The semi's tractor was fully engulfed in flames when firefighters arrived, officials said.
The Crosley Fire was first reported at 11:48 a.m. at state Highway 79 and Crosley Truck Trail, according to Cal Fire.
The intersection of Reche Canyon Road and Reche Vista Drive was temporarily closed.