Given a graph G with a set F (v) of forbidden values at each v ∈ V (G), an F -avoiding orientation of G is an orientation in which deg, then G has an F -avoiding orientation, and they showed that this statement is true when 1 2 is replaced by 1 4 . In this paper, we take a step toward this conjecture by proving that if |F (v)| < ⌊ 1 3 deg(v)⌋ for each vertex v, then G has an F -avoiding orientation. Furthermore, we show that if the maximum degree of G is subexponential in terms of the minimum degree, then this coefficient of 1 3 can be increased to √ 2 − 1 − o(1) ≈ 0.414. Our main tool is a new sufficient condition for the existence of an F -avoiding orientation based on the Combinatorial Nullstellensatz of Alon and Tarsi.