A new and distinct cultivar of New Guinea Impatiens plant named 'Tamar Lavender', characterized by its upright, broadly outwardly spreading and uniformly mounded plant growth habit; freely branching and freely flowering habit; very dark green-colored foliage; and large, rounded, light pink and red purple bi-colored flowers that are positioned above and beyond the foliage.