[3dem] Ubuntu/Nvidia driver combo for Cuda 11.8 and Cuda 12.x

[Kovtun, Oleksiy]

Dear all, 

I am looking for an Ubuntu version/Nvidia driver combo that can run Cuda 11.8 and 12.x applications on RTX 4090, RTX A6000 (Ampere). A6000 and 4090 GPU are not mixed, so two separate solutions for these cases can be used.   
What is your preferred way to manage multiple CUDA versions?

Thank you and best, 

Oleksiy