The victims -- five of which were from the same family -- were apparently in the attic of the three-flat when the fire started.
State fire marshals will be on the scene Wednesday morning to help pinpoint what started the fire.
Cicero officials say there have been complaints of sanitation issues about the property. But inspectors found no evidence that too many people were living in the building.