It happened on the fifth floor of the Weeksville Garden Complex on Dean Street in Crown Heights, Brooklyn.
Emergency crews say the call came in around 2-30 a.m.
The two victims, a 22-year-old woman and 24-year-old man, were taken to Kings County Hospital. Their injuries are not considered life-threatening.
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