Melt the butter in a small pan over low heat. Mix in the brown sugar and cinnamon. Spread the mixture evenly on the bottom of a 9 x 13 baking dish. Top with two layers of bread, packed tightly together. In a bowl, whisk together eggs, salt, vanilla, and milk. Pour evenly over the bread. Cover with plastic wrap and refrigerate overnight or for at least 8 hours.