A new and distinct cultivar of Torenia plant named ‘17TOR1-7-04’, characterized by its compact, semi-upright, mounding to trailing and decumbent plant habit; vigorous growth habit; freely branching habit; relatively short internodes; freely flowering habit; large reddish purple and light purple-colored flowers; and good garden performance.