Video shared on the Citizens app shows the intense flames, leaping from the roof on the unit block of 27th Street.
The blaze broke out just before 9 p.m. on Tuesday.
Firefighters could be seen trying to douse the fire from neighboring rooftops.
It is not yet known if anyone was inside the rowhome at the time.
There has been no word yet on any injuries.