I think intel tried to offer GPU virtualisation with their consumer offerings but not sure what happened to that.
SR-IOV ("true" GPU partitioning) is targeted at the Arc Pro/DC GPUs only, not the desktop variants.
That leaves Intel in the same boat as the others these days: you can either pass the whole GPU through or buy a non-consumer variant for proper hardware virtualization (or try to hack it).