If you want to go to the full moon party in Haad Rin, Tanote View Resort can organize for the necessary transportation so as to you get there safe. There are many Taxis available going back in your direction in the morning and through out the day.
It has transformed in the very simple wooden huts with thatched bungalows on offer.