Firefighters responded to the Parker and Otis restaurant in the 100 block of South Duke Street shortly after 8 p.m.
When firemen got there, heavy smoke was pouring from the building. They said the sprinkler system managed to put out the flames.
No injuries were reported.
The fire marshal is investigating the cause of the fire.