Photos from the scene show flames shooting out of the second-floor residential unit of the building at Franklin Turnpike and Maple Avenue.
The bottom floor of the building is occupied by businesses including Rockport Jewelers.
Motorists were urged to avoid the area.
This is a developing story. Check back for details.
Click here to follow Daily Voice Northern Highlands and receive free news updates.