He got up before dawn in the dark to catch the train.
Tips
usage
摸 (to feel, grope) + 黑 (dark) — visualize feeling your way along a wall when the lights are out. Beyond literal darkness, 摸黑 also covers "in the pre-dawn dark," as in 摸黑出门 ("set out before sunrise").