The stabbing occurred around 1:30 a.m. in the area of Pacific and Virginia streets. Kern County Sheriff's Office investigators said the brothers, who weren't publicly named, have a history of fighting with one another.
The sheriff's investigators didn't say what motivated this stabbing. The wounds weren't considered serious.
Eyewitness News wasn't told if the stabbing brother was arrested.