The fire started around 4:45 a.m. Wednesday on the 1700 block of Annin Street.
Crews arrived and quickly went to work containing the blaze.
A ladder was used to help get the 63-year-old woman down from the window.
She was taken to the hospital for possible smoke inhalation. She is expected to be okay.
There is no immediate word on the cause.