{ "best_metric": null, "best_model_checkpoint": null, "epoch": 100.0, "eval_steps": 500, "global_step": 10600, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 4.570859432220459, "learning_rate": 4.9500000000000004e-05, "loss": 0.341, "step": 106 }, { "epoch": 1.0, "eval_LOCATION_f1": 0.8, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7380952380952381, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.6973684210526315, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6091954022988506, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8509316770186336, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.7965116279069767, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7341772151898734, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.6304347826086957, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.7692307692307693, "eval_TIME_number": 28, "eval_TIME_precision": 0.6756756756756757, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.1448812186717987, "eval_overall_accuracy": 0.9522308438409312, "eval_overall_f1": 0.7917205692108668, "eval_overall_precision": 0.7183098591549296, "eval_overall_recall": 0.8818443804034583, "eval_runtime": 0.3665, "eval_samples_per_second": 510.216, "eval_steps_per_second": 8.185, "step": 106 }, { "epoch": 2.0, "grad_norm": 2.158717393875122, "learning_rate": 4.9e-05, "loss": 0.125, "step": 212 }, { "epoch": 2.0, "eval_LOCATION_f1": 0.7875000000000001, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7078651685393258, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.6707317073170732, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5555555555555556, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8974358974358974, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8641975308641975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.6506024096385542, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.54, "eval_QUANTITY_recall": 0.8181818181818182, "eval_TIME_f1": 0.7187499999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.6388888888888888, "eval_TIME_recall": 0.8214285714285714, "eval_loss": 0.15502017736434937, "eval_overall_accuracy": 0.9500484966052376, "eval_overall_f1": 0.7867177522349936, "eval_overall_precision": 0.7064220183486238, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3859, "eval_samples_per_second": 484.571, "eval_steps_per_second": 7.774, "step": 212 }, { "epoch": 3.0, "grad_norm": 3.599668025970459, "learning_rate": 4.85e-05, "loss": 0.0885, "step": 318 }, { "epoch": 3.0, "eval_LOCATION_f1": 0.725, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.651685393258427, "eval_LOCATION_recall": 0.8169014084507042, "eval_ORGANIZATION_f1": 0.7837837837837838, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6987951807228916, "eval_ORGANIZATION_recall": 0.8923076923076924, "eval_PERSON_f1": 0.8925081433224756, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8726114649681529, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.8115942028985507, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7777777777777778, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8727272727272727, "eval_TIME_number": 28, "eval_TIME_precision": 0.8888888888888888, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.140259250998497, "eval_overall_accuracy": 0.9561105722599418, "eval_overall_f1": 0.8254397834912043, "eval_overall_precision": 0.7780612244897959, "eval_overall_recall": 0.8789625360230547, "eval_runtime": 0.3708, "eval_samples_per_second": 504.338, "eval_steps_per_second": 8.091, "step": 318 }, { "epoch": 4.0, "grad_norm": 0.3577202558517456, "learning_rate": 4.8e-05, "loss": 0.0577, "step": 424 }, { "epoch": 4.0, "eval_LOCATION_f1": 0.8053691275167785, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7692307692307693, "eval_LOCATION_recall": 0.8450704225352113, "eval_ORGANIZATION_f1": 0.7333333333333334, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6470588235294118, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8974358974358974, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8641975308641975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8115942028985507, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7777777777777778, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8727272727272727, "eval_TIME_number": 28, "eval_TIME_precision": 0.8888888888888888, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.159939706325531, "eval_overall_accuracy": 0.9604752667313288, "eval_overall_f1": 0.8353741496598639, "eval_overall_precision": 0.7912371134020618, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.3999, "eval_samples_per_second": 467.655, "eval_steps_per_second": 7.502, "step": 424 }, { "epoch": 5.0, "grad_norm": 2.663273572921753, "learning_rate": 4.75e-05, "loss": 0.0416, "step": 530 }, { "epoch": 5.0, "eval_LOCATION_f1": 0.7894736842105262, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7407407407407407, "eval_LOCATION_recall": 0.8450704225352113, "eval_ORGANIZATION_f1": 0.7333333333333334, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6470588235294118, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8932038834951457, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8679245283018868, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7692307692307693, "eval_TIME_number": 28, "eval_TIME_precision": 0.6756756756756757, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.19336794316768646, "eval_overall_accuracy": 0.9546556741028128, "eval_overall_f1": 0.8192771084337349, "eval_overall_precision": 0.765, "eval_overall_recall": 0.8818443804034583, "eval_runtime": 0.3772, "eval_samples_per_second": 495.755, "eval_steps_per_second": 7.953, "step": 530 }, { "epoch": 6.0, "grad_norm": 1.2095777988433838, "learning_rate": 4.7e-05, "loss": 0.0279, "step": 636 }, { "epoch": 6.0, "eval_LOCATION_f1": 0.8025477707006369, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7325581395348837, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7142857142857142, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6666666666666666, "eval_ORGANIZATION_recall": 0.7692307692307693, "eval_PERSON_f1": 0.8698412698412699, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8303030303030303, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.8055555555555556, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7435897435897436, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.2035682201385498, "eval_overall_accuracy": 0.9556256062075654, "eval_overall_f1": 0.814516129032258, "eval_overall_precision": 0.7632241813602015, "eval_overall_recall": 0.8731988472622478, "eval_runtime": 0.3709, "eval_samples_per_second": 504.187, "eval_steps_per_second": 8.089, "step": 636 }, { "epoch": 7.0, "grad_norm": 2.685880661010742, "learning_rate": 4.6500000000000005e-05, "loss": 0.0217, "step": 742 }, { "epoch": 7.0, "eval_LOCATION_f1": 0.7692307692307694, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7058823529411765, "eval_LOCATION_recall": 0.8450704225352113, "eval_ORGANIZATION_f1": 0.7517730496453899, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6973684210526315, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8838709677419355, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.85625, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7605633802816901, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7105263157894737, "eval_QUANTITY_recall": 0.8181818181818182, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 28, "eval_TIME_precision": 0.8275862068965517, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.2385089248418808, "eval_overall_accuracy": 0.9536857419980601, "eval_overall_f1": 0.8190476190476191, "eval_overall_precision": 0.7757731958762887, "eval_overall_recall": 0.8674351585014409, "eval_runtime": 0.3706, "eval_samples_per_second": 504.653, "eval_steps_per_second": 8.096, "step": 742 }, { "epoch": 8.0, "grad_norm": 1.1274532079696655, "learning_rate": 4.600000000000001e-05, "loss": 0.0156, "step": 848 }, { "epoch": 8.0, "eval_LOCATION_f1": 0.8211920529801324, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.775, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.6906474820143885, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6486486486486487, "eval_ORGANIZATION_recall": 0.7384615384615385, "eval_PERSON_f1": 0.9061488673139159, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8805031446540881, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7666666666666666, "eval_TIME_number": 28, "eval_TIME_precision": 0.71875, "eval_TIME_recall": 0.8214285714285714, "eval_loss": 0.24100376665592194, "eval_overall_accuracy": 0.9580504364694471, "eval_overall_f1": 0.8246575342465754, "eval_overall_precision": 0.7859007832898173, "eval_overall_recall": 0.8674351585014409, "eval_runtime": 0.3806, "eval_samples_per_second": 491.299, "eval_steps_per_second": 7.882, "step": 848 }, { "epoch": 9.0, "grad_norm": 0.09234097599983215, "learning_rate": 4.55e-05, "loss": 0.0115, "step": 954 }, { "epoch": 9.0, "eval_LOCATION_f1": 0.802721088435374, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7763157894736842, "eval_LOCATION_recall": 0.8309859154929577, "eval_ORGANIZATION_f1": 0.7737226277372263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7361111111111112, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8874172185430463, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.881578947368421, "eval_PERSON_recall": 0.8933333333333333, "eval_QUANTITY_f1": 0.8055555555555556, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7435897435897436, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 28, "eval_TIME_precision": 0.8275862068965517, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.2652629017829895, "eval_overall_accuracy": 0.9590203685741998, "eval_overall_f1": 0.8363636363636364, "eval_overall_precision": 0.8125, "eval_overall_recall": 0.861671469740634, "eval_runtime": 0.3686, "eval_samples_per_second": 507.285, "eval_steps_per_second": 8.138, "step": 954 }, { "epoch": 10.0, "grad_norm": 0.10166473686695099, "learning_rate": 4.5e-05, "loss": 0.0115, "step": 1060 }, { "epoch": 10.0, "eval_LOCATION_f1": 0.7945205479452055, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7733333333333333, "eval_LOCATION_recall": 0.8169014084507042, "eval_ORGANIZATION_f1": 0.7887323943661972, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7272727272727273, "eval_ORGANIZATION_recall": 0.8615384615384616, "eval_PERSON_f1": 0.9025974025974027, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.879746835443038, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8450704225352113, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7894736842105263, "eval_QUANTITY_recall": 0.9090909090909091, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 28, "eval_TIME_precision": 0.8275862068965517, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.23218387365341187, "eval_overall_accuracy": 0.9631425800193987, "eval_overall_f1": 0.8480662983425414, "eval_overall_precision": 0.8143236074270557, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.381, "eval_samples_per_second": 490.801, "eval_steps_per_second": 7.874, "step": 1060 }, { "epoch": 11.0, "grad_norm": 3.547823905944824, "learning_rate": 4.4500000000000004e-05, "loss": 0.0073, "step": 1166 }, { "epoch": 11.0, "eval_LOCATION_f1": 0.8053691275167785, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7692307692307693, "eval_LOCATION_recall": 0.8450704225352113, "eval_ORGANIZATION_f1": 