The blaze broke out in the 800- block of West 66th Street just before 8 p.m. Friday.
Residents reportedly had prepared to jump out of the windows from the third floor, but firefighters got one man down on a ladder and helped several more down stairs inside.
Some people were treated at the scene, but no serious injuries were reported.
There was no word on what started the fire.
