from transformers import PreTrainedTokenizerFast REPO_ID = "Samai-sa/SamAI-Tokenizer" tokenizer = PreTrainedTokenizerFast.from_pretrained(REPO_ID) text = "المملكة العربية السعودية" encoding = tokenizer(text, add_special_tokens=False) print("Text:", text) print("Token IDs:", encoding["input_ids"]) print("Tokens:", tokenizer.convert_ids_to_tokens(encoding["input_ids"])) print("Token count:", len(encoding["input_ids"])) print("Decoded:", tokenizer.decode(encoding["input_ids"]))