{ "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": 1.8945987224578857, "learning_rate": 4.9500000000000004e-05, "loss": 1.1381, "step": 106 }, { "epoch": 1.0, "eval_LOCATION_f1": 0.0, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.0, "eval_LOCATION_recall": 0.0, "eval_ORGANIZATION_f1": 0.0, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.0, "eval_ORGANIZATION_recall": 0.0, "eval_PERSON_f1": 0.0, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.0, "eval_PERSON_recall": 0.0, "eval_QUANTITY_f1": 0.0, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.0, "eval_QUANTITY_recall": 0.0, "eval_TIME_f1": 0.0, "eval_TIME_number": 26, "eval_TIME_precision": 0.0, "eval_TIME_recall": 0.0, "eval_loss": 0.6853168606758118, "eval_overall_accuracy": 0.8448836627470603, "eval_overall_f1": 0.0, "eval_overall_precision": 0.0, "eval_overall_recall": 0.0, "eval_runtime": 0.3663, "eval_samples_per_second": 510.496, "eval_steps_per_second": 8.19, "step": 106 }, { "epoch": 2.0, "grad_norm": 1.1807020902633667, "learning_rate": 4.9e-05, "loss": 0.6775, "step": 212 }, { "epoch": 2.0, "eval_LOCATION_f1": 0.0, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.0, "eval_LOCATION_recall": 0.0, "eval_ORGANIZATION_f1": 0.0, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.0, "eval_ORGANIZATION_recall": 0.0, "eval_PERSON_f1": 0.0, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.0, "eval_PERSON_recall": 0.0, "eval_QUANTITY_f1": 0.0, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.0, "eval_QUANTITY_recall": 0.0, "eval_TIME_f1": 0.0, "eval_TIME_number": 26, "eval_TIME_precision": 0.0, "eval_TIME_recall": 0.0, "eval_loss": 0.5612640976905823, "eval_overall_accuracy": 0.8466349762321741, "eval_overall_f1": 0.0, "eval_overall_precision": 0.0, "eval_overall_recall": 0.0, "eval_runtime": 0.3703, "eval_samples_per_second": 505.03, "eval_steps_per_second": 8.102, "step": 212 }, { "epoch": 3.0, "grad_norm": 1.3289912939071655, "learning_rate": 4.85e-05, "loss": 0.5563, "step": 318 }, { "epoch": 3.0, "eval_LOCATION_f1": 0.1818181818181818, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.5, "eval_LOCATION_recall": 0.1111111111111111, "eval_ORGANIZATION_f1": 0.021276595744680854, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.05263157894736842, "eval_ORGANIZATION_recall": 0.013333333333333334, "eval_PERSON_f1": 0.2980392156862745, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.3392857142857143, "eval_PERSON_recall": 0.26573426573426573, "eval_QUANTITY_f1": 0.0, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.0, "eval_QUANTITY_recall": 0.0, "eval_TIME_f1": 0.18181818181818185, "eval_TIME_number": 26, "eval_TIME_precision": 0.2222222222222222, "eval_TIME_recall": 0.15384615384615385, "eval_loss": 0.42658355832099915, "eval_overall_accuracy": 0.877658243682762, "eval_overall_f1": 0.201980198019802, "eval_overall_precision": 0.3072289156626506, "eval_overall_recall": 0.1504424778761062, "eval_runtime": 0.3682, "eval_samples_per_second": 507.92, "eval_steps_per_second": 8.148, "step": 318 }, { "epoch": 4.0, "grad_norm": 2.218233346939087, "learning_rate": 4.8e-05, "loss": 0.4194, "step": 424 }, { "epoch": 4.0, "eval_LOCATION_f1": 0.4426229508196721, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.54, "eval_LOCATION_recall": 0.375, "eval_ORGANIZATION_f1": 0.3597122302158273, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.390625, "eval_ORGANIZATION_recall": 0.3333333333333333, "eval_PERSON_f1": 0.5964912280701755, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.5125628140703518, "eval_PERSON_recall": 0.7132867132867133, "eval_QUANTITY_f1": 0.0, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.0, "eval_QUANTITY_recall": 0.0, "eval_TIME_f1": 0.5925925925925927, "eval_TIME_number": 26, "eval_TIME_precision": 0.5714285714285714, "eval_TIME_recall": 0.6153846153846154, "eval_loss": 0.3157876431941986, "eval_overall_accuracy": 0.9126845133850388, "eval_overall_f1": 0.4892086330935252, "eval_overall_precision": 0.47752808988764045, "eval_overall_recall": 0.5014749262536873, "eval_runtime": 0.3699, "eval_samples_per_second": 505.61, "eval_steps_per_second": 8.111, "step": 424 }, { "epoch": 5.0, "grad_norm": 1.1470197439193726, "learning_rate": 4.75e-05, "loss": 0.3199, "step": 530 }, { "epoch": 5.0, "eval_LOCATION_f1": 0.625, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.5681818181818182, "eval_LOCATION_recall": 0.6944444444444444, "eval_ORGANIZATION_f1": 0.47500000000000003, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.4470588235294118, "eval_ORGANIZATION_recall": 0.5066666666666667, "eval_PERSON_f1": 0.764525993883792, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.6793478260869565, "eval_PERSON_recall": 0.8741258741258742, "eval_QUANTITY_f1": 0.35294117647058826, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.32142857142857145, "eval_QUANTITY_recall": 0.391304347826087, "eval_TIME_f1": 0.7307692307692306, "eval_TIME_number": 26, "eval_TIME_precision": 0.7307692307692307, "eval_TIME_recall": 0.7307692307692307, "eval_loss": 0.25322219729423523, "eval_overall_accuracy": 0.9301976482361771, "eval_overall_f1": 0.6426666666666666, "eval_overall_precision": 0.5863746958637469, "eval_overall_recall": 0.7109144542772862, "eval_runtime": 0.3708, "eval_samples_per_second": 504.27, "eval_steps_per_second": 8.09, "step": 530 }, { "epoch": 6.0, "grad_norm": 0.8425076603889465, "learning_rate": 4.7e-05, "loss": 0.2663, "step": 636 }, { "epoch": 6.0, "eval_LOCATION_f1": 0.679245283018868, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.6206896551724138, "eval_LOCATION_recall": 0.75, "eval_ORGANIZATION_f1": 0.5764705882352941, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5157894736842106, "eval_ORGANIZATION_recall": 0.6533333333333333, "eval_PERSON_f1": 0.8125, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.7344632768361582, "eval_PERSON_recall": 0.9090909090909091, "eval_QUANTITY_f1": 0.35294117647058826, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.32142857142857145, "eval_QUANTITY_recall": 0.391304347826087, "eval_TIME_f1": 0.7241379310344829, "eval_TIME_number": 26, "eval_TIME_precision": 0.65625, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.2125054895877838, "eval_overall_accuracy": 0.9362021516137102, "eval_overall_f1": 0.6939313984168866, "eval_overall_precision": 0.6276849642004774, "eval_overall_recall": 0.775811209439528, "eval_runtime": 0.3723, "eval_samples_per_second": 502.303, "eval_steps_per_second": 8.058, "step": 636 }, { "epoch": 7.0, "grad_norm": 0.9470153450965881, "learning_rate": 4.6500000000000005e-05, "loss": 0.2335, "step": 742 }, { "epoch": 7.0, "eval_LOCATION_f1": 0.751592356687898, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.6941176470588235, "eval_LOCATION_recall": 0.8194444444444444, "eval_ORGANIZATION_f1": 0.5862068965517241, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5151515151515151, "eval_ORGANIZATION_recall": 0.68, "eval_PERSON_f1": 0.8148148148148148, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.7292817679558011, "eval_PERSON_recall": 0.9230769230769231, "eval_QUANTITY_f1": 0.4444444444444444, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.3870967741935484, "eval_QUANTITY_recall": 0.5217391304347826, "eval_TIME_f1": 0.7017543859649122, "eval_TIME_number": 26, "eval_TIME_precision": 0.6451612903225806, "eval_TIME_recall": 0.7692307692307693, "eval_loss": 0.1960044652223587, "eval_overall_accuracy": 0.9392044033024769, "eval_overall_f1": 0.7154046997389034, "eval_overall_precision": 0.6416861826697893, "eval_overall_recall": 0.8082595870206489, "eval_runtime": 0.3721, "eval_samples_per_second": 502.608, "eval_steps_per_second": 8.063, "step": 742 }, { "epoch": 8.0, "grad_norm": 1.4180433750152588, "learning_rate": 4.600000000000001e-05, "loss": 0.2093, "step": 848 }, { "epoch": 8.0, "eval_LOCATION_f1": 0.7625000000000001, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.6931818181818182, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.6101694915254237, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5294117647058824, "eval_ORGANIZATION_recall": 0.72, "eval_PERSON_f1": 0.8490566037735848, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.7714285714285715, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.47058823529411764, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.42857142857142855, "eval_QUANTITY_recall": 0.5217391304347826, "eval_TIME_f1": 0.7457627118644068, "eval_TIME_number": 26, "eval_TIME_precision": 0.6666666666666666, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.17360921204090118, "eval_overall_accuracy": 0.9449587190392794, "eval_overall_f1": 0.7424836601307189, "eval_overall_precision": 0.6666666666666666, "eval_overall_recall": 0.8377581120943953, "eval_runtime": 0.3739, "eval_samples_per_second": 500.185, "eval_steps_per_second": 8.024, "step": 848 }, { "epoch": 9.0, "grad_norm": 1.8917080163955688, "learning_rate": 4.55e-05, "loss": 0.1945, "step": 954 }, { "epoch": 9.0, "eval_LOCATION_f1": 0.7682926829268292, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.6847826086956522, "eval_LOCATION_recall": 0.875, "eval_ORGANIZATION_f1": 0.6179775280898877, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5339805825242718, "eval_ORGANIZATION_recall": 0.7333333333333333, "eval_PERSON_f1": 0.8553054662379421, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.7916666666666666, "eval_PERSON_recall": 0.9300699300699301, "eval_QUANTITY_f1": 0.4814814814814815, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.41935483870967744, "eval_QUANTITY_recall": 0.5652173913043478, "eval_TIME_f1": 0.7241379310344829, "eval_TIME_number": 26, "eval_TIME_precision": 0.65625, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.17519919574260712, "eval_overall_accuracy": 0.9439579684763573, "eval_overall_f1": 0.7450980392156863, "eval_overall_precision": 0.6690140845070423, "eval_overall_recall": 0.8407079646017699, "eval_runtime": 0.3696, "eval_samples_per_second": 505.937, "eval_steps_per_second": 8.117, "step": 954 }, { "epoch": 10.0, "grad_norm": 2.473076343536377, "learning_rate": 4.5e-05, "loss": 0.1804, "step": 1060 }, { "epoch": 10.0, "eval_LOCATION_f1": 0.779874213836478, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7126436781609196, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.627906976744186, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5567010309278351, "eval_ORGANIZATION_recall": 0.72, "eval_PERSON_f1": 0.8434504792332268, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.7764705882352941, "eval_PERSON_recall": 0.9230769230769231, "eval_QUANTITY_f1": 0.5423728813559322, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.4444444444444444, "eval_QUANTITY_recall": 0.6956521739130435, "eval_TIME_f1": 0.7457627118644068, "eval_TIME_number": 26, "eval_TIME_precision": 0.6666666666666666, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.16381332278251648, "eval_overall_accuracy": 0.9457092819614711, "eval_overall_f1": 0.7506561679790027, "eval_overall_precision": 0.6761229314420804, "eval_overall_recall": 0.8436578171091446, "eval_runtime": 0.3732, "eval_samples_per_second": 501.085, "eval_steps_per_second": 8.039, "step": 1060 }, { "epoch": 11.0, "grad_norm": 1.6517131328582764, "learning_rate": 4.4500000000000004e-05, "loss": 0.1692, "step": 1166 }, { "epoch": 11.