Fire officials were called to the Tierra Colombiana Restaurant on the 4500 block of North 5th Street around 8 p.m.
A person who lives across the street from the restaurant told Action News she saw a lightning strike and heard a loud "boom" shortly before she smelled something burning.
Fire officials are working to determine whether the fire was caused by lightning.
No injuries were reported.