Virtualizing A2 Graphics Card in Windows Server 2019

Hypervisor: HPE ML350 Gen 10
OS: Windows Server 2019 Standard
Guest VM OS: Windows Server 2019 Standard
Graphics Card: A2 16 GB PCIe NonCEC Accelerator
Driver Version on Host: 31.0.15.2911
Nvidia Control Panel: 529.11

We are trying to virtualize this graphics card to be used as vWS in our VMs.

We have subscribed for evaluation of the NVDIA RTX Virtual Workstation-5.0 and can see it under entitlement in NVDIA Licensing Portal.

We can find this download option under software downloads: “Complete vGPU 15.1 package for Microsoft Windows 2019 including supported guest drivers”.

What do we need to do next?

Could not find much documentation on this for Microsoft Windows Server 2019.
Sort of lost here. Enterprise support folks directed us to this forum.

Experts, please guide with your expertise.

Thank you in advance