No one was injured.
Col Wutthi Pathomruangkul, commander of the 36th Ranger Taskforce, said the fire started at about 1.45am and damaged nine houses, affecting 54 refugees at the Ban Mae La camp.
He said the fire might have been caused by an electrical short circuit.
The camp has 1,606 houses with 7,842 refugees from Myanmar.