Cuda Toolkit for Jetson AGX Orin

I want to download the Cuda toolkit, but I’m not sure which Architecture, Compilation and Installer type to use. How do I figure that out?

You can install it from SDK manager via JetPack.

Is there a step by step guide to downloading the SDK manager and downloading the cuda toolkit?
I was trying to use the guide here: