Fire officials say the blaze broke out in the 7200 block of Rutland Street just before 5:30 p.m. in a two-story home.
Firefighters brought the fire under control within 20 minutes.
Three people were taken to Temple University Hospital with non-life threatening injuries.
Officials say 7 people have been displaced.