We study a finite-field analogue of the Erdős distinct distances problem under the Hamming metric. For a set let denote the set of Hamming distances determined by . We prove the lower bound and show this bound is tight when , where the constant of proportionality depends only on . We then also study the problem of finding a large \emph{rainbow set}, that is, a subset for which all pairwise Hamming distances spanned by are distinct. In contrast to the Euclidean setting, we show that a set with many distinct distances does not imply the existence of a large rainbow set, by giving an explicit construction. Nevertheless, we establish the existence of large rainbow sets, and prove that every large set in necessarily contains a non-trivial rainbow subset.

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