You can start taking distributions subject to the following from IRS Tax Topic 558:
Distributions made as part of a series of substantially equal periodic payments over your life expectancy or the life expectancies of you and your designated beneficiary. If these distributions are from a qualified plan other than an IRA, you must separate from service with this employer before the payments begin for this exception to apply.
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Lump sum distributions would incur the penalty.
