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79
docs/source/ko/model_doc/bert-japanese.md
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docs/source/ko/model_doc/bert-japanese.md
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<!--Copyright 2020 The HuggingFace Team. All rights reserved.
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
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an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
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specific language governing permissions and limitations under the License.
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⚠️ Note that this file is in Markdown but contain specific syntax for our doc-builder (similar to MDX) that may not be
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rendered properly in your Markdown viewer.
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-->
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# 일본어 BERT (BertJapanese) [[bertjapanese]]
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## 개요 [[overview]]
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일본어 문장에 학습된 BERT 모델 입니다.
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각각 서로 다른 토큰화 방법을 사용하는 두 모델:
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- MeCab와 WordPiece를 사용하여 토큰화합니다. 이를 위해 추가 의존성 [fugashi](https://github.com/polm/fugashi)이 필요합니다. (이는 [MeCab](https://taku910.github.io/mecab/)의 래퍼입니다.)
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- 문자 단위로 토큰화합니다.
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*MecabTokenizer*를 사용하려면, 의존성을 설치하기 위해 `pip install transformers["ja"]` (또는 소스에서 설치하는 경우 `pip install -e .["ja"]`) 명령을 실행해야 합니다.
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자세한 내용은 [cl-tohoku 리포지토리](https://github.com/cl-tohoku/bert-japanese)에서 확인하세요.
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MeCab과 WordPiece 토큰화를 사용하는 모델 예시:
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```python
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>>> import torch
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>>> from transformers import AutoModel, AutoTokenizer
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>>> bertjapanese = AutoModel.from_pretrained("cl-tohoku/bert-base-japanese")
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>>> tokenizer = AutoTokenizer.from_pretrained("cl-tohoku/bert-base-japanese")
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>>> ## Input Japanese Text
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>>> line = "吾輩は猫である。"
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>>> inputs = tokenizer(line, return_tensors="pt")
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>>> print(tokenizer.decode(inputs["input_ids"][0]))
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[CLS] 吾輩 は 猫 で ある 。 [SEP]
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>>> outputs = bertjapanese(**inputs)
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```
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문자 토큰화를 사용하는 모델 예시:
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```python
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>>> bertjapanese = AutoModel.from_pretrained("cl-tohoku/bert-base-japanese-char")
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>>> tokenizer = AutoTokenizer.from_pretrained("cl-tohoku/bert-base-japanese-char")
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>>> ## Input Japanese Text
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>>> line = "吾輩は猫である。"
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>>> inputs = tokenizer(line, return_tensors="pt")
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>>> print(tokenizer.decode(inputs["input_ids"][0]))
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[CLS] 吾 輩 は 猫 で あ る 。 [SEP]
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>>> outputs = bertjapanese(**inputs)
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```
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<Tip>
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이는 토큰화 방법을 제외하고는 BERT와 동일합니다. API 참조 정보는 [BERT 문서](https://huggingface.co/docs/transformers/main/en/model_doc/bert)를 참조하세요.
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이 모델은 [cl-tohoku](https://huggingface.co/cl-tohoku)께서 기여하였습니다.
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</Tip>
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## BertJapaneseTokenizer
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[[autodoc]] BertJapaneseTokenizer
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