A new and distinct cultivar of Petunia plant named 'Sunmilk', characterized by its outwardly spreading and decumbent plant habit; vigorous and freely branching growth habit; relatively small leaves; numerous light yellow green to white-colored flowers with red purple-colored venation; long flowering period; and good garden performance.