Yeah man.. plenty of room. the weather in May should be quite warm with low 60's to upper 50's at night. Can't promise no rain though.
I kinda doubt everything being booked, there are 5 motels in Dahlonega alone, dozens of cabins and several B&B's. Check the link for other options link