I've tried to download latest version ROM for Redmi Note 3G via OTA, but failed. Finally I decided to download it manually.
Currently the latest ROM for Redmi Note 3G is 126.96.36.199.KHDMICF. If you want to download it, please check this this link (official download page). As a reminder, do not forget to backup your phone before upgrading the data.