Will old XGB GPU build work for new RTX 3080?

A year ago I built XGB package with GPU support for R in Win 10. As far as I remember I used CUDA 10.0 and my GPU was 1080 (compute version 67). XGB with GPU has worked perfectly for me on several machines for almost a year. Now I am contemplating upgrading GPU to 3070 or 3080.

Could I still use the old package and simply drop in a new 3070 and update NVIDIA drivers? I really don’t want to break anything. Would I need to remove the old xgboost package and install the precomputed newest version with GPU support?