The fire started just before 10 a.m. along the 900 block of Rundale Avenue.
Officials tell Action News that 3 firefighters were battling flames on the second floor when a "flashover," or the simultaneous ignition of combustible materials, happened.
Rescue crews got the firefighters out of the building.
The cause of the 2-alarm fire is unknown.