Flames broke out on East 44th Street on Sunday night.
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The homes on the street are not attached, but they are close together, adding to the danger of the flames spreading.
There are no reports of injuries.
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Emergency Management has asked people to avoid the area.
The cause of the fire remains under investigation.
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