The blaze, fueled by stacks of pallets, was reported about 5 p.m. at a structure in the 800 block of East Huntington Drive.
Firefighters arrived at the scene to find flames shooting through the roof.
No injuries were immediately reported.
The cause of the fire is under investigation.