from transformers.models.qwen2 import Qwen2TokenizerFast class MiniCPMVTokenizerFast(Qwen2TokenizerFast): def __init__(self, **kwargs): super().__init__(**kwargs) self.im_start = "" self.im_end = "" self.ref_start = "" self.ref_end = "" self.box_start = "" self.box_end = "" self.quad_start = "" self.quad_end = "" self.slice_start = "" self.slice_end = "" self.im_id_start = "" self.im_id_end = "" @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 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) @property def slice_start_id(self): return self.convert_tokens_to_ids(self.slice_start) @property def slice_end_id(self): return self.convert_tokens_to_ids(self.slice_end) @property def im_id_start_id(self): return self.convert_tokens_to_ids(self.im_id_start) @property def im_id_end_id(self): return self.convert_tokens_to_ids(self.im_id_end) @property def newline_id(self): return self.convert_tokens_to_ids('\n') @staticmethod def escape(text: str) -> str: return text @staticmethod def unescape(text: str) -> str: return text