Crews responded to the unit at Second and S Street just before 5 am Monday.
Firefighters arrived to find the structure fully engulfed in flames.
The three people who lived inside managed to escape, but the Merced fire chief says the unit is a complete loss.
The Red Cross is now helping the family with supplies and a temporary place to stay.
The cause of the fire remains under investigation.