import json from transformers.tokenization_utils_fast import PreTrainedTokenizerFast class MiniCPMVTokenizerFast(PreTrainedTokenizerFast): def __init__(self, **kwargs): super().__init__(**kwargs) self.eot_token = "<|eot_id|>" self.im_start = "<image>" self.im_end = "</image>" self.ref_start = "<ref>" self.ref_end = "</ref>" self.box_start = "<box>" self.box_end = "</box>" self.quad_start = "<quad>" self.quad_end = "</quad>" self.slice_start = "<slice>" self.slice_end = "</slice>" @property def eos_id(self): return self.eos_token_id @property def bos_id(self): return self.bos_token_id @property def unk_id(self): return self.unk_token_id @property def eot_id(self): return self.convert_tokens_to_ids(self.eot_token) @property def im_start_id(self): return self.convert_tokens_to_ids(self.im_start) @property def im_end_id(self): return self.convert_tokens_to_ids(self.im_end) @staticmethod def escape(text: str) -> str: return text @staticmethod def unescape(text: str) -> str: return text