The first started after midnight Tuesday on the 3300 block of Comly Road.
Firefighters rescued a 40-year-old man and a 52-year-old man from the home.
Both victims suffered smoke inhalation and burns. They were rushed to the hospital.
They were upgraded early this morning to stable condition.
So far, no word on a cause.