The blaze broke out just after 1:30 a.m. Wednesday at a building on Kensington Avenue.
Firefighters helped people out of building, taking some of them away on stretchers.
The residents who were taken to the hospital all had non-life-threatening injuries.
The cause of the fire is now under investigation.
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