Are my girlfriends kids considered my step children or do we have to be married?

You have to be married for them to be your step kids and "qualifying children" for tax purposes.

A stepchild is a child of your spouse from a former relationship.  No spouse = no stepchild.

A stepchild is a child of your spouse or former spouse.  No spouse = no stepchild.

Thanks.