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7777777777777778, "eval_LOCATION_recall": 0.875, "eval_ORGANIZATION_f1": 0.6775956284153005, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5740740740740741, "eval_ORGANIZATION_recall": 0.8266666666666667, "eval_PERSON_f1": 0.8444444444444446, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.7732558139534884, "eval_PERSON_recall": 0.9300699300699301, "eval_QUANTITY_f1": 0.5357142857142857, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.45454545454545453, "eval_QUANTITY_recall": 0.6521739130434783, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.15897886455059052, "eval_overall_accuracy": 0.9499624718538904, "eval_overall_f1": 0.7769028871391076, "eval_overall_precision": 0.6997635933806147, "eval_overall_recall": 0.8731563421828908, "eval_runtime": 0.3708, "eval_samples_per_second": 504.355, "eval_steps_per_second": 8.091, "step": 1166 }, { "epoch": 12.0, "grad_norm": 2.3833324909210205, "learning_rate": 4.4000000000000006e-05, "loss": 0.1645, "step": 1272 }, { "epoch": 12.0, "eval_LOCATION_f1": 0.7947019867549668, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.759493670886076, "eval_LOCATION_recall": 0.8333333333333334, "eval_ORGANIZATION_f1": 0.6511627906976744, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5773195876288659, "eval_ORGANIZATION_recall": 0.7466666666666667, "eval_PERSON_f1": 0.8571428571428571, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8, "eval_PERSON_recall": 0.9230769230769231, "eval_QUANTITY_f1": 0.5925925925925926, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5161290322580645, "eval_QUANTITY_recall": 0.6956521739130435, "eval_TIME_f1": 0.8518518518518519, "eval_TIME_number": 26, "eval_TIME_precision": 0.8214285714285714, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.1452288031578064, "eval_overall_accuracy": 0.9514635976982737, "eval_overall_f1": 0.7767253044654939, "eval_overall_precision": 0.7175, "eval_overall_recall": 0.8466076696165191, "eval_runtime": 0.3708, "eval_samples_per_second": 504.307, "eval_steps_per_second": 8.09, "step": 1272 }, { "epoch": 13.0, "grad_norm": 1.4393219947814941, "learning_rate": 4.35e-05, "loss": 0.1572, "step": 1378 }, { "epoch": 13.0, "eval_LOCATION_f1": 0.8079470198675496, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7721518987341772, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.6775956284153005, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5740740740740741, "eval_ORGANIZATION_recall": 0.8266666666666667, "eval_PERSON_f1": 0.8562300319488818, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.788235294117647, "eval_PERSON_recall": 0.9370629370629371, "eval_QUANTITY_f1": 0.6923076923076923, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6206896551724138, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8070175438596492, "eval_TIME_number": 26, "eval_TIME_precision": 0.7419354838709677, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.1519501805305481, "eval_overall_accuracy": 0.9514635976982737, "eval_overall_f1": 0.7883597883597884, "eval_overall_precision": 0.7146282973621103, "eval_overall_recall": 0.8790560471976401, "eval_runtime": 0.3713, "eval_samples_per_second": 503.618, "eval_steps_per_second": 8.079, "step": 1378 }, { "epoch": 14.0, "grad_norm": 1.3148809671401978, "learning_rate": 4.3e-05, "loss": 0.1538, "step": 1484 }, { "epoch": 14.0, "eval_LOCATION_f1": 0.7972972972972973, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7763157894736842, "eval_LOCATION_recall": 0.8194444444444444, "eval_ORGANIZATION_f1": 0.6630434782608695, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5596330275229358, "eval_ORGANIZATION_recall": 0.8133333333333334, "eval_PERSON_f1": 0.8664495114006516, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8109756097560976, "eval_PERSON_recall": 0.9300699300699301, "eval_QUANTITY_f1": 0.7169811320754716, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6333333333333333, "eval_QUANTITY_recall": 0.8260869565217391, "eval_TIME_f1": 0.8214285714285715, "eval_TIME_number": 26, "eval_TIME_precision": 0.7666666666666667, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.1491760015487671, "eval_overall_accuracy": 0.9509632224168126, "eval_overall_f1": 0.788770053475936, "eval_overall_precision": 0.7212713936430318, "eval_overall_recall": 0.8702064896755162, "eval_runtime": 0.3732, "eval_samples_per_second": 501.038, "eval_steps_per_second": 8.038, "step": 1484 }, { "epoch": 15.0, "grad_norm": 0.9081311225891113, "learning_rate": 4.25e-05, "loss": 0.1483, "step": 1590 }, { "epoch": 15.0, "eval_LOCATION_f1": 0.7919463087248323, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7662337662337663, "eval_LOCATION_recall": 0.8194444444444444, "eval_ORGANIZATION_f1": 0.6666666666666666, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.59375, "eval_ORGANIZATION_recall": 0.76, "eval_PERSON_f1": 0.8721311475409836, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8209876543209876, "eval_PERSON_recall": 0.9300699300699301, "eval_QUANTITY_f1": 0.6923076923076923, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6206896551724138, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8518518518518519, "eval_TIME_number": 26, "eval_TIME_precision": 0.8214285714285714, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.1384066790342331, "eval_overall_accuracy": 0.9549662246685013, "eval_overall_f1": 0.7934336525307797, "eval_overall_precision": 0.7397959183673469, "eval_overall_recall": 0.855457227138643, "eval_runtime": 0.3693, "eval_samples_per_second": 506.326, "eval_steps_per_second": 8.123, "step": 1590 }, { "epoch": 16.0, "grad_norm": 1.228157877922058, "learning_rate": 4.2e-05, "loss": 0.145, "step": 1696 }, { "epoch": 16.0, "eval_LOCATION_f1": 0.7792207792207793, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7317073170731707, "eval_LOCATION_recall": 0.8333333333333334, "eval_ORGANIZATION_f1": 0.6737967914438503, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5625, "eval_ORGANIZATION_recall": 0.84, "eval_PERSON_f1": 0.8681672025723473, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8035714285714286, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.7407407407407407, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6451612903225806, "eval_QUANTITY_recall": 0.8695652173913043, "eval_TIME_f1": 0.7857142857142856, "eval_TIME_number": 26, "eval_TIME_precision": 0.7333333333333333, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.15306319296360016, "eval_overall_accuracy": 0.9497122842131599, "eval_overall_f1": 0.7874015748031495, "eval_overall_precision": 0.7092198581560284, "eval_overall_recall": 0.8849557522123894, "eval_runtime": 0.3725, "eval_samples_per_second": 502.005, "eval_steps_per_second": 8.054, "step": 1696 }, { "epoch": 17.0, "grad_norm": 0.6019057035446167, "learning_rate": 4.15e-05, "loss": 0.1378, "step": 1802 }, { "epoch": 17.0, "eval_LOCATION_f1": 0.7770700636942675, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7176470588235294, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.6703296703296704, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5700934579439252, "eval_ORGANIZATION_recall": 0.8133333333333334, "eval_PERSON_f1": 0.8778877887788779, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.83125, "eval_PERSON_recall": 0.9300699300699301, "eval_QUANTITY_f1": 0.7272727272727273, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.625, "eval_QUANTITY_recall": 0.8695652173913043, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.146218940615654, "eval_overall_accuracy": 0.9514635976982737, "eval_overall_f1": 0.7925531914893617, "eval_overall_precision": 0.7215496368038741, "eval_overall_recall": 0.8790560471976401, "eval_runtime": 0.3673, "eval_samples_per_second": 509.115, "eval_steps_per_second": 8.168, "step": 1802 }, { "epoch": 18.0, "grad_norm": 0.6048269867897034, "learning_rate": 4.1e-05, "loss": 0.137, "step": 1908 }, { "epoch": 18.0, "eval_LOCATION_f1": 0.7898089171974522, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7294117647058823, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.6486486486486486, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5454545454545454, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8837209302325583, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8417721518987342, "eval_PERSON_recall": 0.9300699300699301, "eval_QUANTITY_f1": 0.7407407407407407, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6451612903225806, "eval_QUANTITY_recall": 0.8695652173913043, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.143734872341156, "eval_overall_accuracy": 0.9522141606204654, "eval_overall_f1": 0.7925531914893617, "eval_overall_precision": 0.7215496368038741, "eval_overall_recall": 0.8790560471976401, "eval_runtime": 0.3712, "eval_samples_per_second": 503.734, "eval_steps_per_second": 8.081, "step": 1908 }, { "epoch": 19.0, "grad_norm": 0.9862064719200134, "learning_rate": 4.05e-05, "loss": 0.1316, "step": 2014 }, { "epoch": 19.0, "eval_LOCATION_f1": 0.7792207792207793, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7317073170731707, "eval_LOCATION_recall": 