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# KrELECTRA-base-mecab
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Korean-based Pre-trained ELECTRA Language Model using Mecab (Morphological Analyzer)
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For more detail, please see [original repository](https://github.com/monologg/KoELECTRA/blob/master/README_EN.md).
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# KrELECTRA-base-mecab
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Korean-based Pre-trained ELECTRA Language Model using Mecab (Morphological Analyzer)
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For more detail, please see [original repository](https://github.com/monologg/KoELECTRA/blob/master/README_EN.md).
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## Usage
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### Load model and tokenizer
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```python
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>>> from transformers import AutoTokenizer, AutoModelForPreTraining
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>>> model = AutoModelForPreTraining.from_pretrained("Jinhwan/krelectra-base-mecab")
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>>> tokenizer = AutoTokenizer.from_pretrained("Jinhwan/krelectra-base-mecab")
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```
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### Tokenizer example
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```python
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>>> from transformers import AutoTokenizer
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>>> tokenizer = AutoTokenizer.from_pretrained("Jinhwan/krelectra-base-mecab")
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>>> tokenizer.tokenize("[CLS] 한국어 ELECTRA를 공유합니다. [SEP]")
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['[CLS]', '한국어', 'EL', '##ECT', '##RA', '##를', '공유', '##합', '##니다', '.', '[SEP]']
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>>> tokenizer.convert_tokens_to_ids(['[CLS]', '한국어', 'EL', '##ECT', '##RA', '##를', '공유', '##합', '##니다', '.', '[SEP]'])
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[2, 7214, 24023, 24663, 26580, 3195, 7086, 3746, 5500, 17, 3]
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