Let \(B_{k,\ell }(n)\) count the number of \((k,\ell )\) -regular bipartitions of n. In this paper, we establish infinite families of congruences modulo powers of 5 for \(B_{5^{2k-1}, 5^{2k}}(n)\) , for \(k \ge 1\) . In particular, for any integers \(n \ge 0\) , \(\beta \ge 0\) and \(k \ge 1\) , we prove that \(\begin{aligned} B_{5^{2k-1}, 5^{2k}} \left( 5^{2k+2\beta -1} n + \dfrac{2 \cdot 5^{2k+\beta } - 3 \cdot 5^{2k-1} + 1}{12} \right) \equiv 0 \pmod {5^{k+\beta }}, \end{aligned}\) by deriving the exact generating functions of specific arithmetic progressions in \(B_{5^{2k-1}, 5^{2k}}(n)\) . This result substantially extends the earlier findings of Tang (Quaestiones Mathematicae 2020, 43(2): 169-183).