Chim-puk Hermitage is a warren of caves that was once a retreat for Guru Rinpoche and other high ranking lamas. Chim-puk Hermitage is to the north-east of Samye. After crossing through desert-like territory for a couple of hours, the path ascends into the surprisingly lush area in which the caves are found. It can be an ideal route for day hike.