  Let $q$ be an odd number and $q>5$, and $\mathbb{F}_q$ be a finite field of
$q$ elements. We prove that at most finitely many singular moduli of rank 2
$\mathbb{F}_q[t]$-Drinfeld modules are algebraic units. In particular, we
develop some techniques of heights of Drinfeld modules to approach it.
