Fire officials said they expect it to be fully contained by Sunday night.
"It's basically grass and brush areas on fire in the rocky terrain up there," said Pam Bierce of the U.S. Forest Service.
No injuries were immediately reported and no structures were immediately threatened.
The cause of the fire is under investigation.
CNS contributed to this report.