Officials released a statement saying a "sizeable fire" broke out in a seven-storey block of flats in Vaulx-en-Velin, reports BBC.
Four injured people are said to be in critical state.
The injured people included two firefighters.
170 firefighters fought for several hours to bring the flames under control.