The Liberty Gem Mine is located down Croy Creek Road outside of Hailey. It still has several structures standing and even has a well established fence to keep you out.
Head west out of Hailey on Croy Creek Road. Continue down the road as it turns to dirt. On the right hand side, there will be a spur road that leads to the mine. There are structures visible from the main road.