This. For llama-cpp and stable-diffusion-cpp, you get official builds only for Ubuntu 24.04 LTS and Win and MacOS. If you want to run ROCm, support is available in the form of an irreversible install script that wrecks any amdgpu driver install and requires run level 3 ie. without GUI. Good luck with running that on anything other than the exact Ubuntu release it was created for.