Fire crews were called out to Harlan and Blythe near Riverdale just after 2:00 am.
The building was on a property that appeared to be connected to a dairy.
A video showed firefighters battling the flames as a cloud of smoke rose into the air.
It wasn't immediately clear what caused the fire or if anyone was displaced.