Abstract: In virtue of the notion of log likelilood ratio the limit properties of the sequences of dependent nonnegative integer-valued random variables are studied, and a class of strong linit theorems represented by inequalities with random bounds which we call the random deviation theorem are obtained. In tile proof an approach of applying the tool of generating function to tile study of strong limit theorem is proposed.