Profoundly Normal(2003)

Donna Lee Shelby, a mentally challenged girl who lives in Forest Haven, an institution for the developmentally disabled, meets Ricardo Thornton, a fellow resident. When Forest Haven is closed by a court order, Donna and Ricardo venture into the real world on their own.