The fire broke out at 6:30 p.m. at the Four Freedoms complex at 6101 Morris Street in West Mount Airy.
Firefighters contained the damage to a ninth floor unit of the ten-story building.
Two victims were taken to Roxborough Hospital for treatment.
The fire was brought under control within 25 minutes.
The cause of the fire is under investigation.