Exhibits here are heavy on artefacts and historic photos of the Tea Horse Road era, but light on English signage. The main reason to visit is the building itself, tastefully restored to retain much of the original material.
From the old town's north gate head in about 300m, from which point the museum is down an alley to the left. The ticket includes admission to several other minor sites in Shuhe, so keep it handy.