At the end of the path is a chest with Hi Potion. Lunar Subterrane: Part II. That's all there is to it! Heal your party with Cure spells, then talk to the White Chocobo as many times as you need to restore your MP. In case you want some Mythril pieces for your party but can't afford them yet, spend some time in the Baron Waterway grinding.
nest...