If your husband was already married when you "married" him then your own marriage is null and void. In your case there is no need for a divorce because you are not legally married. You can be married...
In most states, you can file for divorce even if the other party isn't present. You could be granted a divorce by default so long as the other party does not contest. There is usually a waiting...