0.8333333333333334, "eval_ORGANIZATION_f1": 0.6931818181818181, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6039603960396039, "eval_ORGANIZATION_recall": 0.8133333333333334, "eval_PERSON_f1": 0.868421052631579, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8198757763975155, "eval_PERSON_recall": 0.9230769230769231, "eval_QUANTITY_f1": 0.7407407407407407, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6451612903225806, "eval_QUANTITY_recall": 0.8695652173913043, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.13715997338294983, "eval_overall_accuracy": 0.9542156617463098, "eval_overall_f1": 0.7940780619111709, "eval_overall_precision": 0.7301980198019802, "eval_overall_recall": 0.8702064896755162, "eval_runtime": 0.3712, "eval_samples_per_second": 503.829, "eval_steps_per_second": 8.083, "step": 2014 }, { "epoch": 20.0, "grad_norm": 1.5772024393081665, "learning_rate": 4e-05, "loss": 0.1274, "step": 2120 }, { "epoch": 20.0, "eval_LOCATION_f1": 0.7875000000000001, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7159090909090909, "eval_LOCATION_recall": 0.875, "eval_ORGANIZATION_f1": 0.6918918918918919, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5818181818181818, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.8721311475409836, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8209876543209876, "eval_PERSON_recall": 0.9300699300699301, "eval_QUANTITY_f1": 0.7272727272727273, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.625, "eval_QUANTITY_recall": 0.8695652173913043, "eval_TIME_f1": 0.7586206896551724, "eval_TIME_number": 26, "eval_TIME_precision": 0.6875, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.1509571373462677, "eval_overall_accuracy": 0.950212659494621, "eval_overall_f1": 0.7916120576671036, "eval_overall_precision": 0.7122641509433962, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3724, "eval_samples_per_second": 502.213, "eval_steps_per_second": 8.057, "step": 2120 }, { "epoch": 21.0, "grad_norm": 1.3061535358428955, "learning_rate": 3.9500000000000005e-05, "loss": 0.1279, "step": 2226 }, { "epoch": 21.0, "eval_LOCATION_f1": 0.7898089171974522, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7294117647058823, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7111111111111111, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6095238095238096, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.8737864077669902, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8132530120481928, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.7407407407407407, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6451612903225806, "eval_QUANTITY_recall": 0.8695652173913043, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.14436930418014526, "eval_overall_accuracy": 0.9532149111833875, "eval_overall_f1": 0.8052980132450331, "eval_overall_precision": 0.7307692307692307, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3764, "eval_samples_per_second": 496.865, "eval_steps_per_second": 7.971, "step": 2226 }, { "epoch": 22.0, "grad_norm": 0.9500447511672974, "learning_rate": 3.9000000000000006e-05, "loss": 0.1256, "step": 2332 }, { "epoch": 22.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7159090909090909, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6237623762376238, "eval_ORGANIZATION_recall": 0.84, "eval_PERSON_f1": 0.8852459016393444, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8333333333333334, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.7142857142857143, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6060606060606061, "eval_QUANTITY_recall": 0.8695652173913043, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.13468235731124878, "eval_overall_accuracy": 0.9567175381536153, "eval_overall_f1": 0.8123324396782842, "eval_overall_precision": 0.7444717444717445, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3693, "eval_samples_per_second": 506.364, "eval_steps_per_second": 8.123, "step": 2332 }, { "epoch": 23.0, "grad_norm": 1.3265873193740845, "learning_rate": 3.85e-05, "loss": 0.123, "step": 2438 }, { "epoch": 23.0, "eval_LOCATION_f1": 0.781456953642384, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7468354430379747, "eval_LOCATION_recall": 0.8194444444444444, "eval_ORGANIZATION_f1": 0.7262569832402236, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.625, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8831168831168831, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8242424242424242, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6785714285714286, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5757575757575758, "eval_QUANTITY_recall": 0.8260869565217391, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.13530714809894562, "eval_overall_accuracy": 0.955716787590693, "eval_overall_f1": 0.8037383177570093, "eval_overall_precision": 0.7341463414634146, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3693, "eval_samples_per_second": 506.356, "eval_steps_per_second": 8.123, "step": 2438 }, { "epoch": 24.0, "grad_norm": 1.4870867729187012, "learning_rate": 3.8e-05, "loss": 0.1219, "step": 2544 }, { "epoch": 24.0, "eval_LOCATION_f1": 0.7654320987654321, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.6888888888888889, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7032967032967032, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.5981308411214953, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.8794788273615636, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.823170731707317, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.7017543859649124, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5882352941176471, "eval_QUANTITY_recall": 0.8695652173913043, "eval_TIME_f1": 0.7586206896551724, "eval_TIME_number": 26, "eval_TIME_precision": 0.6875, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.14730946719646454, "eval_overall_accuracy": 0.9519639729797348, "eval_overall_f1": 0.7911227154046998, "eval_overall_precision": 0.7096018735362998, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3722, "eval_samples_per_second": 502.446, "eval_steps_per_second": 8.061, "step": 2544 }, { "epoch": 25.0, "grad_norm": 1.858078956604004, "learning_rate": 3.7500000000000003e-05, "loss": 0.1193, "step": 2650 }, { "epoch": 25.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.735632183908046, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6464646464646465, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.8896103896103895, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8303030303030303, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6785714285714286, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5757575757575758, "eval_QUANTITY_recall": 0.8260869565217391, "eval_TIME_f1": 0.7857142857142856, "eval_TIME_number": 26, "eval_TIME_precision": 0.7333333333333333, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.1400519758462906, "eval_overall_accuracy": 0.9567175381536153, "eval_overall_f1": 0.8128342245989304, "eval_overall_precision": 0.7432762836185819, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.368, "eval_samples_per_second": 508.1, "eval_steps_per_second": 8.151, "step": 2650 }, { "epoch": 26.0, "grad_norm": 0.955053985118866, "learning_rate": 3.7e-05, "loss": 0.1168, "step": 2756 }, { "epoch": 26.0, "eval_LOCATION_f1": 0.7948717948717949, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7380952380952381, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7159090909090909, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6237623762376238, "eval_ORGANIZATION_recall": 0.84, "eval_PERSON_f1": 0.8881578947368421, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8385093167701864, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6792452830188679, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7857142857142856, "eval_TIME_number": 26, "eval_TIME_precision": 0.7333333333333333, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.13576149940490723, "eval_overall_accuracy": 0.955716787590693, "eval_overall_f1": 0.8053691275167786, "eval_overall_precision": 0.7389162561576355, "eval_overall_recall": 0.8849557522123894, "eval_runtime": 0.3716, "eval_samples_per_second": 503.212, "eval_steps_per_second": 8.073, "step": 2756 }, { "epoch": 27.0, "grad_norm": 1.6411521434783936, "learning_rate": 3.65e-05, "loss": 0.1132, "step": 2862 }, { "epoch": 27.0, "eval_LOCATION_f1": 0.7625000000000001, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.6931818181818182, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7073170731707319, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.651685393258427, "eval_ORGANIZATION_recall": 0.7733333333333333, "eval_PERSON_f1": 0.8852459016393444, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8333333333333334, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6785714285714286, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5757575757575758, "eval_QUANTITY_recall": 0.8260869565217391, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.14072290062904358, "eval_overall_accuracy": 0.9547160370277709, "eval_overall_f1": 0.7972972972972973, "eval_overall_precision": 0.7356608478802993, "eval_overall_recall": 0.8702064896755162, "eval_runtime": 0.3708, "eval_samples_per_second": 504.296, "eval_steps_per_second": 8.09, "step": 2862 }, { "epoch": 28.0, "grad_norm": 1.1676483154296875, "learning_rate": 3.6e-05, "loss": 0.115, "step": 2968 }, { "epoch": 28.0, "eval_LOCATION_f1": 0.7922077922077924, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7231638418079096, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6274509803921569, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.881578947368421, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8322981366459627, "eval_PERSON_recall": 0.9370629370629371, "eval_QUANTITY_f1": 0.6909090909090908, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.59375, "eval_QUANTITY_recall": 0.8260869565217391, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.13657206296920776, "eval_overall_accuracy": 0.9567175381536153, "eval_overall_f1": 0.8080536912751678, "eval_overall_precision": 0.7413793103448276, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3699, "eval_samples_per_second": 505.486, "eval_steps_per_second": 