0.802919708029197, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7638888888888888, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9061488673139159, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8805031446540881, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8732394366197183, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.8157894736842105, "eval_QUANTITY_recall": 0.9393939393939394, "eval_TIME_f1": 0.912280701754386, "eval_TIME_number": 28, "eval_TIME_precision": 0.896551724137931, "eval_TIME_recall": 0.9285714285714286, "eval_loss": 0.23406679928302765, "eval_overall_accuracy": 0.9636275460717749, "eval_overall_f1": 0.8630705394190872, "eval_overall_precision": 0.8297872340425532, "eval_overall_recall": 0.899135446685879, "eval_runtime": 0.3709, "eval_samples_per_second": 504.149, "eval_steps_per_second": 8.088, "step": 1166 }, { "epoch": 12.0, "grad_norm": 4.043017864227295, "learning_rate": 4.4000000000000006e-05, "loss": 0.0061, "step": 1272 }, { "epoch": 12.0, "eval_LOCATION_f1": 0.8053691275167785, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7692307692307693, "eval_LOCATION_recall": 0.8450704225352113, "eval_ORGANIZATION_f1": 0.7801418439716312, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7236842105263158, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9038461538461539, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8703703703703703, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8055555555555556, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7435897435897436, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8813559322033899, "eval_TIME_number": 28, "eval_TIME_precision": 0.8387096774193549, "eval_TIME_recall": 0.9285714285714286, "eval_loss": 0.26555678248405457, "eval_overall_accuracy": 0.9631425800193987, "eval_overall_f1": 0.8485675306957708, "eval_overall_precision": 0.805699481865285, "eval_overall_recall": 0.8962536023054755, "eval_runtime": 0.3727, "eval_samples_per_second": 501.749, "eval_steps_per_second": 8.049, "step": 1272 }, { "epoch": 13.0, "grad_norm": 1.4539355039596558, "learning_rate": 4.35e-05, "loss": 0.0076, "step": 1378 }, { "epoch": 13.0, "eval_LOCATION_f1": 0.8082191780821917, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7866666666666666, "eval_LOCATION_recall": 0.8309859154929577, "eval_ORGANIZATION_f1": 0.7913669064748202, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7432432432432432, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9025974025974027, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.879746835443038, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.2568497955799103, "eval_overall_accuracy": 0.9624151309408342, "eval_overall_f1": 0.8464730290456433, "eval_overall_precision": 0.8138297872340425, "eval_overall_recall": 0.8818443804034583, "eval_runtime": 0.3728, "eval_samples_per_second": 501.558, "eval_steps_per_second": 8.046, "step": 1378 }, { "epoch": 14.0, "grad_norm": 0.1553322672843933, "learning_rate": 4.3e-05, "loss": 0.008, "step": 1484 }, { "epoch": 14.0, "eval_LOCATION_f1": 0.8, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.759493670886076, "eval_LOCATION_recall": 0.8450704225352113, "eval_ORGANIZATION_f1": 0.7755102040816327, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6951219512195121, "eval_ORGANIZATION_recall": 0.8769230769230769, "eval_PERSON_f1": 0.8938906752411575, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8633540372670807, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8055555555555556, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7435897435897436, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8474576271186439, "eval_TIME_number": 28, "eval_TIME_precision": 0.8064516129032258, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.2785702347755432, "eval_overall_accuracy": 0.9599903006789525, "eval_overall_f1": 0.8389715832205683, "eval_overall_precision": 0.7908163265306123, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3781, "eval_samples_per_second": 494.547, "eval_steps_per_second": 7.934, "step": 1484 }, { "epoch": 15.0, "grad_norm": 0.5594255924224854, "learning_rate": 4.25e-05, "loss": 0.0061, "step": 1590 }, { "epoch": 15.0, "eval_LOCATION_f1": 0.7894736842105262, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7407407407407407, "eval_LOCATION_recall": 0.8450704225352113, "eval_ORGANIZATION_f1": 0.7189542483660131, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.625, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8925081433224756, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8726114649681529, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8771929824561403, "eval_TIME_number": 28, "eval_TIME_precision": 0.8620689655172413, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.2651939392089844, "eval_overall_accuracy": 0.9590203685741998, "eval_overall_f1": 0.8243243243243243, "eval_overall_precision": 0.7760814249363868, "eval_overall_recall": 0.8789625360230547, "eval_runtime": 0.3698, "eval_samples_per_second": 505.726, "eval_steps_per_second": 8.113, "step": 1590 }, { "epoch": 16.0, "grad_norm": 1.9039210081100464, "learning_rate": 4.2e-05, "loss": 0.0033, "step": 1696 }, { "epoch": 16.0, "eval_LOCATION_f1": 0.8211920529801324, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.775, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7769784172661871, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7297297297297297, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.90032154340836, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8695652173913043, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8450704225352113, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7894736842105263, "eval_QUANTITY_recall": 0.9090909090909091, "eval_TIME_f1": 0.8333333333333334, "eval_TIME_number": 28, "eval_TIME_precision": 0.78125, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.28800952434539795, "eval_overall_accuracy": 0.9629000969932104, "eval_overall_f1": 0.8497267759562841, "eval_overall_precision": 0.8077922077922078, "eval_overall_recall": 0.8962536023054755, "eval_runtime": 0.3789, "eval_samples_per_second": 493.556, "eval_steps_per_second": 7.918, "step": 1696 }, { "epoch": 17.0, "grad_norm": 3.2790563106536865, "learning_rate": 4.15e-05, "loss": 0.004, "step": 1802 }, { "epoch": 17.0, "eval_LOCATION_f1": 0.8400000000000001, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7974683544303798, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.8057553956834532, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7567567567567568, "eval_ORGANIZATION_recall": 0.8615384615384616, "eval_PERSON_f1": 0.9084967320261438, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8910256410256411, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8115942028985507, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7777777777777778, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.2645246684551239, "eval_overall_accuracy": 0.9655674102812803, "eval_overall_f1": 0.8563535911602209, "eval_overall_precision": 0.8222811671087533, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3682, "eval_samples_per_second": 507.831, "eval_steps_per_second": 8.147, "step": 1802 }, { "epoch": 18.0, "grad_norm": 0.05785554274916649, "learning_rate": 4.1e-05, "loss": 0.0036, "step": 1908 }, { "epoch": 18.0, "eval_LOCATION_f1": 0.8378378378378378, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.8051948051948052, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7857142857142856, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7333333333333333, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9038461538461539, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8703703703703703, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.793103448275862, "eval_TIME_number": 28, "eval_TIME_precision": 0.7666666666666667, "eval_TIME_recall": 0.8214285714285714, "eval_loss": 0.30065634846687317, "eval_overall_accuracy": 0.962172647914646, "eval_overall_f1": 0.8477366255144033, "eval_overall_precision": 0.8089005235602095, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3713, "eval_samples_per_second": 503.695, "eval_steps_per_second": 8.081, "step": 1908 }, { "epoch": 19.0, "grad_norm": 0.16370488703250885, "learning_rate": 4.05e-05, "loss": 0.0036, "step": 2014 }, { "epoch": 19.0, "eval_LOCATION_f1": 0.8211920529801324, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.775, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7536231884057971, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7123287671232876, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8918032786885245, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8774193548387097, "eval_PERSON_recall": 0.9066666666666666, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.2996464669704437, "eval_overall_accuracy": 0.9624151309408342, "eval_overall_f1": 0.8354080221300139, "eval_overall_precision": 0.8031914893617021, "eval_overall_recall": 0.8703170028818443, "eval_runtime": 0.3681, "eval_samples_per_second": 508.021, "eval_steps_per_second": 8.15, "step": 2014 }, { "epoch": 20.0, "grad_norm": 0.06265392154455185, "learning_rate": 4e-05, "loss": 0.0063, "step": 2120 }, { "epoch": 20.0, "eval_LOCATION_f1": 0.7922077922077921, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7794117647058824, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7464788732394366, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8974358974358974, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8641975308641975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8115942028985507, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7777777777777778, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8363636363636364, "eval_TIME_number": 28, "eval_TIME_precision": 0.8518518518518519, "eval_TIME_recall": 0.8214285714285714, "eval_loss": 0.28041526675224304, "eval_overall_accuracy": 0.9641125121241513, "eval_overall_f1": 0.8402203856749312, "eval_overall_precision": 0.8047493403693932, "eval_overall_recall": 0.8789625360230547, "eval_runtime": 0.3881, "eval_samples_per_second": 481.834, "eval_steps_per_second": 7.73, "step": 2120 }, { "epoch": 21.0, "grad_norm": 0.020481407642364502, "learning_rate": 3.9500000000000005e-05, "loss": 0.0034, "step": 2226 }, { "epoch": 21.0, "eval_LOCATION_f1": 0.8187919463087248, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.782051282051282, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7832167832167831, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.717948717948718, "eval_ORGANIZATION_recall": 0.8615384615384616, "eval_PERSON_f1": 0.9090909090909091, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8860759493670886, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8474576271186439, "eval_TIME_number": 28, "eval_TIME_precision": 0.8064516129032258, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.2882232367992401, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.8532235939643347, "eval_overall_precision": 0.8141361256544503, "eval_overall_recall": 0.8962536023054755, "eval_runtime": 0.3668, "eval_samples_per_second": 509.838, "eval_steps_per_second": 8.179, "step": 2226 }, { "epoch": 22.0, "grad_norm": 0.18097683787345886, "learning_rate": 3.9000000000000006e-05, "loss": 0.003, "step": 2332 }, { "epoch": 22.0, "eval_LOCATION_f1": 0.8079470198675496, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7625, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7862068965517242, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7125, "eval_ORGANIZATION_recall": 0.8769230769230769, "eval_PERSON_f1": 0.9150326797385621, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8974358974358975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.31117871403694153, "eval_overall_accuracy": 0.9638700290979632, "eval_overall_f1": 