Hi we're planning to visit Inner Mongolia around 16th oct. I heard that it starts to snow?

Yeah, there is odds of snowfall during that time. It is really the slack seaon. so you may see yurts and have one to stay. But you will have little to see. If possible, I highly recommend you change the travel date to July to August, which is the best timing of that area.