You can reduce the penalty to 10% if you take the RMD within 2 years.
For each year after your required beginning date, you must withdraw your RMD by December 31. If you don’t take any distributions, or if the distributions are not large enough, you may have to pay a 25% excise tax on the amount not distributed as required (10% if withdrawn within 2 years).