The fire broke out just before 3 a.m. Wednesday on the first and second floors of the home on Hartville Street, between East Tioga and East Ontario streets.
It took fire crews about an hour to put the fire out.
There is no word on the conditions of the victims.
The cause of the fire is under investigation.