I was looking for installation guide for on mobile phone (like HTC) but I cannot find any. Can someone point me in the right direction ?
It depends whether your phone supports a Linux distribution.
postmarketOS supports a few HTC devices, although it considers them “testing” rather than fully supported. If your phone is one of those, then you can follow the link there to get install instructions.
Then follow the instructions to install Plasma Mobile.