dss
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dss's post in Trying to pass Nvidia 3090ti to Ubuntu VM was marked as the answerIncredibly, all I had to do was install "NoMachine" and utilize it to connect to the machine. The GPU pass through was even simpler than for Windows since there's no editting of the XML that I had to do. I now see the card in nvidia-smi (note that I am seeking an ML / Data Science usage...not graphical).