The fire broke out at the White Hall Commons apartment building on the 4000 block of Charles Terrace around 3:30 this morning.
Crews arrived to find thick smoke pouring from the windows.
One firefighter was taken to the hospital after cutting his hand on some broken glass.
The Red Cross is helping those who were displaced.
No other injuries have been reported.