Yes, unmarried taxpayers are individually allowed to deduct mortgage interest on up to $750,000 of principal balance (on a new mortgage), so theoretically they can deduct the loan interest on a $1.5 million mortgage if it is equally split. However, they are not allowed to double-count the mortgage interest paid, regardless of the size of the mortgage.
