It started in the kitchen of a unit on the third floor of an apartment building at 93 Richelieu Blvd.
People on the first and second floor were able to evacuate the building using the stairs, but fire crews had to use a ladder truck to reach some residents on the third floor.
Fire crews are still on the scene.