0.8508891928864569, "eval_overall_precision": 0.8098958333333334, "eval_overall_recall": 0.8962536023054755, "eval_runtime": 0.3742, "eval_samples_per_second": 499.76, "eval_steps_per_second": 8.018, "step": 2332 }, { "epoch": 23.0, "grad_norm": 21.788358688354492, "learning_rate": 3.85e-05, "loss": 0.004, "step": 2438 }, { "epoch": 23.0, "eval_LOCATION_f1": 0.7712418300653594, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7195121951219512, "eval_LOCATION_recall": 0.8309859154929577, "eval_ORGANIZATION_f1": 0.7462686567164178, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7246376811594203, "eval_ORGANIZATION_recall": 0.7692307692307693, "eval_PERSON_f1": 0.9025974025974027, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.879746835443038, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7796610169491526, "eval_TIME_number": 28, "eval_TIME_precision": 0.7419354838709677, "eval_TIME_recall": 0.8214285714285714, "eval_loss": 0.2963677644729614, "eval_overall_accuracy": 0.9616876818622696, "eval_overall_f1": 0.8248275862068966, "eval_overall_precision": 0.791005291005291, "eval_overall_recall": 0.861671469740634, "eval_runtime": 0.3729, "eval_samples_per_second": 501.526, "eval_steps_per_second": 8.046, "step": 2438 }, { "epoch": 24.0, "grad_norm": 0.08339240401983261, "learning_rate": 3.8e-05, "loss": 0.0037, "step": 2544 }, { "epoch": 24.0, "eval_LOCATION_f1": 0.8079470198675496, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7625, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7162162162162162, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6385542168674698, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.894736842105263, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8831168831168831, "eval_PERSON_recall": 0.9066666666666666, "eval_QUANTITY_f1": 0.8571428571428571, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.8108108108108109, "eval_QUANTITY_recall": 0.9090909090909091, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.2963782250881195, "eval_overall_accuracy": 0.9619301648884578, "eval_overall_f1": 0.8306010928961749, "eval_overall_precision": 0.7896103896103897, "eval_overall_recall": 0.8760806916426513, "eval_runtime": 0.374, "eval_samples_per_second": 500.061, "eval_steps_per_second": 8.022, "step": 2544 }, { "epoch": 25.0, "grad_norm": 0.022947581484913826, "learning_rate": 3.7500000000000003e-05, "loss": 0.0048, "step": 2650 }, { "epoch": 25.0, "eval_LOCATION_f1": 0.8289473684210527, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7777777777777778, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7368421052631577, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7205882352941176, "eval_ORGANIZATION_recall": 0.7538461538461538, "eval_PERSON_f1": 0.9150326797385621, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8974358974358975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8656716417910447, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.8529411764705882, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 28, "eval_TIME_precision": 0.8275862068965517, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.26159676909446716, "eval_overall_accuracy": 0.9660523763336566, "eval_overall_f1": 0.853146853146853, "eval_overall_precision": 0.8288043478260869, "eval_overall_recall": 0.8789625360230547, "eval_runtime": 0.375, "eval_samples_per_second": 498.713, "eval_steps_per_second": 8.001, "step": 2650 }, { "epoch": 26.0, "grad_norm": 0.005224139895290136, "learning_rate": 3.7e-05, "loss": 0.0041, "step": 2756 }, { "epoch": 26.0, "eval_LOCATION_f1": 0.8181818181818181, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7590361445783133, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7375886524822695, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6842105263157895, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8529411764705883, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.8285714285714286, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8571428571428571, "eval_TIME_number": 28, "eval_TIME_precision": 0.8571428571428571, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.2906554937362671, "eval_overall_accuracy": 0.965082444228904, "eval_overall_f1": 0.8500687757909215, "eval_overall_precision": 0.8131578947368421, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3676, "eval_samples_per_second": 508.66, "eval_steps_per_second": 8.16, "step": 2756 }, { "epoch": 27.0, "grad_norm": 0.013817857019603252, "learning_rate": 3.65e-05, "loss": 0.0038, "step": 2862 }, { "epoch": 27.0, "eval_LOCATION_f1": 0.7973856209150327, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7194244604316546, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6756756756756757, "eval_ORGANIZATION_recall": 0.7692307692307693, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8055555555555556, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7435897435897436, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 28, "eval_TIME_precision": 0.8275862068965517, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3264944851398468, "eval_overall_accuracy": 0.9619301648884578, "eval_overall_f1": 0.8367626886145404, "eval_overall_precision": 0.7984293193717278, "eval_overall_recall": 0.8789625360230547, "eval_runtime": 0.3664, "eval_samples_per_second": 510.385, "eval_steps_per_second": 8.188, "step": 2862 }, { "epoch": 28.0, "grad_norm": 0.911362886428833, "learning_rate": 3.6e-05, "loss": 0.0046, "step": 2968 }, { "epoch": 28.0, "eval_LOCATION_f1": 0.7763157894736843, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7283950617283951, "eval_LOCATION_recall": 0.8309859154929577, "eval_ORGANIZATION_f1": 0.7536231884057971, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7123287671232876, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8853503184713376, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8475609756097561, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8571428571428571, "eval_TIME_number": 28, "eval_TIME_precision": 0.8571428571428571, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.30422839522361755, "eval_overall_accuracy": 0.9624151309408342, "eval_overall_f1": 0.8301369863013699, "eval_overall_precision": 0.7911227154046997, "eval_overall_recall": 0.8731988472622478, "eval_runtime": 0.368, "eval_samples_per_second": 508.171, "eval_steps_per_second": 8.152, "step": 2968 }, { "epoch": 29.0, "grad_norm": 0.25442686676979065, "learning_rate": 3.55e-05, "loss": 0.003, "step": 3074 }, { "epoch": 29.0, "eval_LOCATION_f1": 0.8079470198675496, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7625, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7464788732394366, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6883116883116883, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9032258064516129, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.875, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7777777777777778, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.717948717948718, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.32693979144096375, "eval_overall_accuracy": 0.960717749757517, "eval_overall_f1": 0.834924965893588, "eval_overall_precision": 0.7927461139896373, "eval_overall_recall": 0.8818443804034583, "eval_runtime": 0.3676, "eval_samples_per_second": 508.67, "eval_steps_per_second": 8.16, "step": 3074 }, { "epoch": 30.0, "grad_norm": 0.3953845202922821, "learning_rate": 3.5e-05, "loss": 0.0031, "step": 3180 }, { "epoch": 30.0, "eval_LOCATION_f1": 0.8051948051948051, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7164179104477613, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6956521739130435, "eval_ORGANIZATION_recall": 0.7384615384615385, "eval_PERSON_f1": 0.9032258064516129, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.875, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 28, "eval_TIME_precision": 0.8275862068965517, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.29468849301338196, "eval_overall_accuracy": 0.9614451988360815, "eval_overall_f1": 0.8347107438016529, "eval_overall_precision": 0.7994722955145118, "eval_overall_recall": 0.8731988472622478, "eval_runtime": 0.368, "eval_samples_per_second": 508.123, "eval_steps_per_second": 8.152, "step": 3180 }, { "epoch": 31.0, "grad_norm": 0.3862725496292114, "learning_rate": 3.45e-05, "loss": 0.0026, "step": 3286 }, { "epoch": 31.0, "eval_LOCATION_f1": 0.8181818181818181, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7590361445783133, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7681159420289856, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.726027397260274, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9114754098360656, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.896774193548387, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.2897959053516388, "eval_overall_accuracy": 0.9638700290979632, "eval_overall_f1": 0.8457300275482094, "eval_overall_precision": 0.8100263852242744, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.369, "eval_samples_per_second": 506.776, "eval_steps_per_second": 8.13, "step": 3286 }, { "epoch": 32.0, "grad_norm": 0.0018400972476229072, "learning_rate": 3.4000000000000007e-05, "loss": 0.0024, "step": 3392 }, { "epoch": 32.0, "eval_LOCATION_f1": 0.8157894736842104, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7297297297297298, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6506024096385542, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9055374592833875, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8853503184713376, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8358208955223881, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.8235294117647058, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.29929259419441223, "eval_overall_accuracy": 0.9638700290979632, "eval_overall_f1": 0.8387978142076504, "eval_overall_precision": 0.7974025974025974, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.3877, "eval_samples_per_second": 482.363, "eval_steps_per_second": 7.738, "step": 3392 }, { "epoch": 33.0, "grad_norm": 0.018781477585434914, "learning_rate": 3.35e-05, "loss": 0.003, "step": 3498 }, { "epoch": 33.0, "eval_LOCATION_f1": 0.8211920529801324, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.775, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7913669064748202, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7432432432432432, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9055374592833875, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8853503184713376, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8620689655172413, "eval_TIME_number": 28, "eval_TIME_precision": 0.8333333333333334, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.30042967200279236, "eval_overall_accuracy": 0.9624151309408342, "eval_overall_f1": 0.8551724137931035, "eval_overall_precision": 0.8201058201058201, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3707, "eval_samples_per_second": 504.467, "eval_steps_per_second": 8.093, "step": 3498 }, { "epoch": 34.0, "grad_norm": 0.05602815002202988, "learning_rate": 3.3e-05, "loss": 0.002, "step": 3604 }, { "epoch": 34.0, "eval_LOCATION_f1": 0.8266666666666665, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7848101265822784, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7746478873239436, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7142857142857143, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9215686274509804, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.9038461538461539, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7837837837837839, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7073170731707317, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 