It depends on what your current interest rate is and if you can find a private loan offering a better rate. It also depends on whether a different loan term could better fit your financial situation.
Don't forget to consider whether you stand to lose the benefits that a government student loan provides. These include tax-deductible interest rates and access to loan repayment assistance.