this post was submitted on 13 Jul 2023
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While it won't help OP, there are GPUs that have plenty of VRAM but are lacking CUDA.
Apple sells some with 192GB of VRAM for example... and as a Mac user I'm pretty frustrated by all the dependencies on CUDA. The few tools that don't require it run great on my Mac (Stable Diffusion for example, runs in 30 seconds on my laptop with typical settings).