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Update app.py
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app.py
CHANGED
@@ -64,7 +64,7 @@ bertscore = load_metric('bertscore')
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MAX_INPUT_LENGTH = 256
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MAX_TARGET_LENGTH = 128
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def preprocess_function(examples):
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"""
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Preprocess entries of the given dataset
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@@ -147,7 +147,7 @@ def extract_labels(predictions):
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return labels
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def get_predictions_labels(model, dataloader):
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"""
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Evaluate model on the given dataset
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@@ -207,7 +207,7 @@ def load_data():
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dataloader = DataLoader(processed_dataset, batch_size=4)
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predictions, labels = get_predictions_labels(model, dataloader)
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predicted_feedback = extract_feedback(predictions)
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predicted_labels = extract_labels(predictions)
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MAX_INPUT_LENGTH = 256
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MAX_TARGET_LENGTH = 128
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def preprocess_function(examples, tokenizer):
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"""
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Preprocess entries of the given dataset
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return labels
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def get_predictions_labels(model, dataloader, tokenizer):
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"""
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Evaluate model on the given dataset
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dataloader = DataLoader(processed_dataset, batch_size=4)
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predictions, labels = get_predictions_labels(model, dataloader, tokenizer)
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predicted_feedback = extract_feedback(predictions)
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predicted_labels = extract_labels(predictions)
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