After hiking on the wrong trail for about an hour and a half, I found the treasure that I was looking for, the Buttermilk waterfall. One does not usually have to hike to see the falls. They are just steps from the road. If you wanted to go up, there are wooden stairs made by the government that go all the way up.
Here are some pictures.