Abstract. For a cardinal κ and a model M of cardinality κ let No(M ) denote the number of nonisomorphic models of cardinality κ which are L ∞,κ -equivalent to M . We prove that for κ a weakly compact cardinal, the question of the possible values of No(M ) for models M of cardinality κ is equivalent to the question of the possible numbers of equivalence classes of equivalence relations which are Σ . This result extends to all structures of singular cardinality λ provided that λ is of countable cofinality [Cha68]. The case where M is of singular cardinality λ with uncountable cofinality κ was first treated in [She85] and later on in [She86]. In these papers Shelah showed that if κ > ℵ 0 , θ κ < λ for every θ < λ, and 0 < µ < λ or µ = λ κ , then No(M) = µ for some model M of cardinality λ. In [SV00] of the present authors the singular case is revisited, and in particular, it is established, under the same assumptions as above, that the values µ with λ ≤ µ < λ κ are possible for No(M) with M of cardinality λ.