8.109, "step": 2968 }, { "epoch": 29.0, "grad_norm": 1.2002038955688477, "learning_rate": 3.55e-05, "loss": 0.112, "step": 3074 }, { "epoch": 29.0, "eval_LOCATION_f1": 0.8, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7386363636363636, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6435643564356436, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.9006622516556291, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8553459119496856, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6909090909090908, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.59375, "eval_QUANTITY_recall": 0.8260869565217391, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.13843736052513123, "eval_overall_accuracy": 0.9559669752314236, "eval_overall_f1": 0.8183041722745626, "eval_overall_precision": 0.7524752475247525, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.371, "eval_samples_per_second": 504.044, "eval_steps_per_second": 8.086, "step": 3074 }, { "epoch": 30.0, "grad_norm": 1.0138002634048462, "learning_rate": 3.5e-05, "loss": 0.1112, "step": 3180 }, { "epoch": 30.0, "eval_LOCATION_f1": 0.7701863354037267, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.6966292134831461, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7303370786516854, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6310679611650486, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8947368421052632, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.84472049689441, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.13617390394210815, "eval_overall_accuracy": 0.955716787590693, "eval_overall_f1": 0.804780876494024, "eval_overall_precision": 0.7318840579710145, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3711, "eval_samples_per_second": 503.907, "eval_steps_per_second": 8.084, "step": 3180 }, { "epoch": 31.0, "grad_norm": 0.6963276863098145, "learning_rate": 3.45e-05, "loss": 0.1093, "step": 3286 }, { "epoch": 31.0, "eval_LOCATION_f1": 0.782051282051282, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7455621301775148, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6702127659574468, "eval_ORGANIZATION_recall": 0.84, "eval_PERSON_f1": 0.8947368421052632, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.84472049689441, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6909090909090908, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.59375, "eval_QUANTITY_recall": 0.8260869565217391, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.13229180872440338, "eval_overall_accuracy": 0.9577182887165374, "eval_overall_f1": 0.817320703653586, "eval_overall_precision": 0.755, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.369, "eval_samples_per_second": 506.747, "eval_steps_per_second": 8.13, "step": 3286 }, { "epoch": 32.0, "grad_norm": 2.4005796909332275, "learning_rate": 3.4000000000000007e-05, "loss": 0.1075, "step": 3392 }, { "epoch": 32.0, "eval_LOCATION_f1": 0.8157894736842106, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.775, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7425149700598803, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6739130434782609, "eval_ORGANIZATION_recall": 0.8266666666666667, "eval_PERSON_f1": 0.9, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8598726114649682, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6909090909090908, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.59375, "eval_QUANTITY_recall": 0.8260869565217391, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.12926289439201355, "eval_overall_accuracy": 0.9597197898423818, "eval_overall_f1": 0.8257887517146778, "eval_overall_precision": 0.7717948717948718, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3724, "eval_samples_per_second": 502.175, "eval_steps_per_second": 8.056, "step": 3392 }, { "epoch": 33.0, "grad_norm": 1.497031807899475, "learning_rate": 3.35e-05, "loss": 0.1046, "step": 3498 }, { "epoch": 33.0, "eval_LOCATION_f1": 0.7770700636942675, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7176470588235294, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.744186046511628, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6597938144329897, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.9158249158249158, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8831168831168831, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8214285714285715, "eval_TIME_number": 26, "eval_TIME_precision": 0.7666666666666667, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.13126622140407562, "eval_overall_accuracy": 0.9594696022016512, "eval_overall_f1": 0.819538670284939, "eval_overall_precision": 0.7587939698492462, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3762, "eval_samples_per_second": 497.031, "eval_steps_per_second": 7.974, "step": 3498 }, { "epoch": 34.0, "grad_norm": 0.8285422921180725, "learning_rate": 3.3e-05, "loss": 0.1017, "step": 3604 }, { "epoch": 34.0, "eval_LOCATION_f1": 0.7848101265822784, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7209302325581395, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7314285714285714, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.64, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.8823529411764706, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8282208588957055, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6428571428571429, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5454545454545454, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7586206896551724, "eval_TIME_number": 26, "eval_TIME_precision": 0.6875, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.1426933854818344, "eval_overall_accuracy": 0.9547160370277709, "eval_overall_f1": 0.799468791500664, "eval_overall_precision": 0.7270531400966184, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3722, "eval_samples_per_second": 502.449, "eval_steps_per_second": 8.061, "step": 3604 }, { "epoch": 35.0, "grad_norm": 1.9264658689498901, "learning_rate": 3.2500000000000004e-05, "loss": 0.1071, "step": 3710 }, { "epoch": 35.0, "eval_LOCATION_f1": 0.779874213836478, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7126436781609196, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7231638418079096, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6274509803921569, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.9066666666666667, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8662420382165605, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6428571428571429, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5454545454545454, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.14034150540828705, "eval_overall_accuracy": 0.9562171628721541, "eval_overall_f1": 0.8112449799196788, "eval_overall_precision": 0.7426470588235294, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3705, "eval_samples_per_second": 504.772, "eval_steps_per_second": 8.098, "step": 3710 }, { "epoch": 36.0, "grad_norm": 1.7772150039672852, "learning_rate": 3.2000000000000005e-05, "loss": 0.1026, "step": 3816 }, { "epoch": 36.0, "eval_LOCATION_f1": 0.782051282051282, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7407407407407408, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6896551724137931, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.12969908118247986, "eval_overall_accuracy": 0.9589692269201902, "eval_overall_f1": 0.8153214774281805, "eval_overall_precision": 0.7602040816326531, "eval_overall_recall": 0.8790560471976401, "eval_runtime": 0.3711, "eval_samples_per_second": 503.942, "eval_steps_per_second": 8.085, "step": 3816 }, { "epoch": 37.0, "grad_norm": 5.3707380294799805, "learning_rate": 3.15e-05, "loss": 0.1005, "step": 3922 }, { "epoch": 37.0, "eval_LOCATION_f1": 0.7848101265822784, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7209302325581395, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7570621468926553, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6568627450980392, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.8954248366013072, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8404907975460123, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.8214285714285715, "eval_TIME_number": 26, "eval_TIME_precision": 0.7666666666666667, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.14334312081336975, "eval_overall_accuracy": 0.9549662246685013, "eval_overall_f1": 0.8127490039840637, "eval_overall_precision": 0.7391304347826086, "eval_overall_recall": 0.9026548672566371, "eval_runtime": 0.3705, "eval_samples_per_second": 504.68, "eval_steps_per_second": 8.096, "step": 3922 }, { "epoch": 38.0, "grad_norm": 1.382991075515747, "learning_rate": 3.1e-05, "loss": 0.0981, "step": 4028 }, { "epoch": 38.0, "eval_LOCATION_f1": 0.8157894736842106, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.775, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7386363636363636, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6435643564356436, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8990228013029316, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8414634146341463, "eval_PERSON_recall": 0.965034965034965, "eval_QUANTITY_f1": 0.6428571428571429, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5454545454545454, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8214285714285715, "eval_TIME_number": 26, "eval_TIME_precision": 0.7666666666666667, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.14039599895477295, "eval_overall_accuracy": 0.9572179134350763, "eval_overall_f1": 0.8192771084337348, "eval_overall_precision": 0.75, "eval_overall_recall": 0.9026548672566371, "eval_runtime": 0.371, "eval_samples_per_second": 503.978, "eval_steps_per_second": 8.085, "step": 4028 }, { "epoch": 39.0, "grad_norm": 0.9052088260650635, "learning_rate": 3.05e-05, "loss": 0.0982, "step": 4134 }, { "epoch": 39.0, "eval_LOCATION_f1": 0.8104575163398693, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7745664739884393, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6836734693877551, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.8888888888888888, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8343558282208589, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6428571428571429, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5454545454545454, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8214285714285715, "eval_TIME_number": 26, "eval_TIME_precision": 0.7666666666666667, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.1408725529909134, "eval_overall_accuracy": 0.957968476357268, "eval_overall_f1": 0.8225806451612903, "eval_overall_precision": 0.7555555555555555, "eval_overall_recall": 0.9026548672566371, "eval_runtime": 0.3728, "eval_samples_per_second": 501.569, "eval_steps_per_second": 8.047, "step": 4134 }, { "epoch": 40.0, "grad_norm": 1.2666678428649902, "learning_rate": 3e-05, "loss": 0.0986, "step": 4240 }, { "epoch": 40.0, "eval_LOCATION_f1": 0.7973856209150327, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7530864197530864, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8859934853420195, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8292682926829268, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6296296296296297, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5483870967741935, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.13242048025131226, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.8211382113821138, "eval_overall_precision": 0.7593984962406015, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3704, "eval_samples_per_second": 504.864, "eval_steps_per_second": 8.099, "step": 4240 }, { "epoch": 41.0, "grad_norm": 1.3640594482421875, "learning_rate": 2.95e-05, "loss": 0.0963, "step": 4346 }, { "epoch": 41.