Divyanshu04 commited on
Commit
5090fb7
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verified ·
1 Parent(s): b6452be

Update src/streamlit_app.py

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  1. src/streamlit_app.py +2 -2
src/streamlit_app.py CHANGED
@@ -23,11 +23,11 @@ if sys.platform == "win32":
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  @st.cache_resource
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  def load_prediction_model():
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  tokenizer = BertTokenizer.from_pretrained('https://huggingface.co/bert-base-uncased')
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- with open('src/label_encoder.pkl', 'rb') as f:
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  label_encoder = pickle.load(f)
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  id_to_class = {idx: class_name for idx, class_name in enumerate(label_encoder.classes_)}
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- model = AutoModelForSequenceClassification.from_pretrained("Divyanshu04/Issue_categorizer")
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  # model.load_state_dict(torch.load('Divyanshu04/Issue_categorizer', map_location=torch.device('cpu'))['model_state_dict'])
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  model.eval()
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  return tokenizer, model, id_to_class
 
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  @st.cache_resource
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  def load_prediction_model():
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  tokenizer = BertTokenizer.from_pretrained('https://huggingface.co/bert-base-uncased')
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+ with open('label_encoder.pkl', 'rb') as f:
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  label_encoder = pickle.load(f)
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  id_to_class = {idx: class_name for idx, class_name in enumerate(label_encoder.classes_)}
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+ model = BertForSequenceClassification.from_pretrained('Divyanshu04/Issue_categorizer')
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  # model.load_state_dict(torch.load('Divyanshu04/Issue_categorizer', map_location=torch.device('cpu'))['model_state_dict'])
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  model.eval()
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  return tokenizer, model, id_to_class