The fire broke out just after midnight near 47th Street and Ashland.
It then spread from the restaurant to two neighboring buildings. The buildings housed a clothing store and shoe store.
150 firefighters battled the blaze. One firefighter was injured by falling debris, but he is expected to be okay.