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We just bought a house and I was on the loan but my wife was not. She just had to sign an LOE saying I had full access to the funds in our joint account. They counted 100% of the balances, they were not split between us. I would assume it would work the same for you and your girlfried, but I can't say whether the fact that we are married had anything to do with it.