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@@ -27,7 +27,7 @@ For more details, you can see our **paper** or [**GitHub**](https://github.com/A
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  1. Download the model by hugging face transformers.
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  ```python
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- from transformers import BertTokenizer, BertForMaskedLM
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  tokenizer = BertTokenizer.from_pretrained("AndyChiang/cdgp-csg-bert-cloth")
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  csg_model = BertForMaskedLM.from_pretrained("AndyChiang/cdgp-csg-bert-cloth")
 
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  1. Download the model by hugging face transformers.
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  ```python
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+ from transformers import BertTokenizer, BertForMaskedLM, pipeline
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  tokenizer = BertTokenizer.from_pretrained("AndyChiang/cdgp-csg-bert-cloth")
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  csg_model = BertForMaskedLM.from_pretrained("AndyChiang/cdgp-csg-bert-cloth")