Firefighters were called to a two-story, twin home around 7:45 a.m. on the 6300 block of Rising Sun Avenue.
The people who jumped out of a window were caught by neighbors.
Firefighters rescued a third person from inside.
There is no word on the cause of the fire or if anyone suffered any injuries.
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