Your only recourse is to ask him to move back in with his parents until he decides what he wants. That's the only leverage you have. Otherwise you're just begging and arguing about the future, his job/city, etc.
Please don't move or sell your house. Reflect on his stance about it's over if he moves because he doesn't do LDRs. Please talk to trusted friends and family who have helped you along the way.