Badami is the nearest place where you can get some reasonable quality accommodation. See Badami Hotels for both budget type and upscale hotel accommodation in and around Badami town.
Also checkout Facilities in Pattadakal for more .
Pattadakal (Pattadakallu in local language ) in the Indian state of Karnataka is renowned for the group of the 8th century CE monuments. Pattadakal is a UNESCO World Heritage Site.