28, "eval_TIME_precision": 0.8275862068965517, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3288598358631134, "eval_overall_accuracy": 0.9612027158098934, "eval_overall_f1": 0.8532235939643347, "eval_overall_precision": 0.8141361256544503, "eval_overall_recall": 0.8962536023054755, "eval_runtime": 0.378, "eval_samples_per_second": 494.653, "eval_steps_per_second": 7.936, "step": 3604 }, { "epoch": 35.0, "grad_norm": 0.006879552733153105, "learning_rate": 3.2500000000000004e-05, "loss": 0.0016, "step": 3710 }, { "epoch": 35.0, "eval_LOCATION_f1": 0.8311688311688312, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7710843373493976, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7883211678832116, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.75, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9013157894736842, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8896103896103896, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8571428571428571, "eval_TIME_number": 28, "eval_TIME_precision": 0.8571428571428571, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3239135146141052, "eval_overall_accuracy": 0.9631425800193987, "eval_overall_f1": 0.853185595567867, "eval_overall_precision": 0.8213333333333334, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3675, "eval_samples_per_second": 508.878, "eval_steps_per_second": 8.164, "step": 3710 }, { "epoch": 36.0, "grad_norm": 0.004560971166938543, "learning_rate": 3.2000000000000005e-05, "loss": 0.0024, "step": 3816 }, { "epoch": 36.0, "eval_LOCATION_f1": 0.8456375838926176, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.8076923076923077, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.802919708029197, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7638888888888888, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9055374592833875, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8853503184713376, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8727272727272727, "eval_TIME_number": 28, "eval_TIME_precision": 0.8888888888888888, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3065287172794342, "eval_overall_accuracy": 0.9662948593598448, "eval_overall_f1": 0.8635097493036211, "eval_overall_precision": 0.8355795148247979, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3687, "eval_samples_per_second": 507.173, "eval_steps_per_second": 8.136, "step": 3816 }, { "epoch": 37.0, "grad_norm": 0.0018331906758248806, "learning_rate": 3.15e-05, "loss": 0.0027, "step": 3922 }, { "epoch": 37.0, "eval_LOCATION_f1": 0.832214765100671, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7948717948717948, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.763888888888889, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6962025316455697, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9049180327868852, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8903225806451613, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.8055555555555556, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7435897435897436, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.30563417077064514, "eval_overall_accuracy": 0.962172647914646, "eval_overall_f1": 0.8461538461538461, "eval_overall_precision": 0.8083989501312336, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3699, "eval_samples_per_second": 505.544, "eval_steps_per_second": 8.11, "step": 3922 }, { "epoch": 38.0, "grad_norm": 0.002592272823676467, "learning_rate": 3.1e-05, "loss": 0.0015, "step": 4028 }, { "epoch": 38.0, "eval_LOCATION_f1": 0.7924528301886792, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7159090909090909, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7714285714285715, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.72, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9025974025974027, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.879746835443038, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8333333333333333, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7692307692307693, "eval_QUANTITY_recall": 0.9090909090909091, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.33764445781707764, "eval_overall_accuracy": 0.9599903006789525, "eval_overall_f1": 0.841248303934871, "eval_overall_precision": 0.7948717948717948, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3802, "eval_samples_per_second": 491.847, "eval_steps_per_second": 7.891, "step": 4028 }, { "epoch": 39.0, "grad_norm": 0.0023491207975894213, "learning_rate": 3.05e-05, "loss": 0.0039, "step": 4134 }, { "epoch": 39.0, "eval_LOCATION_f1": 0.8311688311688312, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7710843373493976, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.757142857142857, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7066666666666667, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9025974025974027, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.879746835443038, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.7777777777777778, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.717948717948718, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.29880788922309875, "eval_overall_accuracy": 0.9633850630455868, "eval_overall_f1": 0.8415300546448087, "eval_overall_precision": 0.8, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3813, "eval_samples_per_second": 490.458, "eval_steps_per_second": 7.868, "step": 4134 }, { "epoch": 40.0, "grad_norm": 0.15171128511428833, "learning_rate": 3e-05, "loss": 0.0022, "step": 4240 }, { "epoch": 40.0, "eval_LOCATION_f1": 0.8205128205128205, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7529411764705882, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7737226277372263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7361111111111112, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9180327868852459, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.9032258064516129, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.30401691794395447, "eval_overall_accuracy": 0.9631425800193987, "eval_overall_f1": 0.8512396694214875, "eval_overall_precision": 0.8153034300791556, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3795, "eval_samples_per_second": 492.762, "eval_steps_per_second": 7.905, "step": 4240 }, { "epoch": 41.0, "grad_norm": 0.0015246509574353695, "learning_rate": 2.95e-05, "loss": 0.0014, "step": 4346 }, { "epoch": 41.0, "eval_LOCATION_f1": 0.8413793103448276, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.8243243243243243, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7913669064748202, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7432432432432432, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9180327868852459, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.9032258064516129, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 28, "eval_TIME_precision": 0.8275862068965517, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3144817352294922, "eval_overall_accuracy": 0.9655674102812803, "eval_overall_f1": 0.8603351955307261, "eval_overall_precision": 0.8346883468834688, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3689, "eval_samples_per_second": 506.863, "eval_steps_per_second": 8.131, "step": 4346 }, { "epoch": 42.0, "grad_norm": 0.0009719623485580087, "learning_rate": 2.9e-05, "loss": 0.0032, "step": 4452 }, { "epoch": 42.0, "eval_LOCATION_f1": 0.8152866242038216, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7441860465116279, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7448275862068966, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.675, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9067524115755627, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8757763975155279, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8055555555555556, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7435897435897436, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3701828420162201, "eval_overall_accuracy": 0.9597478176527643, "eval_overall_f1": 0.8375838926174496, "eval_overall_precision": 0.7839195979899497, "eval_overall_recall": 0.899135446685879, "eval_runtime": 0.366, "eval_samples_per_second": 510.969, "eval_steps_per_second": 8.197, "step": 4452 }, { "epoch": 43.0, "grad_norm": 1.7098315954208374, "learning_rate": 2.8499999999999998e-05, "loss": 0.0022, "step": 4558 }, { "epoch": 43.0, "eval_LOCATION_f1": 0.8076923076923077, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7411764705882353, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7857142857142856, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7333333333333333, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9055374592833875, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8853503184713376, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.7777777777777778, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.717948717948718, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3241700828075409, "eval_overall_accuracy": 0.9614451988360815, "eval_overall_f1": 0.8419618528610354, "eval_overall_precision": 0.7984496124031008, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3704, "eval_samples_per_second": 504.841, "eval_steps_per_second": 8.099, "step": 4558 }, { "epoch": 44.0, "grad_norm": 0.01855984516441822, "learning_rate": 2.8000000000000003e-05, "loss": 0.0012, "step": 4664 }, { "epoch": 44.0, "eval_LOCATION_f1": 0.8076923076923077, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7411764705882353, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.76056338028169, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7012987012987013, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9025974025974027, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.879746835443038, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3312273621559143, "eval_overall_accuracy": 0.9624151309408342, "eval_overall_f1": 0.8419618528610354, "eval_overall_precision": 0.7984496124031008, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3782, "eval_samples_per_second": 494.494, "eval_steps_per_second": 7.933, "step": 4664 }, { "epoch": 45.0, "grad_norm": 0.00311101833358407, "learning_rate": 2.7500000000000004e-05, "loss": 0.0026, "step": 4770 }, { "epoch": 45.0, "eval_LOCATION_f1": 0.7870967741935485, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7913669064748202, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7432432432432432, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9025974025974027, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.879746835443038, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3425029516220093, "eval_overall_accuracy": 0.9612027158098934, "eval_overall_f1": 0.8415300546448087, "eval_overall_precision": 0.8, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3681, "eval_samples_per_second": 508.054, "eval_steps_per_second": 8.151, "step": 4770 }, { "epoch": 46.0, "grad_norm": 0.004660445265471935, "learning_rate": 2.7000000000000002e-05, "loss": 0.0032, "step": 4876 }, { "epoch": 46.0, "eval_LOCATION_f1": 0.8311688311688312, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7710843373493976, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7462686567164178, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7246376811594203, "eval_ORGANIZATION_recall": 0.7692307692307693, "eval_PERSON_f1": 0.9055374592833875, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8853503184713376, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8055555555555556, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7435897435897436, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.30848801136016846, "eval_overall_accuracy": 