Your parameters and tap water are probably ok for cherry shrimp . They are super easy compared to crystal/Taiwan bee (and therefore much cheaper to keep), but if you have crystals left alive I would probably try adjusting the water and see how it goes especially if you have a convenient shop where you can get RO water (if they still all die then you can empty the old water and completely start a fresh with remineralised RO water if you want to try crystals/Taiwan Bee again, or just go back to tap water and get cherry shrimp etc), if it goes well with the crystals you may get it to the point where they breed and you are all set. It should be fairly easy with that small size of tank whichever route you choose?
Good luck with whatever you choose, me personally, and I have lost a lot whilst learning, hadn't found this forum then, there is more satisfaction from doing something more difficult, I rarely even look at the shrimps in my cherry shrimp tank, plus of coarse crystals/taiwan bee are more colourful and varied.
Simon