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Results for chunk starting at index 0: 
{'eval_loss': 0.16281947493553162, 
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'eval_recall': 0.7883697002335764, 
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'eval_mcc': 0.48648765699020435, 
'eval_runtime': 16692.2625, 
'eval_samples_per_second': 28.52, 
'eval_steps_per_second': 3.565}
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Evaluating chunks:  33%|███▎      | 2/6 [9:26:02<18:51:58, 16979.52s/it]
Results for chunk starting at index 476059: 
{'eval_loss': 0.16344980895519257, 
'eval_accuracy': 0.9567777714533166, 
'eval_precision': 0.3196216697006236, 
'eval_recall': 0.7886024155104142, 
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'eval_mcc': 0.48544689923167195, 
'eval_runtime': 16672.2981, 
'eval_samples_per_second': 28.554, 
'eval_steps_per_second': 3.569}
100%|██████████| 59508/59508 [4:37:55<00:00,  3.57it/s]
Evaluating chunks:  50%|█████     | 3/6 [14:08:51<14:08:44, 16974.73s/it]
Results for chunk starting at index 952118: 
{'eval_loss': 0.1632569283246994, 
'eval_accuracy': 0.9568784778271985, 
'eval_precision': 0.3203841149777803, 
'eval_recall': 0.789200909046289, 
'eval_f1': 0.45575134723334215, 
'eval_auc': 0.875002615396714, 
'eval_mcc': 0.4862682709936833, 
'eval_runtime': 16675.4517, 
'eval_samples_per_second': 28.548, 
'eval_steps_per_second': 3.569}
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Evaluating chunks:  67%|██████▋   | 4/6 [18:51:44<9:25:47, 16973.96s/it] 
Results for chunk starting at index 1428177: 
{'eval_loss': 0.16330331563949585, 
'eval_accuracy': 0.9568334686135617, 
'eval_precision': 0.3197263246852651, 
'eval_recall': 0.7887993201040533, 
'eval_f1': 0.45501862535446697, 
'eval_auc': 0.8747806698685904, 
'eval_mcc': 0.4856149474506069, 
'eval_runtime': 16677.0911, 
'eval_samples_per_second': 28.546, 
'eval_steps_per_second': 3.568}
100%|██████████| 59508/59508 [4:37:49<00:00,  3.57it/s]
Evaluating chunks:  83%|████████▎ | 5/6 [23:34:14<4:42:45, 16965.32s/it]
Results for chunk starting at index 1904236: 
{'eval_loss': 0.16286899149417877, 
'eval_accuracy': 0.9569266155719246, 
'eval_precision': 0.31968617340856564, 
'eval_recall': 0.7892815339885253, 
'eval_f1': 0.455058144001455, 
'eval_auc': 0.8750585709516482, 
'eval_mcc': 0.48578368439237707, 
'eval_runtime': 16670.1098, 
'eval_samples_per_second': 28.558, 
'eval_steps_per_second': 3.57}
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Evaluating chunks: 100%|██████████| 6/6 [23:34:14<00:00, 14142.45s/it]  
Results for chunk starting at index 2380295: 
{'eval_loss': 0.1318976879119873, 
'eval_accuracy': 0.9736842105263158, 
'eval_precision': 0.3333333333333333, 
'eval_recall': 0.7142857142857143, 
'eval_f1': 0.4545454545454545, 
'eval_auc': 0.8460069996818327, 
'eval_mcc': 0.47700413796588736, 
'eval_runtime': 0.0602, 
'eval_samples_per_second': 16.615, 
'eval_steps_per_second': 16.615}