Abstract: Donsker-Varadhan's large deviation theory is applied to Markov chains with continuous parameter and countable state space. Since the lower estimate given by Donsker and Varadhan[5; part 4] is general enough in our context, we study only the upper estimate, and make the conditions for the estimate explicit.