The correct phrase is "lose weight," which means to reduce body mass or shed pounds. "Loose weight" is a frequent mix-up—"loose" refers to something not tight or free-fitting (like clothes), while "lose" means to drop or get rid of something. For example, you’d say, "I want to lose weight," not "loose weight." Using "lose" ensures clarity and correctness in your writing or speech!