The fire started just before 3:30 a.m. at the Shalom House apartments on Marshall Ave.
Firefighters moved people out of the building into neighboring buildings while they battled the flames.
The fire victim suffered smoke inhalation and was taken to a nearby hospital for treatment.
Investigators don't yet know the cause of the fire.