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7674418604651163, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6804123711340206, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8888888888888888, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8343558282208589, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6538461538461539, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5862068965517241, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.1359548419713974, "eval_overall_accuracy": 0.9577182887165374, "eval_overall_f1": 0.8227334235453315, "eval_overall_precision": 0.76, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3704, "eval_samples_per_second": 504.827, "eval_steps_per_second": 8.099, "step": 4346 }, { "epoch": 42.0, "grad_norm": 1.9110503196716309, "learning_rate": 2.9e-05, "loss": 0.096, "step": 4452 }, { "epoch": 42.0, "eval_LOCATION_f1": 0.8, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7719298245614036, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6875, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8983606557377047, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.845679012345679, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8070175438596492, "eval_TIME_number": 26, "eval_TIME_precision": 0.7419354838709677, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.1379159390926361, "eval_overall_accuracy": 0.9584688516387291, "eval_overall_f1": 0.8236877523553163, "eval_overall_precision": 0.7574257425742574, "eval_overall_recall": 0.9026548672566371, "eval_runtime": 0.3712, "eval_samples_per_second": 503.833, "eval_steps_per_second": 8.083, "step": 4452 }, { "epoch": 43.0, "grad_norm": 0.9015399813652039, "learning_rate": 2.8499999999999998e-05, "loss": 0.0944, "step": 4558 }, { "epoch": 43.0, "eval_LOCATION_f1": 0.8026315789473685, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7625, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.8, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7333333333333333, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.9066666666666667, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8662420382165605, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6538461538461539, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5862068965517241, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.12910011410713196, "eval_overall_accuracy": 0.9617212909682261, "eval_overall_f1": 0.8342541436464089, "eval_overall_precision": 0.7844155844155845, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3719, "eval_samples_per_second": 502.787, "eval_steps_per_second": 8.066, "step": 4558 }, { "epoch": 44.0, "grad_norm": 1.5744454860687256, "learning_rate": 2.8000000000000003e-05, "loss": 0.0959, "step": 4664 }, { "epoch": 44.0, "eval_LOCATION_f1": 0.8129032258064516, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7590361445783133, "eval_LOCATION_recall": 0.875, "eval_ORGANIZATION_f1": 0.788235294117647, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7052631578947368, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9013157894736843, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8509316770186336, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6296296296296297, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5483870967741935, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7272727272727274, "eval_TIME_number": 26, "eval_TIME_precision": 0.6896551724137931, "eval_TIME_recall": 0.7692307692307693, "eval_loss": 0.13805752992630005, "eval_overall_accuracy": 0.9569677257943457, "eval_overall_f1": 0.8238482384823848, "eval_overall_precision": 0.7619047619047619, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3727, "eval_samples_per_second": 501.769, "eval_steps_per_second": 8.05, "step": 4664 }, { "epoch": 45.0, "grad_norm": 1.3224737644195557, "learning_rate": 2.7500000000000004e-05, "loss": 0.0935, "step": 4770 }, { "epoch": 45.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7777777777777778, "eval_LOCATION_recall": 0.875, "eval_ORGANIZATION_f1": 0.7647058823529413, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6842105263157895, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.9078947368421052, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.965034965034965, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.13827811181545258, "eval_overall_accuracy": 0.9584688516387291, "eval_overall_f1": 0.8249660786974219, "eval_overall_precision": 0.7638190954773869, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3741, "eval_samples_per_second": 499.811, "eval_steps_per_second": 8.018, "step": 4770 }, { "epoch": 46.0, "grad_norm": 0.8794982433319092, "learning_rate": 2.7000000000000002e-05, "loss": 0.0903, "step": 4876 }, { "epoch": 46.0, "eval_LOCATION_f1": 0.8, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7514450867052023, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6632653061224489, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.9042904290429041, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85625, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6415094339622641, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5666666666666667, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.8363636363636363, "eval_TIME_number": 26, "eval_TIME_precision": 0.7931034482758621, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.13555409014225006, "eval_overall_accuracy": 0.9582186639979985, "eval_overall_f1": 0.8227334235453315, "eval_overall_precision": 0.76, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3704, "eval_samples_per_second": 504.861, "eval_steps_per_second": 8.099, "step": 4876 }, { "epoch": 47.0, "grad_norm": 1.307417869567871, "learning_rate": 2.6500000000000004e-05, "loss": 0.0933, "step": 4982 }, { "epoch": 47.0, "eval_LOCATION_f1": 0.7973856209150327, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7530864197530864, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7816091954022988, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6868686868686869, "eval_ORGANIZATION_recall": 0.9066666666666666, "eval_PERSON_f1": 0.9019607843137255, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8466257668711656, "eval_PERSON_recall": 0.965034965034965, "eval_QUANTITY_f1": 0.5964912280701754, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7272727272727274, "eval_TIME_number": 26, "eval_TIME_precision": 0.6896551724137931, "eval_TIME_recall": 0.7692307692307693, "eval_loss": 0.15163101255893707, "eval_overall_accuracy": 0.9552164123092319, "eval_overall_f1": 0.8161073825503355, "eval_overall_precision": 0.7487684729064039, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3701, "eval_samples_per_second": 505.224, "eval_steps_per_second": 8.105, "step": 4982 }, { "epoch": 48.0, "grad_norm": 1.3334672451019287, "learning_rate": 2.6000000000000002e-05, "loss": 0.093, "step": 5088 }, { "epoch": 48.0, "eval_LOCATION_f1": 0.8, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7647058823529413, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6842105263157895, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6296296296296297, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5483870967741935, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.13479116559028625, "eval_overall_accuracy": 0.957968476357268, "eval_overall_f1": 0.8168249660786975, "eval_overall_precision": 0.7562814070351759, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3689, "eval_samples_per_second": 506.907, "eval_steps_per_second": 8.132, "step": 5088 }, { "epoch": 49.0, "grad_norm": 2.846377372741699, "learning_rate": 2.5500000000000003e-05, "loss": 0.0906, "step": 5194 }, { "epoch": 49.0, "eval_LOCATION_f1": 0.8, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7640449438202248, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6601941747572816, "eval_ORGANIZATION_recall": 0.9066666666666666, "eval_PERSON_f1": 0.9042904290429041, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85625, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5806451612903226, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14537392556667328, "eval_overall_accuracy": 0.9569677257943457, "eval_overall_f1": 0.8214765100671141, "eval_overall_precision": 0.7536945812807881, "eval_overall_recall": 0.9026548672566371, "eval_runtime": 0.3727, "eval_samples_per_second": 501.678, "eval_steps_per_second": 8.048, "step": 5194 }, { "epoch": 50.0, "grad_norm": 1.0936921834945679, "learning_rate": 2.5e-05, "loss": 0.0894, "step": 5300 }, { "epoch": 50.0, "eval_LOCATION_f1": 0.8026315789473685, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7625, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7730061349693251, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7159090909090909, "eval_ORGANIZATION_recall": 