  In this paper, we study the non-Hermitian Yang-Mills (NHYM for short) bundles
over compact K\"ahler manifolds. We show that the existence of harmonic metrics
is equivalent to the semisimplicity of NHYM bundles, which confirms the
Conjecture 8.7 in \cite{KV}.
