The lease goes with the property, there’s no reason for you to leave, unless the new owner is planning on occupying the property. You could ruin the deal if he tries to evict, especially since you have a lease until September. I would ask him to pay you to cover the costs of moving and securing new housing. If he doesn’t, then he can wait until September/October.