The blaze was reported at 1:20 p.m. in the 100 block of Julian Way. When firefighters arrived, the residents were outside, a Contra Costa County Fire Protection District dispatcher said.
Seven engines were dispatched to the scene. The extent of the damage was not yet known, the dispatcher said.
The cause of the fire is under investigation.