West Yorkshire Fire were called to Gargrave Approach in Burmantofts at about 11.28pm.
Four fire engines and one aerial appliance were rushed to the fire in a community room on the ground floor.
Crews from Leeds, Killingbeck and Bradford used four breathing apparatus and two hose reels to extinguish the fire.
There were no reported injuries.