Having visited and hiked in Ladakh thirty some years ago, I can say it is definitely the place for high altitude training.
The road from Srinigar to Ladakh was lined with monuments to the tractor drivers who had gone over while building the (often) single lane road. I believe the highest pass we crossed on that trip was 13,000 feet.