In this paper, we establish stochastic elastic model and stochastic Peierls--Nabarro (PN) model with short range order (SRO) in high--entropy alloys (HEAs). These models are applied to describe the physical quantities in high--entropy alloys (HEAs) in the continuum scale with or without defect, which incorporate the atomic level randomness.