Axis Bank was exploring a stake sale in its subsidiary Axis Finance, aiming to raise between Rs 2,000-4,000 crore through the divestment. On the National Stock Exchange, the shares of Axis Bank closed 2% lower at Rs 1,188 on Tuesday.