Does the $I-V$ curve go to $\infty$ as the $V$ goes to $\infty$?

In the model of the $I-V$ curve as an exponential, $I$ does go to infinity as $V$ goes to infinity, and doesn't asymptote out (but it disappears off into the clouds very fast).

In practice you would blow up the diode before reaching infinity, of course!