If you have a lease, you're still responsible. It matters not that you no longer own the stuff that's sitting on it. If you don't pay, the lot owner will try various recourses. Of course, attaching the home is probably one of his options, in that case the bank may decide it's worth their interest to pay, but unless they do, that doesn't change your obligation to do what you promised in the contract to do.