A new and distinct cultivar of Nemesia plant named 'Nemhswhi' that is characterized by a semi-trailing and compact habit, white flowers, a yellow palate, very early flowering and absolutely no seedset. In combination these characteristics set 'Nemhswhi' apart from all other existing varieties of Nemesia known to the inventor.