The blaze broke out just before 8:30 p.m., Tuesday night.
Six to eight families were asked to leave their homes because of the smoke and flames, but were allowed to return home a short time later.
Fire officials said the building was being used to store materials.
No one was injured.
The fire is under control; however, crews will stay at the scene overnight to put out hot spots.
*A FOX 8 viewer named Rich sent in the video above when the fire first started*