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shibing624
commited on
Commit
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c659f9c
1
Parent(s):
d8e4e79
update init app.
Browse files
app.py
CHANGED
@@ -3,15 +3,13 @@ import operator
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import torch
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from transformers import BertTokenizer, BertForMaskedLM
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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tokenizer = BertTokenizer.from_pretrained("shibing624/macbert4csc-base-chinese")
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model = BertForMaskedLM.from_pretrained("shibing624/macbert4csc-base-chinese")
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model.to(device)
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def ai_text(texts):
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with torch.no_grad():
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outputs = model(**tokenizer(texts, padding=True, return_tensors='pt')
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def get_errors(corrected_text, origin_text):
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sub_details = []
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@@ -42,12 +40,14 @@ def ai_text(texts):
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return result
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examples = [
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['真麻烦你了。希望你们好好的跳无'],
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['少先队员因该为老人让坐'],
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['机七学习是人工智能领遇最能体现智能的一个分知'],
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['今天心情很好',
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['遇到一位很棒的奴生跟我聊天。'],
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['他的语说的很好,法语也不错'],
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['他法语说的很好,的语也不错'],
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@@ -56,6 +56,6 @@ examples = [
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]
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output_text = gr.outputs.Textbox()
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gr.Interface(ai_text, "
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description="Copy or input error Chinese text. Submit and the machine will correct text.",
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examples=examples).launch()
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import torch
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from transformers import BertTokenizer, BertForMaskedLM
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tokenizer = BertTokenizer.from_pretrained("shibing624/macbert4csc-base-chinese")
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model = BertForMaskedLM.from_pretrained("shibing624/macbert4csc-base-chinese")
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def ai_text(texts):
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with torch.no_grad():
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outputs = model(**tokenizer(texts, padding=True, return_tensors='pt'))
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def get_errors(corrected_text, origin_text):
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sub_details = []
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return result
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print(ai_text(['少先队员因该为老人让坐']))
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examples = [
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['真麻烦你了。希望你们好好的跳无'],
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['少先队员因该为老人让坐'],
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['机七学习是人工智能领遇最能体现智能的一个分知'],
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['今天心情很好'],
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['老是较书。'],
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['遇到一位很棒的奴生跟我聊天。'],
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['他的语说的很好,法语也不错'],
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['他法语说的很好,的语也不错'],
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]
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output_text = gr.outputs.Textbox()
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gr.Interface(ai_text, "text", "text", title="Chinese Text Correction shibing624/macbert4csc-base-chinese",
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description="Copy or input error Chinese text. Submit and the machine will correct text.",
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examples=examples).launch()
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