The fire broke out around 6:00 a.m. at the intersection of 58th and Walnut Streets.
Officials say the fire started in the vacant house and spread to four other homes that were occupied.
There are no reports of any injuries.
The fire has been placed under control and investigators are trying to determine what caused the blaze.