During the marriage, the property of both husband and wife can be regarded as joint property, and your husband's credit card loan is also a joint debt.
If you do this, the bank will ask you to provide proof of marriage. This is more troublesome. Since we are lovers, I suggest how to do it conveniently. It is not good to divide the property before buying a car.