As long as the distributions are done in the same tax year, they will flow through to the beneficiaries on K-1s and the estate will not owe any tax.  But that amount might put the kids in high brackets also.  I am working on a similar case and trying to find a way to get the money into inherited IRA's -- not ready yet to say it can't be done.