Doi Thepnimit is a small but so beautifully decorated temple, and with such a view, it’s worth stopping on your way in or out Patong beach. The Doi Thepnimit temple is a "Samnak Song" (สำนักสงฆ์) which is more like a monastery or meditation center. These places may not have all features of a larger Wat. Doi Thepnimit has really just one large Chedi with a great view and on a lower level are buildings that look like accommodation and dining areas for Monks or people coming to study or meditate.

The Chedi (a Buddhist stupa) is ornate with colourful seven-heads Naga (a mythical serpent-like creature) and many other mythological characters. All the sculptures and carvings are exceptionally well executed, and it is a pleasure to admire the craftsmanship. Note that the pagoda area is not always opened, but you can still walk around it. The shape of the chedi is Pra Tat Pra Nom style, from the northeast part of Thailand. This Temple is impressive and very bright and colourful as it's so new! The entrance (below) is guarded by 2 Yaks (mythical giants, often seen at temples) and also by 2 Naga (7 headed mythical snakes) - Buddhist stories tell of the king of the Naga sheltering Buddha from a storm by covering him with his 7 heads, so you see the Naga in pretty much all Buddhist temples too.
Just remember to dress and behave appropriately as this is a religious place and you will frequently see monks and nuns meditating or sweeping the surrounding of the temples.