0.962172647914646, "eval_overall_f1": 0.8441379310344828, "eval_overall_precision": 0.8095238095238095, "eval_overall_recall": 0.8818443804034583, "eval_runtime": 0.3698, "eval_samples_per_second": 505.735, "eval_steps_per_second": 8.113, "step": 4876 }, { "epoch": 47.0, "grad_norm": 0.2071634829044342, "learning_rate": 2.6500000000000004e-05, "loss": 0.0013, "step": 4982 }, { "epoch": 47.0, "eval_LOCATION_f1": 0.8051948051948051, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7517730496453899, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6973684210526315, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9090909090909091, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8860759493670886, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7777777777777778, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.717948717948718, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3372473120689392, "eval_overall_accuracy": 0.9602327837051406, "eval_overall_f1": 0.8353741496598639, "eval_overall_precision": 0.7912371134020618, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.3668, "eval_samples_per_second": 509.807, "eval_steps_per_second": 8.179, "step": 4982 }, { "epoch": 48.0, "grad_norm": 1.3425573110580444, "learning_rate": 2.6000000000000002e-05, "loss": 0.0015, "step": 5088 }, { "epoch": 48.0, "eval_LOCATION_f1": 0.7672955974842768, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.6931818181818182, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7361111111111112, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6708860759493671, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.896103896103896, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8734177215189873, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.8055555555555556, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7435897435897436, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3451178967952728, "eval_overall_accuracy": 0.9592628516003879, "eval_overall_f1": 0.8209959623149394, "eval_overall_precision": 0.7702020202020202, "eval_overall_recall": 0.8789625360230547, "eval_runtime": 0.3675, "eval_samples_per_second": 508.868, "eval_steps_per_second": 8.164, "step": 5088 }, { "epoch": 49.0, "grad_norm": 0.0004966954002156854, "learning_rate": 2.5500000000000003e-05, "loss": 0.001, "step": 5194 }, { "epoch": 49.0, "eval_LOCATION_f1": 0.7948717948717949, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7294117647058823, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7681159420289856, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.726027397260274, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8996763754045306, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8742138364779874, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3490431308746338, "eval_overall_accuracy": 0.9614451988360815, "eval_overall_f1": 0.834924965893588, "eval_overall_precision": 0.7927461139896373, "eval_overall_recall": 0.8818443804034583, "eval_runtime": 0.368, "eval_samples_per_second": 508.154, "eval_steps_per_second": 8.152, "step": 5194 }, { "epoch": 50.0, "grad_norm": 0.002857360290363431, "learning_rate": 2.5e-05, "loss": 0.0019, "step": 5300 }, { "epoch": 50.0, "eval_LOCATION_f1": 0.8079470198675496, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7625, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.725925925925926, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7, "eval_ORGANIZATION_recall": 0.7538461538461538, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8115942028985507, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7777777777777778, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3414745330810547, "eval_overall_accuracy": 0.9629000969932104, "eval_overall_f1": 0.838888888888889, "eval_overall_precision": 0.8096514745308311, "eval_overall_recall": 0.8703170028818443, "eval_runtime": 0.3687, "eval_samples_per_second": 507.166, "eval_steps_per_second": 8.136, "step": 5300 }, { "epoch": 51.0, "grad_norm": 0.005967956036329269, "learning_rate": 2.45e-05, "loss": 0.0007, "step": 5406 }, { "epoch": 51.0, "eval_LOCATION_f1": 0.8104575163398693, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7647058823529411, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7323943661971831, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.9090909090909091, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8860759493670886, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8405797101449276, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.8055555555555556, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.7868852459016394, "eval_TIME_number": 28, "eval_TIME_precision": 0.7272727272727273, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3594156801700592, "eval_overall_accuracy": 0.9616876818622696, "eval_overall_f1": 0.8445667125171938, "eval_overall_precision": 0.8078947368421052, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.368, "eval_samples_per_second": 508.084, "eval_steps_per_second": 8.151, "step": 5406 }, { "epoch": 52.0, "grad_norm": 0.000697598559781909, "learning_rate": 2.4e-05, "loss": 0.0004, "step": 5512 }, { "epoch": 52.0, "eval_LOCATION_f1": 0.8025477707006369, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7325581395348837, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7769784172661871, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7297297297297297, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7945205479452054, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.725, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.7868852459016394, "eval_TIME_number": 28, "eval_TIME_precision": 0.7272727272727273, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3847062885761261, "eval_overall_accuracy": 0.9604752667313288, "eval_overall_f1": 0.841248303934871, "eval_overall_precision": 0.7948717948717948, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3671, "eval_samples_per_second": 509.355, "eval_steps_per_second": 8.171, "step": 5512 }, { "epoch": 53.0, "grad_norm": 0.001760791172273457, "learning_rate": 2.35e-05, "loss": 0.0012, "step": 5618 }, { "epoch": 53.0, "eval_LOCATION_f1": 0.8333333333333333, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.821917808219178, "eval_LOCATION_recall": 0.8450704225352113, "eval_ORGANIZATION_f1": 0.7199999999999999, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.75, "eval_ORGANIZATION_recall": 0.6923076923076923, "eval_PERSON_f1": 0.8925081433224756, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8726114649681529, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8571428571428571, "eval_TIME_number": 28, "eval_TIME_precision": 0.8571428571428571, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.33592331409454346, "eval_overall_accuracy": 0.9638700290979632, "eval_overall_f1": 0.8404558404558404, "eval_overall_precision": 0.8309859154929577, "eval_overall_recall": 0.8501440922190202, "eval_runtime": 0.3683, "eval_samples_per_second": 507.672, "eval_steps_per_second": 8.144, "step": 5618 }, { "epoch": 54.0, "grad_norm": 0.017065823078155518, "learning_rate": 2.3000000000000003e-05, "loss": 0.0018, "step": 5724 }, { "epoch": 54.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7851851851851851, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7571428571428571, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9019607843137256, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8846153846153846, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8620689655172413, "eval_TIME_number": 28, "eval_TIME_precision": 0.8333333333333334, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.3532910943031311, "eval_overall_accuracy": 0.9633850630455868, "eval_overall_f1": 0.853185595567867, "eval_overall_precision": 0.8213333333333334, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3682, "eval_samples_per_second": 507.911, "eval_steps_per_second": 8.148, "step": 5724 }, { "epoch": 55.0, "grad_norm": 0.0010331659577786922, "learning_rate": 2.25e-05, "loss": 0.0006, "step": 5830 }, { "epoch": 55.0, "eval_LOCATION_f1": 0.8129032258064516, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.75, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7883211678832116, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.75, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9061488673139159, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8805031446540881, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.35429704189300537, "eval_overall_accuracy": 0.9626576139670223, "eval_overall_f1": 0.8469945355191256, "eval_overall_precision": 0.8051948051948052, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3678, "eval_samples_per_second": 508.392, "eval_steps_per_second": 8.156, "step": 5830 }, { "epoch": 56.0, "grad_norm": 0.0061631957069039345, "learning_rate": 2.2000000000000003e-05, "loss": 0.0012, "step": 5936 }, { "epoch": 56.0, "eval_LOCATION_f1": 0.8289473684210527, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7777777777777778, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7938931297709925, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7878787878787878, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.9084967320261438, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8910256410256411, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3279174566268921, "eval_overall_accuracy": 0.9653249272550921, "eval_overall_f1": 0.8539638386648122, "eval_overall_precision": 0.8252688172043011, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.3765, "eval_samples_per_second": 496.69, "eval_steps_per_second": 7.968, "step": 5936 }, { "epoch": 57.0, "grad_norm": 1.2823433876037598, "learning_rate": 2.15e-05, "loss": 0.0006, "step": 6042 }, { "epoch": 57.0, "eval_LOCATION_f1": 0.832214765100671, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7948717948717948, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.8091603053435115, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.803030303030303, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9019607843137256, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8846153846153846, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.819672131147541, "eval_TIME_number": 28, "eval_TIME_precision": 0.7575757575757576, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.3345893621444702, "eval_overall_accuracy": 0.9658098933074685, "eval_overall_f1": 0.8551532033426185, "eval_overall_precision": 0.8274932614555256, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.3676, "eval_samples_per_second": 508.689, "eval_steps_per_second": 8.161, "step": 6042 }, { "epoch": 58.0, "grad_norm": 0.0004909472190774977, "learning_rate": 2.1e-05, "loss": 0.0012, "step": 6148 }, { "epoch": 58.0, "eval_LOCATION_f1": 0.8187919463087248, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.782051282051282, "eval_LOCATION_recall": 0.8591549295774648, "eval_ORGANIZATION_f1": 0.7913669064748202, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7432432432432432, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9055374592833875, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8853503184713376, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3291900157928467, "eval_overall_accuracy": 0.9636275460717749, "eval_overall_f1": 0.8496551724137931, "eval_overall_precision": 0.8148148148148148, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3782, "eval_samples_per_second": 494.476, "eval_steps_per_second": 7.933, "step": 6148 }, { "epoch": 59.0, "grad_norm": 0.0017112432979047298, "learning_rate": 2.05e-05, "loss": 0.0011, "step": 6254 }, { "epoch": 