In monoatomic form hydrogen atom has only one electron in K-shell ($1s^1$) while in diatomic form, the K-shell is complete ($1s^2$). This means that in diatomic form, hydrogen ($H^2$) has acquired the configuration of nearest noble gas, helium. It is therefore, quite stable.