Although they look like they were dug up from the earth, Baby Kohlrabi bulbs are really swollen stems that grow above ground. Firm stems with leaves that branch out evenly at all angles. The leaves, which taste like kale, collards or cabbage, can be steamed, boiled or added to soups. Both the leaves and stems are edible.