初始化项目，由ModelHub XC社区提供模型

Model: OpenBMB/MiniCPM-o-2_6
Source: Original Platform

tokenization_minicpmo_fast.py

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+# coding=utf-8
+# Copyright 2025 The OpenBMB Team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from transformers import Qwen2TokenizerFast
+
+
+class MiniCPMOTokenizerFast(Qwen2TokenizerFast):
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+        # image
+        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>"
+        self.im_id_start = "<image_id>"
+        self.im_id_end = "</image_id>"
+
+        # audio
+        self.audio_start = "<|audio_start|>"
+        self.audio_end = "<|audio_end|>"
+        self.spk_start = "<|spk_bos|>"
+        self.spk_end = "<|spk_eos|>"
+        self.tts_start = "<|tts_bos|>"
+        self.tts_end = "<|tts_eos|>"
+
+    @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 audio_start_id(self):
+        return self.convert_tokens_to_ids(self.audio_start)
+
+    @property
+    def audio_end_id(self):
+        return self.convert_tokens_to_ids(self.audio_end)
+
+    @property
+    def spk_start_id(self):
+        return self.convert_tokens_to_ids(self.spk_start)
+
+    @property
+    def spk_end_id(self):
+        return self.convert_tokens_to_ids(self.spk_end)
+
+    @property
+    def tts_start_id(self):
+        return self.convert_tokens_to_ids(self.tts_start)
+
+    @property
+    def tts_end_id(self):
+        return self.convert_tokens_to_ids(self.tts_end)
+
+    @staticmethod
+    def escape(text: str) -> str:
+        return text
+
+    @staticmethod
+    def unescape(text: str) -> str:
+        return text