It happened around 6:45 a.m. on the 6100 block of Ridge Avenue.
Crews arrived to find flames on the outside deck of a three-story building and several propane tanks on fire.
Chopper 6 was overhead as firefighters moved the burnt tanks away from the building and into snow nearby to cool.
So far, there is no word of any injuries.
The cause of the fire remains under investigation.