0.84, "eval_PERSON_f1": 0.8918032786885245, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8395061728395061, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5806451612903226, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8518518518518519, "eval_TIME_number": 26, "eval_TIME_precision": 0.8214285714285714, "eval_TIME_recall": 0.8846153846153846, "eval_loss": 0.13398553431034088, "eval_overall_accuracy": 0.9609707280460346, "eval_overall_f1": 0.8269230769230769, "eval_overall_precision": 0.7737789203084833, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3704, "eval_samples_per_second": 504.87, "eval_steps_per_second": 8.1, "step": 5300 }, { "epoch": 51.0, "grad_norm": 1.3817942142486572, "learning_rate": 2.45e-05, "loss": 0.0882, "step": 5406 }, { "epoch": 51.0, "eval_LOCATION_f1": 0.8104575163398693, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7602339181286549, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6770833333333334, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.9013157894736843, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8509316770186336, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6415094339622641, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5666666666666667, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.1364634782075882, "eval_overall_accuracy": 0.9594696022016512, "eval_overall_f1": 0.8233695652173914, "eval_overall_precision": 0.7632241813602015, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3697, "eval_samples_per_second": 505.839, "eval_steps_per_second": 8.115, "step": 5406 }, { "epoch": 52.0, "grad_norm": 0.8930407762527466, "learning_rate": 2.4e-05, "loss": 0.0886, "step": 5512 }, { "epoch": 52.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7701149425287357, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6767676767676768, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9049180327868852, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.965034965034965, "eval_QUANTITY_f1": 0.6296296296296297, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5483870967741935, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14068011939525604, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.8221024258760108, "eval_overall_precision": 0.7568238213399504, "eval_overall_recall": 0.8997050147492626, "eval_runtime": 0.3699, "eval_samples_per_second": 505.493, "eval_steps_per_second": 8.11, "step": 5512 }, { "epoch": 53.0, "grad_norm": 1.4923311471939087, "learning_rate": 2.35e-05, "loss": 0.086, "step": 5618 }, { "epoch": 53.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7790697674418604, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6907216494845361, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.8947368421052632, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.84472049689441, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5806451612903226, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7857142857142856, "eval_TIME_number": 26, "eval_TIME_precision": 0.7333333333333333, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.13908393681049347, "eval_overall_accuracy": 0.9592194145609206, "eval_overall_f1": 0.8243243243243245, "eval_overall_precision": 0.7605985037406484, "eval_overall_recall": 0.8997050147492626, "eval_runtime": 0.3682, "eval_samples_per_second": 507.889, "eval_steps_per_second": 8.148, "step": 5618 }, { "epoch": 54.0, "grad_norm": 2.1307640075683594, "learning_rate": 2.3000000000000003e-05, "loss": 0.0872, "step": 5724 }, { "epoch": 54.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.903654485049834, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8607594936708861, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.1391591876745224, "eval_overall_accuracy": 0.9589692269201902, "eval_overall_f1": 0.8256130790190735, "eval_overall_precision": 0.7670886075949367, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3712, "eval_samples_per_second": 503.825, "eval_steps_per_second": 8.083, "step": 5724 }, { "epoch": 55.0, "grad_norm": 2.045675277709961, "learning_rate": 2.25e-05, "loss": 0.0897, "step": 5830 }, { "epoch": 55.0, "eval_LOCATION_f1": 0.7948717948717949, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7380952380952381, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7640449438202248, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6601941747572816, "eval_ORGANIZATION_recall": 0.9066666666666666, "eval_PERSON_f1": 0.9078947368421052, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.965034965034965, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7142857142857142, "eval_TIME_number": 26, "eval_TIME_precision": 0.6666666666666666, "eval_TIME_recall": 0.7692307692307693, "eval_loss": 0.1569395512342453, "eval_overall_accuracy": 0.9534650988241181, "eval_overall_f1": 0.8133333333333332, "eval_overall_precision": 0.7420924574209246, "eval_overall_recall": 0.8997050147492626, "eval_runtime": 0.3688, "eval_samples_per_second": 507.118, "eval_steps_per_second": 8.136, "step": 5830 }, { "epoch": 56.0, "grad_norm": 0.979404091835022, "learning_rate": 2.2000000000000003e-05, "loss": 0.0881, "step": 5936 }, { "epoch": 56.0, "eval_LOCATION_f1": 0.7973856209150327, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7530864197530864, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7831325301204819, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7142857142857143, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.9006622516556291, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8553459119496856, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.13650928437709808, "eval_overall_accuracy": 0.9597197898423818, "eval_overall_f1": 0.8207934336525308, "eval_overall_precision": 0.7653061224489796, "eval_overall_recall": 0.8849557522123894, "eval_runtime": 0.372, "eval_samples_per_second": 502.676, "eval_steps_per_second": 8.064, "step": 5936 }, { "epoch": 57.0, "grad_norm": 1.4905277490615845, "learning_rate": 2.15e-05, "loss": 0.0857, "step": 6042 }, { "epoch": 57.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.8, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7333333333333333, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6296296296296297, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5483870967741935, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7777777777777779, "eval_TIME_number": 26, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.13628903031349182, "eval_overall_accuracy": 0.961220915686765, "eval_overall_f1": 0.8273972602739725, "eval_overall_precision": 0.7723785166240409, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3704, "eval_samples_per_second": 504.837, "eval_steps_per_second": 8.099, "step": 6042 }, { "epoch": 58.0, "grad_norm": 0.8609861135482788, "learning_rate": 2.1e-05, "loss": 0.0846, "step": 6148 }, { "epoch": 58.0, "eval_LOCATION_f1": 0.7973856209150327, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7530864197530864, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.783625730994152, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6979166666666666, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6296296296296297, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5483870967741935, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.14013363420963287, "eval_overall_accuracy": 0.9594696022016512, "eval_overall_f1": 0.8233695652173914, "eval_overall_precision": 0.7632241813602015, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3725, "eval_samples_per_second": 502.031, "eval_steps_per_second": 8.054, "step": 6148 }, { "epoch": 59.0, "grad_norm": 1.2671494483947754, "learning_rate": 2.05e-05, "loss": 0.0843, "step": 6254 }, { "epoch": 59.0, "eval_LOCATION_f1": 0.7922077922077924, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7928994082840236, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7127659574468085, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9078947368421052, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.965034965034965, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.75, "eval_TIME_number": 26, "eval_TIME_precision": 0.7, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14256823062896729, "eval_overall_accuracy": 0.9594696022016512, "eval_overall_f1": 0.8238482384823848, "eval_overall_precision": 0.7619047619047619, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3732, "eval_samples_per_second": 501.11, "eval_steps_per_second": 8.039, "step": 6254 }, { "epoch": 60.0, "grad_norm": 0.5702971816062927, "learning_rate": 2e-05, "loss": 0.087, "step": 6360 }, { "epoch": 60.0, "eval_LOCATION_f1": 0.7922077922077924, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7738095238095238, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6989247311827957, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.9006622516556291, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8553459119496856, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8148148148148148, "eval_TIME_number": 26, "eval_TIME_precision": 0.7857142857142857, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.13854016363620758, "eval_overall_accuracy": 0.9594696022016512, "eval_overall_f1": 0.8240109140518419, "eval_overall_precision": 0.766497461928934, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3704, "eval_samples_per_second": 504.86, "eval_steps_per_second": 8.099, "step": 6360 }, { "epoch": 61.0, "grad_norm": 1.0941648483276367, "learning_rate": 1.9500000000000003e-05, "loss": 0.0836, "step": 6466 }, { "epoch": 61.