(Correct me if im wrong)
The French got their reputation for running when 3 battalions (two French, one American) advanced into the Argonne Forest in early October 1918. The communications were cut between the 3 groups, and the Americans dug in, the french withdrew.
Most of you know this story as "The Lost Battalion"