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logs/evaluation_log_20251030_162843.txt
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[2025-10-30 16:28:43,378] [INFO] Logging to outputs/runs/mbert/logs/evaluation_log_20251030_162843.txt
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[2025-10-30 16:28:43,378] [INFO] Arguments: {'model_name': 'bert-base-multilingual-cased', 'arch': 'linear', 'train_file': 'data/ViHOS_train.csv', 'valid_file': 'data/ViHOS_dev.csv', 'test_file': 'data/ViHOS_test.csv', 'output_dir': None, 'run_name': 'mbert', 'max_length': 64, 'batch_size': 32, 'learning_rate': 5e-06, 'epochs': 100, 'early_stopping_patience': 5, 'seed': 42, 'task': 'hate-speech-span', 'push_to_hub': False, 'hub_repo': None, 'use_trainer': True}
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[2025-10-30 16:28:43,391] [INFO] Using device: cuda
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[2025-10-30 16:28:47,899] [INFO] Starting Trainer training ...
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[2025-10-30 16:37:09,853] [INFO] Running evaluation on test set ...
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[2025-10-30 16:37:12,595] [INFO] Final metrics: {'test_loss': 0.6075913906097412, 'test_f1': 0.6523036108436355, 'test_precision': 0.6516278422237556, 'test_recall': 0.6530961202851331, 'test_accuracy': 0.6747589531680441, 'test_runtime': 1.3219, 'test_samples_per_second': 836.7, 'test_steps_per_second': 26.478, 'exact_match': 0.012658227848101266}
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[2025-10-30 16:37:12,596] [INFO] Saving artifacts ...
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