Stress‐coping theory posits that exposure to stressors, such as community violence, increases risk for early alcohol initiation. The current study identified patterns of alcohol use in an ethnically diverse sample of early adolescents in rural communities, and examined relations between different forms of exposure to community violence and severity of adolescents' alcohol use patterns. Participants were 5011 middle school students (46.4% non‐Hispanic White, 25.5% Latinx, and 13.4% Black; 50% female) living in rural communities in the southeastern United States. Latent class analysis identified subgroups that differed in their patterns of lifetime and past 30‐day alcohol use, and subgroup differences in exposure to community violence. Five subgroups were identified: abstainers (56.5%), initiators of wine and beer (12.5%); moderately frequent wine and beer users (10.3%); moderately frequent wine, beer, and liquor users who got drunk (12.0%); and highly frequent wine, beer, and liquor users who got drunk (8.6%). Subgroups differed across sex, grade, and racial‐ethnic background. Subgroups characterized by severe alcohol use reported more frequent exposure to community violence and physical victimization, while controlling for nonviolent stressors. Consistent with stress‐coping theory, the results indicate that experiencing physical victimization and witnessing community violence robustly relate to adolescents' high‐risk alcohol use.