The fire broke out around midnight inside a pizza parlor with apartments above it on the 700 block of Adams Avenue.
A woman and two babies were able to get out safely. They are being helped by the American Red Cross.
Investigators say the fire started in the basement and firefighters needed an hour to get it under control.
The exact cause is still unknown.