Same issue here on Redmi Note 5 global (whyred). Thanks to this thread I could fix it.
Steps (on Linux):
1. boot into fastboot (vol down + power)
2. from folder with your twrp zip run:
sudo fastboot boot twrp-x.x.x-x-whyred.img
there might be an easier way to boot into recovery without having...