Electric vehicle tax credit- Do I stop withholding any federal tax for entire year?

I see the federal tax credit for electric vehicles is non-refundable credit. So to use the maximum amount, do I need to stop paying federal taxes per paycheck and then at the end of year when filing taxes, pay the difference between "What I owe for full year" minus "Electric Car credit"?