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| Training Loss | Epoch | Step | Validation Loss | Answer | Header | Question | Overall Precision | Overall Recall | Overall F1 | Overall Accuracy |
|---|---|---|---|---|---|---|---|---|---|---|
| 1.6774 | 1.0 | 19 | 1.3758 | {'precision': 0.06839378238341969, 'recall': 0.0815822002472188, 'f1': 0.07440811724915444, 'number': 809} | {'precision': 0.0, 'recall': 0.0, 'f1': 0.0, 'number': 119} | {'precision': 0.332824427480916, 'recall': 0.40938967136150234, 'f1': 0.367157894736842, 'number': 1065} | 0.2207 | 0.2519 | 0.2352 | 0.4928 |
| 1.169 | 2.0 | 38 | 0.9500 | {'precision': 0.4467425025853154, 'recall': 0.5339925834363412, 'f1': 0.48648648648648646, 'number': 809} | {'precision': 0.0, 'recall': 0.0, 'f1': 0.0, 'number': 119} | {'precision': 0.557753164556962, 'recall': 0.6619718309859155, 'f1': 0.605410047230571, 'number': 1065} | 0.5076 | 0.5705 | 0.5372 | 0.6799 |
| 0.8429 | 3.0 | 57 | 0.7922 | {'precision': 0.5751953125, 'recall': 0.7280593325092707, 'f1': 0.6426623022367702, 'number': 809} | {'precision': 0.0, 'recall': 0.0, 'f1': 0.0, 'number': 119} | {'precision': 0.6494676494676495, 'recall': 0.7446009389671362, 'f1': 0.6937882764654418, 'number': 1065} | 0.6051 | 0.6934 | 0.6462 | 0.7457 |
| 0.6915 | 4.0 | 76 | 0.7294 | {'precision': 0.5885262116716122, 'recall': 0.7354758961681088, 'f1': 0.6538461538461539, 'number': 809} | {'precision': 0.05172413793103448, 'recall': 0.025210084033613446, 'f1': 0.03389830508474576, 'number': 119} | {'precision': 0.6642628205128205, 'recall': 0.7784037558685446, 'f1': 0.7168179853004755, 'number': 1065} | 0.6159 | 0.7160 | 0.6622 | 0.7651 |
| 0.6221 | 5.0 | 95 | 0.7180 | {'precision': 0.596, 'recall': 0.7367119901112484, 'f1': 0.6589275843007186, 'number': 809} | {'precision': 0.08571428571428572, 'recall': 0.05042016806722689, 'f1': 0.06349206349206349, 'number': 119} | {'precision': 0.6859706362153344, 'recall': 0.7896713615023474, 'f1': 0.7341772151898733, 'number': 1065} | 0.6285 | 0.7240 | 0.6729 | 0.7704 |