Again, not sure of your budget, but we have stayed at The Sunset House. The place is gorgeous and Carmen, who takes care of the place is a true delight.
It is an easy walk to Long Bay, but coming back up is a little hike. Depends on the fitness of your group. It looks like it is open for your dates.