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Nieto-Hernandez was last seen around 2:50 a.m. near Roffler Street wearing a black sweatshirt, shorts, and sneakers.
Jessica is 4 feet, 11 inches tall, and weighs approximately 90 pounds.
Deputies were in the area searching for her Saturday morning.
No other information was released.