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README.md
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---
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language:
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- zh
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license:
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- apache-2.0
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---
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```python
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import jieba_fast
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from transformers import BertTokenizer
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from transformers import BigBirdModel
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class JiebaTokenizer(BertTokenizer):
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def __init__(
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self, pre_tokenizer=lambda x: jieba_fast.cut(x, HMM=False), *args, **kwargs
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):
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super().__init__(*args, **kwargs)
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self.pre_tokenizer = pre_tokenizer
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def _tokenize(self, text, *arg, **kwargs):
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split_tokens = []
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for text in self.pre_tokenizer(text):
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if text in self.vocab:
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split_tokens.append(text)
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else:
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split_tokens.extend(super()._tokenize(text))
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return split_tokens
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model = BigBirdModel.from_pretrained('Lowin/chinese-bigbird-small')
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tokenizer = JiebaTokenizer.from_pretrained('Lowin/chinese-bigbird-small')
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```
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https://github.com/LowinLi/chinese-bigbird
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---
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language:
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- zh
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license:
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- apache-2.0
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---
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```python
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import jieba_fast
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from transformers import BertTokenizer
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from transformers import BigBirdModel
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class JiebaTokenizer(BertTokenizer):
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def __init__(
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self, pre_tokenizer=lambda x: jieba_fast.cut(x, HMM=False), *args, **kwargs
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):
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super().__init__(*args, **kwargs)
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self.pre_tokenizer = pre_tokenizer
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def _tokenize(self, text, *arg, **kwargs):
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split_tokens = []
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for text in self.pre_tokenizer(text):
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if text in self.vocab:
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split_tokens.append(text)
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else:
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split_tokens.extend(super()._tokenize(text))
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return split_tokens
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model = BigBirdModel.from_pretrained('Lowin/chinese-bigbird-small')
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tokenizer = JiebaTokenizer.from_pretrained('Lowin/chinese-bigbird-small')
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```
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https://github.com/LowinLi/chinese-bigbird
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