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7745664739884393, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6836734693877551, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9108910891089109, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8625, "eval_PERSON_recall": 0.965034965034965, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14069223403930664, "eval_overall_accuracy": 0.9602201651238429, "eval_overall_f1": 0.827027027027027, "eval_overall_precision": 0.7630922693266833, "eval_overall_recall": 0.9026548672566371, "eval_runtime": 0.3687, "eval_samples_per_second": 507.138, "eval_steps_per_second": 8.136, "step": 6466 }, { "epoch": 62.0, "grad_norm": 0.9212659597396851, "learning_rate": 1.9e-05, "loss": 0.0823, "step": 6572 }, { "epoch": 62.0, "eval_LOCATION_f1": 0.8026315789473685, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7625, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7710843373493976, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7032967032967034, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6415094339622641, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5666666666666667, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.13715825974941254, "eval_overall_accuracy": 0.9602201651238429, "eval_overall_f1": 0.823045267489712, "eval_overall_precision": 0.7692307692307693, "eval_overall_recall": 0.8849557522123894, "eval_runtime": 0.3668, "eval_samples_per_second": 509.835, "eval_steps_per_second": 8.179, "step": 6572 }, { "epoch": 63.0, "grad_norm": 0.8010810613632202, "learning_rate": 1.85e-05, "loss": 0.0814, "step": 6678 }, { "epoch": 63.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7674418604651163, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6804123711340206, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7272727272727274, "eval_TIME_number": 26, "eval_TIME_precision": 0.6896551724137931, "eval_TIME_recall": 0.7692307692307693, "eval_loss": 0.1415587216615677, "eval_overall_accuracy": 0.957968476357268, "eval_overall_f1": 0.814614343707713, "eval_overall_precision": 0.7525, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3713, "eval_samples_per_second": 503.694, "eval_steps_per_second": 8.081, "step": 6678 }, { "epoch": 64.0, "grad_norm": 1.7902244329452515, "learning_rate": 1.8e-05, "loss": 0.0806, "step": 6784 }, { "epoch": 64.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7486033519553071, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6442307692307693, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9078947368421052, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.965034965034965, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7142857142857142, "eval_TIME_number": 26, "eval_TIME_precision": 0.6666666666666666, "eval_TIME_recall": 0.7692307692307693, "eval_loss": 0.1516939103603363, "eval_overall_accuracy": 0.9564673505128847, "eval_overall_f1": 0.8155080213903745, "eval_overall_precision": 0.7457212713936431, "eval_overall_recall": 0.8997050147492626, "eval_runtime": 0.372, "eval_samples_per_second": 502.674, "eval_steps_per_second": 8.064, "step": 6784 }, { "epoch": 65.0, "grad_norm": 0.6327823400497437, "learning_rate": 1.75e-05, "loss": 0.0794, "step": 6890 }, { "epoch": 65.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7784431137724551, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7065217391304348, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14160560071468353, "eval_overall_accuracy": 0.9589692269201902, "eval_overall_f1": 0.8201634877384195, "eval_overall_precision": 0.7620253164556962, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3687, "eval_samples_per_second": 507.195, "eval_steps_per_second": 8.137, "step": 6890 }, { "epoch": 66.0, "grad_norm": 0.9762814044952393, "learning_rate": 1.7000000000000003e-05, "loss": 0.079, "step": 6996 }, { "epoch": 66.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7861271676300577, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6938775510204082, "eval_ORGANIZATION_recall": 0.9066666666666666, "eval_PERSON_f1": 0.9078947368421052, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.965034965034965, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.1456669718027115, "eval_overall_accuracy": 0.9592194145609206, "eval_overall_f1": 0.8286099865047233, "eval_overall_precision": 0.763681592039801, "eval_overall_recall": 0.9056047197640118, "eval_runtime": 0.3699, "eval_samples_per_second": 505.498, "eval_steps_per_second": 8.11, "step": 6996 }, { "epoch": 67.0, "grad_norm": 0.4873846173286438, "learning_rate": 1.65e-05, "loss": 0.0811, "step": 7102 }, { "epoch": 67.0, "eval_LOCATION_f1": 0.8104575163398693, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7738095238095238, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6989247311827957, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.9006622516556291, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8553459119496856, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.13851337134838104, "eval_overall_accuracy": 0.9604703527645734, "eval_overall_f1": 0.8267394270122784, "eval_overall_precision": 0.7690355329949239, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3724, "eval_samples_per_second": 502.102, "eval_steps_per_second": 8.055, "step": 7102 }, { "epoch": 68.0, "grad_norm": 0.9525014758110046, "learning_rate": 1.6000000000000003e-05, "loss": 0.0792, "step": 7208 }, { "epoch": 68.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7570621468926553, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6568627450980392, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9072847682119206, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8616352201257862, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14804454147815704, "eval_overall_accuracy": 0.9572179134350763, "eval_overall_f1": 0.814516129032258, "eval_overall_precision": 0.7481481481481481, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3712, "eval_samples_per_second": 503.718, "eval_steps_per_second": 8.081, "step": 7208 }, { "epoch": 69.0, "grad_norm": 2.1547799110412598, "learning_rate": 1.55e-05, "loss": 0.0795, "step": 7314 }, { "epoch": 69.0, "eval_LOCATION_f1": 0.8, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7701149425287357, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6767676767676768, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.8918032786885245, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8395061728395061, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.1455415040254593, "eval_overall_accuracy": 0.9584688516387291, "eval_overall_f1": 0.8198924731182796, "eval_overall_precision": 0.7530864197530864, "eval_overall_recall": 0.8997050147492626, "eval_runtime": 0.3711, "eval_samples_per_second": 503.946, "eval_steps_per_second": 8.085, "step": 7314 }, { "epoch": 70.0, "grad_norm": 1.8800172805786133, "learning_rate": 1.5e-05, "loss": 0.0805, "step": 7420 }, { "epoch": 70.0, "eval_LOCATION_f1": 0.8104575163398693, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7738095238095238, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6989247311827957, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.9013157894736843, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8509316770186336, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.14219874143600464, "eval_overall_accuracy": 0.9599699774831123, "eval_overall_f1": 0.8272108843537416, "eval_overall_precision": 0.7676767676767676, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3708, "eval_samples_per_second": 504.365, "eval_steps_per_second": 8.091, "step": 7420 }, { "epoch": 71.0, "grad_norm": 2.311293363571167, "learning_rate": 1.45e-05, "loss": 0.0809, "step": 7526 }, { "epoch": 71.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.788235294117647, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7052631578947368, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9013157894736843, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8509316770186336, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14474977552890778, "eval_overall_accuracy": 0.9594696022016512, "eval_overall_f1": 0.8265582655826559, "eval_overall_precision": 0.7644110275689223, "eval_overall_recall": 0.8997050147492626, "eval_runtime": 0.3706, "eval_samples_per_second": 504.553, "eval_steps_per_second": 8.094, "step": 7526 }, { "epoch": 72.0, "grad_norm": 1.1506495475769043, "learning_rate": 1.4000000000000001e-05, "loss": 0.0787, "step": 7632 }, { "epoch": 72.0, "eval_LOCATION_f1": 0.7922077922077924, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7976190476190477, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7204301075268817, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9013157894736843, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8509316770186336, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.1447576880455017, "eval_overall_accuracy": 0.9597197898423818, "eval_overall_f1": 0.8233695652173914, "eval_overall_precision": 0.7632241813602015, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3738, "eval_samples_per_second": 500.28, "eval_steps_per_second": 8.026, "step": 7632 }, { "epoch": 73.0, "grad_norm": 1.78630793094635, "learning_rate": 1.3500000000000001e-05, "loss": 0.0792, "step": 7738 }, { "epoch": 73.0, "eval_LOCATION_f1": 0.7922077922077924, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7590361445783131, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6923076923076923, "eval_ORGANIZATION_recall": 0.84, "eval_PERSON_f1": 0.9013157894736843, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8509316770186336, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6792452830188679, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_loss": 0.14058354496955872, "eval_overall_accuracy": 0.9602201651238429, "eval_overall_f1": 0.8224043715846995, "eval_overall_precision": 0.7659033078880407, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3699, "eval_samples_per_second": 505.587, "eval_steps_per_second": 8.111, "step": 7738 }, { "epoch": 74.0, "grad_norm": 1.3375426530838013, "learning_rate": 1.3000000000000001e-05, "loss": 0.078, "step": 7844 }, { "epoch": 74.0, "eval_LOCATION_f1": 0.7922077922077924, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7857142857142856, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7096774193548387, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14712856709957123, "eval_overall_accuracy": 0.9582186639979985, "eval_overall_f1": 0.8179347826086957, "eval_overall_precision": 0.7581863979848866, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3703, "eval_samples_per_second": 505.025, "eval_steps_per_second": 8.102, "step": 7844 }, { "epoch": 75.0, "grad_norm": 1.585189938545227, "learning_rate": 1.25e-05, "loss": 0.0773, "step": 7950 }, { "epoch": 75.0, "eval_LOCATION_f1": 0.7922077922077924, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.783625730994152, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6979166666666666, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9013157894736843, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8509316770186336, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.1459941565990448, "eval_overall_accuracy": 0.9589692269201902, "eval_overall_f1": 0.8227334235453315, "eval_overall_precision": 0.76, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3706, "eval_samples_per_second": 504.644, "eval_steps_per_second": 8.096, "step": 7950 }, { "epoch": 76.0, "grad_norm": 1.1429756879806519, "learning_rate": 1.2e-05, "loss": 0.0772, "step": 8056 }, { "epoch": 76.