nyust-eb210
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README.md
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@@ -34,8 +34,8 @@ Deploy [BERT-DRCD-QuestionAnswering](https://github.com/pleomax0730/BERT-DRCD-Qu
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### In Transformers
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```python
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text = "
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query = "
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device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
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tokenizer = BertTokenizerFast.from_pretrained("nyust-eb210/braslab-bert-drcd-384")
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model = BertForQuestionAnswering.from_pretrained("nyust-eb210/braslab-bert-drcd-384").to(device)
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@@ -50,5 +50,5 @@ answer = "".join(tokenizer.decode(answer).split())
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start_prob = torch.max(torch.nn.Softmax(dim=-1)(qa_outputs.start_logits)).item()
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end_prob = torch.max(torch.nn.Softmax(dim=-1)(qa_outputs.end_logits)).item()
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confidence = (start_prob + end_prob) / 2
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print(answer, confidence) #
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```
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### In Transformers
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```python
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text = "鴻海科技集團是由臺灣企業家郭台銘創辦的跨國企業,總部位於臺灣新北市土城區,主要生產地則在中國大陸,以富士康做為商標名稱。其專注於電子產品的代工服務,研發生產精密電氣元件、機殼、準系統、系統組裝、光通訊元件、液晶顯示件等3C產品上、下游產品及服務。"
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query = "鴻海集團總部位於哪裡?"
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device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
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tokenizer = BertTokenizerFast.from_pretrained("nyust-eb210/braslab-bert-drcd-384")
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model = BertForQuestionAnswering.from_pretrained("nyust-eb210/braslab-bert-drcd-384").to(device)
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start_prob = torch.max(torch.nn.Softmax(dim=-1)(qa_outputs.start_logits)).item()
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end_prob = torch.max(torch.nn.Softmax(dim=-1)(qa_outputs.end_logits)).item()
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confidence = (start_prob + end_prob) / 2
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print(answer, confidence) # 臺灣新北市土城區, 0.92
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```
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