Nine trucks and 35 firefighters are at the scene. They got the call at 4:46 p.m.
There is smoke in the building, but firefighters say they have extinguished most of the fire.
There are no reports of any injuries.
Toronto police say that Lawrence Avenue East is closed between Galloway Road and Orton Park Road, as a result of the fire.