla p40 with 24gb of vram and it does a pretty good job at running SD, for a $200 gpu.

How did you get it running? Drivers seem ... tricky ... to get a hold of.

Well, first off, I'm running an AMD gpu to run my displays, so there is no issue with driver confusion between two types of nvidia gpus.

The drivers were pretty easy to find. I think I just googled them.