Firefighters were called to the 500 block of East Cabot Street around 2:30 a.m. Monday.
Heavy flames and smoke could be seen coming from a home.
Officials say the fire spread to neighboring homes, causing a partial collapse at one of the properties.
The Red Cross was called to the scene to assist those displaced.
No injuries have been reported.