The fire was reported around 9:15 a.m. Thursday in the 800 block of North American Street.
The view from both Chopper 6 and Sky 6 showed a large plume of smoke pouring from the building.
Firefighters have since brought the flames under control.
No injuries were reported.
There was no immediate word as to how the fire started.