adarsh
commited on
Commit
•
0115e86
1
Parent(s):
09df302
updated 5k model version
Browse files
app.py
CHANGED
@@ -5,7 +5,7 @@ from transformers import BertTokenizer, BertForSequenceClassification
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label_dict = {"Urgency": 0, "Not Dark Pattern": 1, "Scarcity": 2, "Misdirection": 3, "Social Proof": 4, "Obstruction": 5, "Sneaking": 6, "Forced Action": 7}
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model = BertForSequenceClassification.from_pretrained("bert-base-uncased", num_labels=len(label_dict))
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fine_tuned_model_path = "models/
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model.load_state_dict(torch.load(fine_tuned_model_path, map_location=torch.device('cpu')))
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tokenizer = BertTokenizer.from_pretrained('bert-base-uncased', do_lower_case=True)
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label_dict = {"Urgency": 0, "Not Dark Pattern": 1, "Scarcity": 2, "Misdirection": 3, "Social Proof": 4, "Obstruction": 5, "Sneaking": 6, "Forced Action": 7}
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model = BertForSequenceClassification.from_pretrained("bert-base-uncased", num_labels=len(label_dict))
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+
fine_tuned_model_path = "models/finetuned_BERT_5k_epoch_5.model"
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model.load_state_dict(torch.load(fine_tuned_model_path, map_location=torch.device('cpu')))
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tokenizer = BertTokenizer.from_pretrained('bert-base-uncased', do_lower_case=True)
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