All modern GPU drivers support Vulkan, at least on Linux. I don’t know how bad Vulkan does in comparison to CUDA, since I’ve never used that stuff. The bigger issue is software-side support. Ollama, llama-cpp and KoboldCPP all support Vulkan by now. ComfyUI doesn’t seem to support it.