Files changed (1) hide show
  1. README.md +4 -1
README.md CHANGED
@@ -72,7 +72,11 @@ from model import CustomBertModel
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  tokenizer = BertTokenizer.from_pretrained('Berketarak/Product-Matching-Classifier')
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  model = CustomBertModel.from_pretrained('Berketarak/Product-Matching-Classifier')
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  product1 = 'X brand Pegasus Sneakers'
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  product2 = 'Y brand Shoes'
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@@ -91,4 +95,3 @@ if output > 0.5:
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  print(f"The products are likely the SAME. Model output: {output}")
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  else:
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  print(f"The products are likely DIFFERENT. Model output: {output}")
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-
 
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  tokenizer = BertTokenizer.from_pretrained('Berketarak/Product-Matching-Classifier')
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  model = CustomBertModel.from_pretrained('Berketarak/Product-Matching-Classifier')
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+ # Send model to GPU
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+ device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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+ model.to(device)
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+ # Define the products
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  product1 = 'X brand Pegasus Sneakers'
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  product2 = 'Y brand Shoes'
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  print(f"The products are likely the SAME. Model output: {output}")
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  else:
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  print(f"The products are likely DIFFERENT. Model output: {output}")