59.0, "eval_LOCATION_f1": 0.8051948051948051, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.8, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7714285714285715, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.8990228013029316, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8789808917197452, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8333333333333334, "eval_TIME_number": 28, "eval_TIME_precision": 0.78125, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.34627169370651245, "eval_overall_accuracy": 0.9641125121241513, "eval_overall_f1": 0.8473177441540578, "eval_overall_precision": 0.8105263157894737, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3665, "eval_samples_per_second": 510.28, "eval_steps_per_second": 8.186, "step": 6254 }, { "epoch": 60.0, "grad_norm": 0.001461641164496541, "learning_rate": 2e-05, "loss": 0.0006, "step": 6360 }, { "epoch": 60.0, "eval_LOCATION_f1": 0.8051948051948051, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7846153846153847, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7846153846153846, "eval_ORGANIZATION_recall": 0.7846153846153846, "eval_PERSON_f1": 0.9084967320261438, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8910256410256411, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8474576271186439, "eval_TIME_number": 28, "eval_TIME_precision": 0.8064516129032258, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.3555537760257721, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.851182197496523, "eval_overall_precision": 0.8225806451612904, "eval_overall_recall": 0.8818443804034583, "eval_runtime": 0.3827, "eval_samples_per_second": 488.657, "eval_steps_per_second": 7.839, "step": 6360 }, { "epoch": 61.0, "grad_norm": 0.00039941485738381743, "learning_rate": 1.9500000000000003e-05, "loss": 0.0008, "step": 6466 }, { "epoch": 61.0, "eval_LOCATION_f1": 0.7843137254901961, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7317073170731707, "eval_LOCATION_recall": 0.8450704225352113, "eval_ORGANIZATION_f1": 0.8059701492537313, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.782608695652174, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9185667752442996, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8980891719745223, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8333333333333334, "eval_TIME_number": 28, "eval_TIME_precision": 0.78125, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.3484286963939667, "eval_overall_accuracy": 0.9638700290979632, "eval_overall_f1": 0.8496551724137931, "eval_overall_precision": 0.8148148148148148, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3665, "eval_samples_per_second": 510.238, "eval_steps_per_second": 8.186, "step": 6466 }, { "epoch": 62.0, "grad_norm": 0.06066470965743065, "learning_rate": 1.9e-05, "loss": 0.0013, "step": 6572 }, { "epoch": 62.0, "eval_LOCATION_f1": 0.8129032258064516, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.75, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.8059701492537313, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.782608695652174, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9150326797385621, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8974358974358975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7936507936507937, "eval_TIME_number": 28, "eval_TIME_precision": 0.7142857142857143, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.35640770196914673, "eval_overall_accuracy": 0.9641125121241513, "eval_overall_f1": 0.850480109739369, "eval_overall_precision": 0.8115183246073299, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3713, "eval_samples_per_second": 503.58, "eval_steps_per_second": 8.079, "step": 6572 }, { "epoch": 63.0, "grad_norm": 0.3191024959087372, "learning_rate": 1.85e-05, "loss": 0.0015, "step": 6678 }, { "epoch": 63.0, "eval_LOCATION_f1": 0.8152866242038216, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7441860465116279, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7681159420289856, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.726027397260274, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.912621359223301, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8867924528301887, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.819672131147541, "eval_TIME_number": 28, "eval_TIME_precision": 0.7575757575757576, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.34782156348228455, "eval_overall_accuracy": 0.9624151309408342, "eval_overall_f1": 0.8451086956521738, "eval_overall_precision": 0.7994858611825193, "eval_overall_recall": 0.8962536023054755, "eval_runtime": 0.3684, "eval_samples_per_second": 507.601, "eval_steps_per_second": 8.143, "step": 6678 }, { "epoch": 64.0, "grad_norm": 0.0011131856590509415, "learning_rate": 1.8e-05, "loss": 0.0007, "step": 6784 }, { "epoch": 64.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7819548872180452, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7647058823529411, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.9180327868852459, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.9032258064516129, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8333333333333334, "eval_TIME_number": 28, "eval_TIME_precision": 0.78125, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.3234313130378723, "eval_overall_accuracy": 0.9643549951503395, "eval_overall_f1": 0.8543689320388349, "eval_overall_precision": 0.8235294117647058, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3804, "eval_samples_per_second": 491.525, "eval_steps_per_second": 7.885, "step": 6784 }, { "epoch": 65.0, "grad_norm": 0.29352253675460815, "learning_rate": 1.75e-05, "loss": 0.0007, "step": 6890 }, { "epoch": 65.0, "eval_LOCATION_f1": 0.8104575163398693, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7737226277372263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7361111111111112, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.819672131147541, "eval_TIME_number": 28, "eval_TIME_precision": 0.7575757575757576, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.342242032289505, "eval_overall_accuracy": 0.9624151309408342, "eval_overall_f1": 0.8449931412894376, "eval_overall_precision": 0.806282722513089, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3681, "eval_samples_per_second": 508.007, "eval_steps_per_second": 8.15, "step": 6890 }, { "epoch": 66.0, "grad_norm": 0.0007412360864691436, "learning_rate": 1.7000000000000003e-05, "loss": 0.0004, "step": 6996 }, { "epoch": 66.0, "eval_LOCATION_f1": 0.8421052631578947, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7901234567901234, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7727272727272727, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7611940298507462, "eval_ORGANIZATION_recall": 0.7846153846153846, "eval_PERSON_f1": 0.9150326797385621, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8974358974358975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8333333333333334, "eval_TIME_number": 28, "eval_TIME_precision": 0.78125, "eval_TIME_recall": 0.8928571428571429, "eval_loss": 0.3538872301578522, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.8543689320388349, "eval_overall_precision": 0.8235294117647058, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.374, "eval_samples_per_second": 499.972, "eval_steps_per_second": 8.021, "step": 6996 }, { "epoch": 67.0, "grad_norm": 0.00021199545881245285, "learning_rate": 1.65e-05, "loss": 0.0005, "step": 7102 }, { "epoch": 67.0, "eval_LOCATION_f1": 0.8311688311688312, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7710843373493976, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7761194029850746, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7536231884057971, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3606233596801758, "eval_overall_accuracy": 0.9648399612027158, "eval_overall_f1": 0.8551724137931035, "eval_overall_precision": 0.8201058201058201, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3675, "eval_samples_per_second": 508.788, "eval_steps_per_second": 8.162, "step": 7102 }, { "epoch": 68.0, "grad_norm": 0.0013897513272240758, "learning_rate": 1.6000000000000003e-05, "loss": 0.0007, "step": 7208 }, { "epoch": 68.0, "eval_LOCATION_f1": 0.7948717948717949, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7294117647058823, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7857142857142856, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7333333333333333, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9096774193548387, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.88125, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7868852459016394, "eval_TIME_number": 28, "eval_TIME_precision": 0.7272727272727273, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3983727991580963, "eval_overall_accuracy": 0.9597478176527643, "eval_overall_f1": 0.841248303934871, "eval_overall_precision": 0.7948717948717948, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3663, "eval_samples_per_second": 510.562, "eval_steps_per_second": 8.191, "step": 7208 }, { "epoch": 69.0, "grad_norm": 0.0465279296040535, "learning_rate": 1.55e-05, "loss": 0.0014, "step": 7314 }, { "epoch": 69.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7786259541984732, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7727272727272727, "eval_ORGANIZATION_recall": 0.7846153846153846, "eval_PERSON_f1": 0.9161290322580645, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8875, "eval_PERSON_recall": 0.9466666666666667, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3407794237136841, "eval_overall_accuracy": 0.9655674102812803, "eval_overall_f1": 0.8547717842323651, "eval_overall_precision": 0.8218085106382979, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3677, "eval_samples_per_second": 508.566, "eval_steps_per_second": 8.159, "step": 7314 }, { "epoch": 70.0, "grad_norm": 0.0013118417700752616, "learning_rate": 1.5e-05, "loss": 0.0003, "step": 7420 }, { "epoch": 70.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.802919708029197, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7638888888888888, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.34899669885635376, "eval_overall_accuracy": 0.9633850630455868, "eval_overall_f1": 0.8555708390646491, "eval_overall_precision": 0.8184210526315789, "eval_overall_recall": 0.8962536023054755, "eval_runtime": 0.3664, "eval_samples_per_second": 510.394, "eval_steps_per_second": 8.188, "step": 7420 }, { "epoch": 71.0, "grad_norm": 0.0004932036972604692, "learning_rate": 1.45e-05, "loss": 0.0003, "step": 7526 }, { "epoch": 71.