The fire broke out at a workers dormitory at the Elite Mushroom plant on Baltimore Pik just before 11:00 p.m.
Fire crews had to tank-in water to douse the flames, which tore through the roof.
None of the workers or firefighters was hurt, but the building was gutted.
So far, there's no word on the cause.