My wife does not want to file taxes with me this year, so I will be filing married separate how much of a penalty is that and approximately how much would I have to pay?

My wife does not want to file taxes with me this year, so I will be filing married separately. What do I do and how much more does it cost to file married separately as opposed to being married joint?