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logs/evaluation_log_20251030_163859.txt
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[2025-10-30 16:38:59,446] [INFO] Logging to outputs/runs/vit5/logs/evaluation_log_20251030_163859.txt
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[2025-10-30 16:38:59,446] [INFO] Arguments: {'model_name': 'VietAI/vit5-base', 'arch': 't5', 'train_file': 'data/ViHOS_train.csv', 'valid_file': 'data/ViHOS_dev.csv', 'test_file': 'data/ViHOS_test.csv', 'output_dir': None, 'run_name': 'vit5', '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 16:38:59,459] [INFO] Using device: cuda
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[2025-10-30 16:39:04,609] [INFO] Starting Trainer training ...
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[2025-10-30 16:54:04,066] [INFO] Running evaluation on test set ...
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[2025-10-30 16:54:06,831] [INFO] Final metrics: {'test_loss': 3.1183979511260986, 'test_f1': 0.4651990612464552, 'test_precision': 0.6274152676591701, 'test_recall': 0.5321523393269207, 'test_accuracy': 0.6196237222853193, 'test_runtime': 1.4088, 'test_samples_per_second': 785.043, 'test_steps_per_second': 24.843, 'exact_match': 0.006329113924050633}
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[2025-10-30 16:54:06,832] [INFO] Saving artifacts ...
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