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7794117647058824, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7464788732394366, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9185667752442996, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8980891719745223, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.35279467701911926, "eval_overall_accuracy": 0.9641125121241513, "eval_overall_f1": 0.8512396694214875, "eval_overall_precision": 0.8153034300791556, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3689, "eval_samples_per_second": 506.928, "eval_steps_per_second": 8.133, "step": 7526 }, { "epoch": 72.0, "grad_norm": 0.00035561618278734386, "learning_rate": 1.4000000000000001e-05, "loss": 0.0002, "step": 7632 }, { "epoch": 72.0, "eval_LOCATION_f1": 0.8181818181818181, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7590361445783133, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7883211678832116, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.75, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9185667752442996, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8980891719745223, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3692629337310791, "eval_overall_accuracy": 0.965082444228904, "eval_overall_f1": 0.8555708390646491, "eval_overall_precision": 0.8184210526315789, "eval_overall_recall": 0.8962536023054755, "eval_runtime": 0.3695, "eval_samples_per_second": 506.096, "eval_steps_per_second": 8.119, "step": 7632 }, { "epoch": 73.0, "grad_norm": 0.0001549980224808678, "learning_rate": 1.3500000000000001e-05, "loss": 0.0004, "step": 7738 }, { "epoch": 73.0, "eval_LOCATION_f1": 0.8344370860927152, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7875, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.8088235294117647, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7746478873239436, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9190938511326862, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8930817610062893, "eval_PERSON_recall": 0.9466666666666667, "eval_QUANTITY_f1": 0.8285714285714285, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7837837837837838, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3441883325576782, "eval_overall_accuracy": 0.966537342386033, "eval_overall_f1": 0.8646408839779005, "eval_overall_precision": 0.830238726790451, "eval_overall_recall": 0.9020172910662824, "eval_runtime": 0.3666, "eval_samples_per_second": 510.05, "eval_steps_per_second": 8.183, "step": 7738 }, { "epoch": 74.0, "grad_norm": 0.0007536042830906808, "learning_rate": 1.3000000000000001e-05, "loss": 0.0007, "step": 7844 }, { "epoch": 74.0, "eval_LOCATION_f1": 0.8129032258064516, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.75, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7851851851851851, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7571428571428571, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9025974025974027, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.879746835443038, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3682120442390442, "eval_overall_accuracy": 0.9629000969932104, "eval_overall_f1": 0.8461538461538461, "eval_overall_precision": 0.8083989501312336, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3779, "eval_samples_per_second": 494.866, "eval_steps_per_second": 7.939, "step": 7844 }, { "epoch": 75.0, "grad_norm": 0.001529936445876956, "learning_rate": 1.25e-05, "loss": 0.0013, "step": 7950 }, { "epoch": 75.0, "eval_LOCATION_f1": 0.8366013071895425, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7804878048780488, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7883211678832116, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.75, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9090909090909091, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8860759493670886, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.36499080061912537, "eval_overall_accuracy": 0.9636275460717749, "eval_overall_f1": 0.8543956043956045, "eval_overall_precision": 0.8162729658792651, "eval_overall_recall": 0.8962536023054755, "eval_runtime": 0.365, "eval_samples_per_second": 512.259, "eval_steps_per_second": 8.218, "step": 7950 }, { "epoch": 76.0, "grad_norm": 0.00030084975878708065, "learning_rate": 1.2e-05, "loss": 0.0004, "step": 8056 }, { "epoch": 76.0, "eval_LOCATION_f1": 0.8266666666666665, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7848101265822784, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.76056338028169, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7012987012987013, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8656716417910447, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.8529411764705882, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 28, "eval_TIME_precision": 0.8275862068965517, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3499511778354645, "eval_overall_accuracy": 0.9655674102812803, "eval_overall_f1": 0.8547717842323651, "eval_overall_precision": 0.8218085106382979, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3692, "eval_samples_per_second": 506.48, "eval_steps_per_second": 8.125, "step": 8056 }, { "epoch": 77.0, "grad_norm": 0.0008816963527351618, "learning_rate": 1.1500000000000002e-05, "loss": 0.0008, "step": 8162 }, { "epoch": 77.0, "eval_LOCATION_f1": 0.8076923076923077, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7411764705882353, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.759124087591241, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7222222222222222, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.9090909090909091, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8860759493670886, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7868852459016394, "eval_TIME_number": 28, "eval_TIME_precision": 0.7272727272727273, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.36515700817108154, "eval_overall_accuracy": 0.9631425800193987, "eval_overall_f1": 0.8376534788540247, "eval_overall_precision": 0.7953367875647669, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.3678, "eval_samples_per_second": 508.497, "eval_steps_per_second": 8.158, "step": 8162 }, { "epoch": 78.0, "grad_norm": 0.007112889084964991, "learning_rate": 1.1000000000000001e-05, "loss": 0.0002, "step": 8268 }, { "epoch": 78.0, "eval_LOCATION_f1": 0.8181818181818181, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7590361445783133, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.757142857142857, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7066666666666667, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3537391126155853, "eval_overall_accuracy": 0.9638700290979632, "eval_overall_f1": 0.8426812585499316, "eval_overall_precision": 0.8020833333333334, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3745, "eval_samples_per_second": 499.333, "eval_steps_per_second": 8.011, "step": 8268 }, { "epoch": 79.0, "grad_norm": 0.0005999546265229583, "learning_rate": 1.05e-05, "loss": 0.0003, "step": 8374 }, { "epoch": 79.0, "eval_LOCATION_f1": 0.8129032258064516, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.75, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7794117647058824, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7464788732394366, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8169014084507042, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7631578947368421, "eval_QUANTITY_recall": 0.8787878787878788, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.35688579082489014, "eval_overall_accuracy": 0.965082444228904, "eval_overall_f1": 0.8477366255144033, "eval_overall_precision": 0.8089005235602095, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3639, "eval_samples_per_second": 513.835, "eval_steps_per_second": 8.243, "step": 8374 }, { "epoch": 80.0, "grad_norm": 0.0004196091031190008, "learning_rate": 1e-05, "loss": 0.0005, "step": 8480 }, { "epoch": 80.0, "eval_LOCATION_f1": 0.8129032258064516, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.75, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7851851851851851, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7571428571428571, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9150326797385621, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8974358974358975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.35123497247695923, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.8473177441540578, "eval_overall_precision": 0.8105263157894737, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.37, "eval_samples_per_second": 505.398, "eval_steps_per_second": 8.108, "step": 8480 }, { "epoch": 81.0, "grad_norm": 0.0005896950024180114, "learning_rate": 9.5e-06, "loss": 0.0003, "step": 8586 }, { "epoch": 81.0, "eval_LOCATION_f1": 0.8181818181818181, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7590361445783133, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7913669064748202, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7432432432432432, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.9150326797385621, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8974358974358975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8135593220338982, "eval_TIME_number": 28, "eval_TIME_precision": 0.7741935483870968, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.35577791929244995, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.850480109739369, "eval_overall_precision": 0.8115183246073299, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3645, "eval_samples_per_second": 513.064, "eval_steps_per_second": 8.231, "step": 8586 }, { "epoch": 82.0, "grad_norm": 0.0008361159707419574, "learning_rate": 9e-06, "loss": 0.0003, "step": 8692 }, { "epoch": 82.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.787878787878788, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7761194029850746, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.9150326797385621, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8974358974358975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3439392149448395, "eval_overall_accuracy": 0.9660523763336566, "eval_overall_f1": 0.8539638386648122, "eval_overall_precision": 0.8252688172043011, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.3724, "eval_samples_per_second": 502.206, "eval_steps_per_second": 8.057, "step": 8692 }, { "epoch": 83.0, "grad_norm": 0.0006481435848399997, "learning_rate": 8.500000000000002e-06, "loss": 0.0002, "step": 8798 }, { "epoch": 83.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7819548872180452, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7647058823529411, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.9150326797385621, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8974358974358975, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.8275862068965518, "eval_TIME_number": 28, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.35054975748062134, "eval_overall_accuracy": 0.965082444228904, "eval_overall_f1": 0.8527777777777777, "eval_overall_precision": 0.8230563002680965, "eval_overall_recall": 0.8847262247838616, "eval_runtime": 0.3688, "eval_samples_per_second": 507.07, "eval_steps_per_second": 8.135, "step": 8798 }, { "epoch": 84.0, "grad_norm": 0.001612077234312892, "learning_rate": 8.000000000000001e-06, "loss": 0.0006, "step": 8904 }, { "epoch": 84.0, "eval_LOCATION_f1": 0.8311688311688312, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7710843373493976, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7826086956521738, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7397260273972602, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7868852459016394, "eval_TIME_number": 28, "eval_TIME_precision": 0.7272727272727273, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3632793724536896, "eval_overall_accuracy": 0.9631425800193987, "eval_overall_f1": 0.8481532147742818, "eval_overall_precision": 0.8072916666666666, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.371, "eval_samples_per_second": 504.03, "eval_steps_per_second": 8.086, "step": 8904 }, { "epoch": 85.0, "grad_norm": 0.001582043943926692, "learning_rate": 7.5e-06, "loss": 0.0003, "step": 9010 }, { "epoch": 85.