Here's why:
* It describes a noun: It tells us about the size or importance of something. For example, "She wore a diminutive hat."
* It can modify other adjectives: "A diminutive, delicate flower"
While "diminutive" can also be a noun (referring to a small word form), in the vast majority of cases it functions as an adjective.