If you are filing jointly then you should file as joint residents of one state and part year residents of the other so that your residency is joint as well. Otherwise you should file joint federally and separate on the state returns.
If you are continuing to file as joint you will need to go through each return and exclude the spouse's income from taxation item by item. Otherwise the states both think that they are entitled to tax both of you.
@Peter-X
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