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Update app.py
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app.py
CHANGED
@@ -76,7 +76,7 @@ def classify_email_single_model(text, model_name):
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with torch.no_grad():
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outputs = models[model_name](**inputs)
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prediction = torch.argmax(outputs.logits, dim=1).item()
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probs = F.softmax(logits, dim=1)
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probs_percent = probs.cpu().numpy() * 100
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response = {"prediction": labels[prediction], "probabilities": probs_percent}
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return response
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with torch.no_grad():
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outputs = models[model_name](**inputs)
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prediction = torch.argmax(outputs.logits, dim=1).item()
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probs = F.softmax(outputs.logits, dim=1)
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probs_percent = probs.cpu().numpy() * 100
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response = {"prediction": labels[prediction], "probabilities": probs_percent}
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return response
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