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removing redundant label columns from predictions
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phosseini committed Apr 28, 2022
1 parent c60d946 commit 4953eaf
Showing 1 changed file with 1 addition and 1 deletion.
2 changes: 1 addition & 1 deletion fine_tuning_copa.py
Original file line number Diff line number Diff line change
Expand Up @@ -205,6 +205,7 @@ def get_model():
df_test_dataset = test_dataset.to_pandas()
df_results['text'] = df_test_dataset['startphrase'] + " [0] " + df_test_dataset['ending0'] + " [1] " + df_test_dataset[
'ending1']
df_results['label'] = df_test_dataset['label']

for run in params['random_seeds']:
setattr(training_args, 'seed', run)
Expand All @@ -227,7 +228,6 @@ def get_model():
predicted = le.inverse_transform(predictions.predictions.argmax(-1))
labels = le.inverse_transform(test_dataset['label'])
df_results['predicted_{}'.format(run)] = predicted
df_results['labels_{}'.format(run)] = labels

assert accuracy_score(labels, predicted) == accuracy['accuracy']

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