Ultimately it's your decision, but it's advisable to wait until you receive a determination on your exemption.
If you file now, you'll need to file as if no exemption exists and pay the penalty, as you suggest. It might not sound like a big deal, but undoing something like this in a bureaucracy doesn't necessarily always go well. It could utlimately cost you a lot of time and frustration.
