Who is they? The 401K plan? You have to ask them. But for taxes it will be taxable and a 10% Early Withdrawal Penalty if you are under 59 1/2. There's only a few exceptions to the penalty.
401K penalty exceptions
https://ttlc.intuit.com/turbotax-support/en-us/help-article/retirement-benefits/exceptions-penalty-e...
