If you are unable to tear down a service in CONTROLLER_INIT state with sky serve down, it could be due to a known issue in an old version of Sky Serve. Try cleaning up all services and the sky serve controller, as this should fix the issue. Additionally, make sure you are using the latest version of Sky Serve, as it may have addressed this issue. You can check the latest nightly release for the updated version.