Ok i have successfully made detokenizator which goes trough the token id book that many times as a token because token id =id book entries untill the token, and also i have made matrix–vector dot product calculator which goes through all token ids and translates them into a big amount of vectors which then in another step i will be doing comparison hbuf with all these vectors to find a token with lovest diff and that will be our output token, but big but it still isn’t tested i will be testing it when i will have the full command done for now i just want to live in an illusion that my code is error free