The fire happened at about 3:20 a.m. in the 5900-block of S. Justine Street, police said.
Video obtained by ABC7 shows flames shoot from the roof of a building in the Englewood neighborhood.
Police said nobody was injured and no displacements were reported.
The Chicago Fire Department said they would conduct a fire investigation.