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why is fermi dirac type of distribution used in semiconductors

we assume that distribution of electrons follows fermi dirac distribution / statistics in semiconductor model which will help to find the concentrations of electron and holes and the relationship between them why is it that we use this distributio!! ? Why in particular is this distribution used in such models?