Intuitively I would immediately assume no, but that's not how things usually work in math and considering there are different kinds of infinities I haven't been able to find the answer.
Here's my definition of the distance between 2 sets:
$d(A,B) = \inf{\{||\vec a - \vec b||:\vec a \in A, \vec b \in B\}}$
The distance between two sets of the same metric space is defined as:
$$d(A,B) = \inf_{x\in A,\ y\in B} d(x,y)$$
That means that if $x\in A$ and $y\in B$ then $d(x,y) \geq d(A,B)$.
Now, $d(x,y)$ is always finite in a metric space so $d(A,B)$ must be too.