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I run stable diffusion in a docker container. Most kernels ships the required drivers, and you can install the rocm libraries inside a docker container to keep them from poluting the host.
Here's my docker image, feel free to take a look. I won't guarantee it'll work for you, but hopefully it will give you some hints in the right direction. https://codeberg.org/it-a-me/auto1111-webui_rocm