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7941176470588235, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7605633802816901, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.36183223128318787, "eval_overall_accuracy": 0.9641125121241513, "eval_overall_f1": 0.8500687757909215, "eval_overall_precision": 0.8131578947368421, "eval_overall_recall": 0.8904899135446686, "eval_runtime": 0.3683, "eval_samples_per_second": 507.773, "eval_steps_per_second": 8.146, "step": 9010 }, { "epoch": 86.0, "grad_norm": 0.0002886342990677804, "learning_rate": 7.000000000000001e-06, "loss": 0.0002, "step": 9116 }, { "epoch": 86.0, "eval_LOCATION_f1": 0.8421052631578947, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7901234567901234, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7883211678832116, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.75, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3576675355434418, "eval_overall_accuracy": 0.9643549951503395, "eval_overall_f1": 0.8528198074277854, "eval_overall_precision": 0.8157894736842105, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3791, "eval_samples_per_second": 493.217, "eval_steps_per_second": 7.913, "step": 9116 }, { "epoch": 87.0, "grad_norm": 0.00032167613971978426, "learning_rate": 6.5000000000000004e-06, "loss": 0.0002, "step": 9222 }, { "epoch": 87.0, "eval_LOCATION_f1": 0.8366013071895425, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7804878048780488, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7769784172661871, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7297297297297297, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3611268699169159, "eval_overall_accuracy": 0.9636275460717749, "eval_overall_f1": 0.8493150684931507, "eval_overall_precision": 0.8093994778067886, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3664, "eval_samples_per_second": 510.384, "eval_steps_per_second": 8.188, "step": 9222 }, { "epoch": 88.0, "grad_norm": 0.0001423046487616375, "learning_rate": 6e-06, "loss": 0.0002, "step": 9328 }, { "epoch": 88.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7969924812030074, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7794117647058824, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3588053584098816, "eval_overall_accuracy": 0.9655674102812803, "eval_overall_f1": 0.8520055325034579, "eval_overall_precision": 0.8191489361702128, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3692, "eval_samples_per_second": 506.568, "eval_steps_per_second": 8.127, "step": 9328 }, { "epoch": 89.0, "grad_norm": 0.00040084519423544407, "learning_rate": 5.500000000000001e-06, "loss": 0.0003, "step": 9434 }, { "epoch": 89.0, "eval_LOCATION_f1": 0.8344370860927152, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7875, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7794117647058824, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7464788732394366, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3615128695964813, "eval_overall_accuracy": 0.9648399612027158, "eval_overall_f1": 0.8496551724137931, "eval_overall_precision": 0.8148148148148148, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3697, "eval_samples_per_second": 505.85, "eval_steps_per_second": 8.115, "step": 9434 }, { "epoch": 90.0, "grad_norm": 0.0024764875415712595, "learning_rate": 5e-06, "loss": 0.0003, "step": 9540 }, { "epoch": 90.0, "eval_LOCATION_f1": 0.8289473684210527, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7777777777777778, "eval_LOCATION_recall": 0.8873239436619719, "eval_ORGANIZATION_f1": 0.7794117647058824, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7464788732394366, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9120521172638437, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.89171974522293, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.36288607120513916, "eval_overall_accuracy": 0.9643549951503395, "eval_overall_f1": 0.8496551724137931, "eval_overall_precision": 0.8148148148148148, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3743, "eval_samples_per_second": 499.595, "eval_steps_per_second": 8.015, "step": 9540 }, { "epoch": 91.0, "grad_norm": 0.000249840464675799, "learning_rate": 4.5e-06, "loss": 0.0002, "step": 9646 }, { "epoch": 91.0, "eval_LOCATION_f1": 0.8366013071895425, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7804878048780488, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7794117647058824, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7464788732394366, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3642159104347229, "eval_overall_accuracy": 0.9648399612027158, "eval_overall_f1": 0.8528198074277854, "eval_overall_precision": 0.8157894736842105, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3698, "eval_samples_per_second": 505.704, "eval_steps_per_second": 8.113, "step": 9646 }, { "epoch": 92.0, "grad_norm": 0.00021500952425412834, "learning_rate": 4.000000000000001e-06, "loss": 0.0002, "step": 9752 }, { "epoch": 92.0, "eval_LOCATION_f1": 0.8366013071895425, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7804878048780488, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7794117647058824, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7464788732394366, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3649475574493408, "eval_overall_accuracy": 0.9648399612027158, "eval_overall_f1": 0.8528198074277854, "eval_overall_precision": 0.8157894736842105, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3773, "eval_samples_per_second": 495.618, "eval_steps_per_second": 7.951, "step": 9752 }, { "epoch": 93.0, "grad_norm": 0.000220635934965685, "learning_rate": 3.5000000000000004e-06, "loss": 0.0002, "step": 9858 }, { "epoch": 93.0, "eval_LOCATION_f1": 0.8157894736842104, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7794117647058824, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7464788732394366, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.36348941922187805, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.8484848484848485, "eval_overall_precision": 0.8126649076517151, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3679, "eval_samples_per_second": 508.312, "eval_steps_per_second": 8.155, "step": 9858 }, { "epoch": 94.0, "grad_norm": 0.00017434197070542723, "learning_rate": 3e-06, "loss": 0.0002, "step": 9964 }, { "epoch": 94.0, "eval_LOCATION_f1": 0.8157894736842104, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8732394366197183, "eval_ORGANIZATION_f1": 0.7794117647058824, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7464788732394366, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.8000000000000002, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7567567567567568, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3645237386226654, "eval_overall_accuracy": 0.9643549951503395, "eval_overall_f1": 0.8484848484848485, "eval_overall_precision": 0.8126649076517151, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.3728, "eval_samples_per_second": 501.672, "eval_steps_per_second": 8.048, "step": 9964 }, { "epoch": 95.0, "grad_norm": 0.0002888070303015411, "learning_rate": 2.5e-06, "loss": 0.0005, "step": 10070 }, { "epoch": 95.0, "eval_LOCATION_f1": 0.8366013071895425, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7804878048780488, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7737226277372263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7361111111111112, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3668120801448822, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.850480109739369, "eval_overall_precision": 0.8115183246073299, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3658, "eval_samples_per_second": 511.262, "eval_steps_per_second": 8.202, "step": 10070 }, { "epoch": 96.0, "grad_norm": 0.0007120606023818254, "learning_rate": 2.0000000000000003e-06, "loss": 0.0002, "step": 10176 }, { "epoch": 96.0, "eval_LOCATION_f1": 0.8366013071895425, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7804878048780488, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7737226277372263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7361111111111112, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.36810311675071716, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.850480109739369, "eval_overall_precision": 0.8115183246073299, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3867, "eval_samples_per_second": 483.598, "eval_steps_per_second": 7.758, "step": 10176 }, { "epoch": 97.0, "grad_norm": 0.00018466792243998498, "learning_rate": 1.5e-06, "loss": 0.0002, "step": 10282 }, { "epoch": 97.0, "eval_LOCATION_f1": 0.8366013071895425, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7804878048780488, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7737226277372263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7361111111111112, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.36953815817832947, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.850480109739369, "eval_overall_precision": 0.8115183246073299, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3666, "eval_samples_per_second": 510.133, "eval_steps_per_second": 8.184, "step": 10282 }, { "epoch": 98.0, "grad_norm": 0.008206859230995178, "learning_rate": 1.0000000000000002e-06, "loss": 0.0002, "step": 10388 }, { "epoch": 98.0, "eval_LOCATION_f1": 0.8366013071895425, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7804878048780488, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7737226277372263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7361111111111112, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.36951956152915955, "eval_overall_accuracy": 0.9645974781765276, "eval_overall_f1": 0.850480109739369, "eval_overall_precision": 0.8115183246073299, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3722, "eval_samples_per_second": 502.461, "eval_steps_per_second": 8.061, "step": 10388 }, { "epoch": 99.0, "grad_norm": 0.00013635109644383192, "learning_rate": 5.000000000000001e-07, "loss": 0.0002, "step": 10494 }, { "epoch": 99.0, "eval_LOCATION_f1": 0.8311688311688312, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7710843373493976, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7737226277372263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7361111111111112, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.3702433109283447, "eval_overall_accuracy": 0.9643549951503395, "eval_overall_f1": 0.8493150684931507, "eval_overall_precision": 0.8093994778067886, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3665, "eval_samples_per_second": 510.199, "eval_steps_per_second": 8.185, "step": 10494 }, { "epoch": 100.0, "grad_norm": 0.00016493220755364746, "learning_rate": 0.0, "loss": 0.0002, "step": 10600 }, { "epoch": 100.0, "eval_LOCATION_f1": 0.8311688311688312, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7710843373493976, "eval_LOCATION_recall": 0.9014084507042254, "eval_ORGANIZATION_f1": 0.7737226277372263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.7361111111111112, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.9155844155844156, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8924050632911392, "eval_PERSON_recall": 0.94, "eval_QUANTITY_f1": 0.7887323943661972, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.7368421052631579, "eval_QUANTITY_recall": 0.8484848484848485, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 28, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8571428571428571, "eval_loss": 0.370334655046463, "eval_overall_accuracy": 0.9643549951503395, "eval_overall_f1": 0.8493150684931507, "eval_overall_precision": 0.8093994778067886, "eval_overall_recall": 0.8933717579250721, "eval_runtime": 0.3682, "eval_samples_per_second": 507.932, "eval_steps_per_second": 8.149, "step": 10600 }, { "epoch": 100.0, "step": 10600, "total_flos": 4591573981087056.0, "train_loss": 0.00907013229428316, "train_runtime": 992.7209, "train_samples_per_second": 170.038, "train_steps_per_second": 10.678 } ], "logging_steps": 500, "max_steps": 10600, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "total_flos": 4591573981087056.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }