The fire, which was named the Heritage Fire, is burning north of Victorville in the Oro Grande area.
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According to an update posted on Twitter Monday night, the fire has grown to about 350 acres and is 10% contained.
Crews are set to continue working overnight.
The San Bernardino County Fire Department said evacuations remain in place south of Melrose Road to Roy Rogers Drive between Bryman Road and the Mojave River bottom.
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Video posted to Twitter earlier in the day showed the fire burning.
Officials say 22 engines and two strike teams are working to put the fire out.
Residents in the area are urged to stay away as crews continue to contain the fire.
This is a developing story. This article will continue to be updated as more information becomes available.