Current studies offer little insight on how epigenetic remodeling of bone-specific chromatin maintains bone mass in vivo. Understanding this gap and precise mechanism is pivotal for future therapeutic innovation to prevent bone loss. Recently, we found that low bone mass is associated with decreased H3K27 acetylation (activating histone modification) of bone specific gene promoters. Here, we aim to elucidate the epigenetic mechanisms by which a miRNA cluster controls bone synthesis and homeostasis by regulating chromatin accessibility and H3K27 acetylation. In order to decipher the epigenetic axis that regulates osteogenesis, we studied a drug inducible anti-miR-23a cluster (miR-23a ClZIP) knockdown mouse model. MiR-23a cluster knockdown (heterozygous) mice developed high bone mass. These mice displayed increased expression of Runx2 and Baf45a, essential factors for skeletogenesis; and decreased expression of Ezh2, a chromatin repressor indispensable for skeletogenesis. ChIP assays using miR-23a Cl knockdown calvarial cells revealed a BAF45A-EZH2 epigenetic antagonistic mechanism that maintains bone formation. Together, our findings support that the miR-23a Cl connection with tissue-specific RUNX2-BAF45A-EZH2 function is a novel molecular epigenetic axis through which a miRNA cluster orchestrates chromatin modification to elicit major effects on osteogenesis in vivo.