The fire broke out on the sixth and seventh floors of the building on Rhinelander Avenue just before 3 a.m. Tuesday.
Five people were treated for injuries described as minor: two civilians and three firefighters.
The smoke and flames damaged three apartments on the top floor.
Fire investigators are working to determine what sparked the blaze.
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