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How much can we say about the number of nilpotents in a finite local commutative ring?

A commutative ring is local if it has a single maximal ideal. If the ring is finite, this implies that all elements are either units or nilpotents. Further, all finite local rings have prime power order.

Given a prime power $p^k$ and a positive integer $n < p^k$, under what conditions on $p, k, n$ does there exist a local ring $R$ with $|R| = p^k$ and $n$ nilpotents?