Some states may require a CDL, even if you are exempt from the federal regulation, if the GVCWR of your trailer and truck exceeds 10,001 lbs., a weight that is fairly easy to exceed with anything above a two-horse bumper-pull trailer.
Pennsylvania
Philadelphia