For an odd prime p, let φ denote the quadratic character of the multiplicative group F × p , where F p is the finite field of p elements. In this paper, we will obtain evaluations of the hypergeometric functions 2 F 1 φψ ψ φ ;x , x ∈ F p , x = 0, 1, over F p in terms of Hecke character attached to CM elliptic curves for characters ψ of F × p of order 3, 4, 6, 8, and 12.