Don't these public clusters exist today, and have been around for decades at this point, with varying architectures? In the sense that you submit a proposal, it gets approved, and then you get access for your research?
This is the most recent iteration of a national platform. They have tons of GPUs (and CPUs, and flash storage) hooked up as a Kubernetes cluster, available for teaching and research.
