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How do you get NVIDA CUDA GPU rendering working on Linux (for Blender)?

Ubuntu preferred but I am willing to use any Linux distro as long as it works for GPU rendering in Blender with NVIDIA GPUs. I've read that it is very difficult to get Linux to recognize the Nouveau driver. Does anyone know how to set this up, and willing to explain it in steps to a noob? Thanks!

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