Never had to replace them so not sure where you would get the rubber ones as they are quite specific as to their inner and outer sizes, a standard 1/2" rubber washer doesn't quite fit if I remember rightly.
Would these be suitable?
https://www.screwfix.com/p/arctic-products-shower-hose-washers-5-pack/3841j