Fire investigators say one of the residents a blind man dropped his cigarette in bed, and couldn't find it.
Children playing outside spotted the fire and got help from neighbors who rescued the men.
The man who dropped the cigarette suffered serious burns.
Doctors treated the other man for smoke inhalation.