It happened right around 10 a.m. on the 6900 block of Cresheim Road.
The building partially collapsed with people inside at the time. The Philadelphia Fire Department said no injuries were reported.
The American Red Cross is providing emergency assistance including temporary lodging.
There was no immediate word on what caused the building to collapse.