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.783625730994152, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6979166666666666, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9042904290429041, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85625, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14840912818908691, "eval_overall_accuracy": 0.9584688516387291, "eval_overall_f1": 0.8265582655826559, "eval_overall_precision": 0.7644110275689223, "eval_overall_recall": 0.8997050147492626, "eval_runtime": 0.3692, "eval_samples_per_second": 506.499, "eval_steps_per_second": 8.126, "step": 8056 }, { "epoch": 77.0, "grad_norm": 1.014310359954834, "learning_rate": 1.1500000000000002e-05, "loss": 0.0767, "step": 8162 }, { "epoch": 77.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7790697674418604, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6907216494845361, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9072847682119206, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8616352201257862, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.15152573585510254, "eval_overall_accuracy": 0.9574681010758068, "eval_overall_f1": 0.8227334235453315, "eval_overall_precision": 0.76, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3708, "eval_samples_per_second": 504.318, "eval_steps_per_second": 8.091, "step": 8162 }, { "epoch": 78.0, "grad_norm": 1.17866051197052, "learning_rate": 1.1000000000000001e-05, "loss": 0.0757, "step": 8268 }, { "epoch": 78.0, "eval_LOCATION_f1": 0.8289473684210527, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7875, "eval_LOCATION_recall": 0.875, "eval_ORGANIZATION_f1": 0.7682926829268292, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7078651685393258, "eval_ORGANIZATION_recall": 0.84, "eval_PERSON_f1": 0.8970099667774087, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8544303797468354, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14352728426456451, "eval_overall_accuracy": 0.9589692269201902, "eval_overall_f1": 0.8253094910591473, "eval_overall_precision": 0.7731958762886598, "eval_overall_recall": 0.8849557522123894, "eval_runtime": 0.374, "eval_samples_per_second": 500.053, "eval_steps_per_second": 8.022, "step": 8268 }, { "epoch": 79.0, "grad_norm": 2.2889716625213623, "learning_rate": 1.05e-05, "loss": 0.0767, "step": 8374 }, { "epoch": 79.0, "eval_LOCATION_f1": 0.8104575163398693, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7904191616766466, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.717391304347826, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.9042904290429041, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85625, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14561718702316284, "eval_overall_accuracy": 0.9602201651238429, "eval_overall_f1": 0.8267394270122784, "eval_overall_precision": 0.7690355329949239, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3708, "eval_samples_per_second": 504.277, "eval_steps_per_second": 8.09, "step": 8374 }, { "epoch": 80.0, "grad_norm": 0.5872527956962585, "learning_rate": 1e-05, "loss": 0.0752, "step": 8480 }, { "epoch": 80.0, "eval_LOCATION_f1": 0.823529411764706, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7777777777777778, "eval_LOCATION_recall": 0.875, "eval_ORGANIZATION_f1": 0.7570621468926553, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6568627450980392, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.9042904290429041, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85625, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7142857142857142, "eval_TIME_number": 26, "eval_TIME_precision": 0.6666666666666666, "eval_TIME_recall": 0.7692307692307693, "eval_loss": 0.15562912821769714, "eval_overall_accuracy": 0.9554665999499625, "eval_overall_f1": 0.8161073825503355, "eval_overall_precision": 0.7487684729064039, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3781, "eval_samples_per_second": 494.629, "eval_steps_per_second": 7.935, "step": 8480 }, { "epoch": 81.0, "grad_norm": 1.4843671321868896, "learning_rate": 9.5e-06, "loss": 0.078, "step": 8586 }, { "epoch": 81.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.9013157894736843, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8509316770186336, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.75, "eval_TIME_number": 26, "eval_TIME_precision": 0.7, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14394411444664001, "eval_overall_accuracy": 0.9599699774831123, "eval_overall_f1": 0.8238482384823848, "eval_overall_precision": 0.7619047619047619, "eval_overall_recall": 0.8967551622418879, "eval_runtime": 0.3729, "eval_samples_per_second": 501.415, "eval_steps_per_second": 8.044, "step": 8586 }, { "epoch": 82.0, "grad_norm": 1.6159791946411133, "learning_rate": 9e-06, "loss": 0.0733, "step": 8692 }, { "epoch": 82.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.788235294117647, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7052631578947368, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7142857142857142, "eval_TIME_number": 26, "eval_TIME_precision": 0.6666666666666666, "eval_TIME_recall": 0.7692307692307693, "eval_loss": 0.14782680571079254, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.817320703653586, "eval_overall_precision": 0.755, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3733, "eval_samples_per_second": 500.893, "eval_steps_per_second": 8.036, "step": 8692 }, { "epoch": 83.0, "grad_norm": 1.871289610862732, "learning_rate": 8.500000000000002e-06, "loss": 0.0747, "step": 8798 }, { "epoch": 83.0, "eval_LOCATION_f1": 0.7973856209150327, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7530864197530864, "eval_LOCATION_recall": 0.8472222222222222, "eval_ORGANIZATION_f1": 0.7831325301204819, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7142857142857143, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14479823410511017, "eval_overall_accuracy": 0.9599699774831123, "eval_overall_f1": 0.8224043715846995, "eval_overall_precision": 0.7659033078880407, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3747, "eval_samples_per_second": 499.023, "eval_steps_per_second": 8.006, "step": 8798 }, { "epoch": 84.0, "grad_norm": 2.436727285385132, "learning_rate": 8.000000000000001e-06, "loss": 0.0755, "step": 8904 }, { "epoch": 84.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7928994082840236, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7127659574468085, "eval_ORGANIZATION_recall": 0.8933333333333333, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7777777777777779, "eval_TIME_number": 26, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14651836454868317, "eval_overall_accuracy": 0.9597197898423818, "eval_overall_f1": 0.8233695652173914, "eval_overall_precision": 0.7632241813602015, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3731, "eval_samples_per_second": 501.201, "eval_steps_per_second": 8.041, "step": 8904 }, { "epoch": 85.0, "grad_norm": 1.8641331195831299, "learning_rate": 7.5e-06, "loss": 0.0757, "step": 9010 }, { "epoch": 85.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7682926829268292, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7078651685393258, "eval_ORGANIZATION_recall": 0.84, "eval_PERSON_f1": 0.8881578947368421, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8385093167701864, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14340606331825256, "eval_overall_accuracy": 0.9592194145609206, "eval_overall_f1": 0.8169398907103824, "eval_overall_precision": 0.7608142493638677, "eval_overall_recall": 0.8820058997050148, "eval_runtime": 0.3727, "eval_samples_per_second": 501.795, "eval_steps_per_second": 8.05, "step": 9010 }, { "epoch": 86.0, "grad_norm": 2.203537702560425, "learning_rate": 7.000000000000001e-06, "loss": 0.076, "step": 9116 }, { "epoch": 86.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7710843373493976, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7032967032967034, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6181818181818182, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.53125, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.1468215435743332, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.8185538881309687, "eval_overall_precision": 0.7614213197969543, "eval_overall_recall": 0.8849557522123894, "eval_runtime": 0.3717, "eval_samples_per_second": 503.095, "eval_steps_per_second": 8.071, "step": 9116 }, { "epoch": 87.0, "grad_norm": 1.147968053817749, "learning_rate": 6.5000000000000004e-06, "loss": 0.0721, "step": 9222 }, { "epoch": 87.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7710843373493976, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7032967032967034, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.8947368421052632, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.84472049689441, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7777777777777779, "eval_TIME_number": 26, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14543673396110535, "eval_overall_accuracy": 0.9592194145609206, "eval_overall_f1": 0.8212824010914053, "eval_overall_precision": 0.7639593908629442, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3713, "eval_samples_per_second": 503.66, "eval_steps_per_second": 8.08, "step": 9222 }, { "epoch": 88.0, "grad_norm": 1.8473503589630127, "learning_rate": 6e-06, "loss": 0.0724, "step": 9328 }, { "epoch": 88.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7784431137724551, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7065217391304348, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5806451612903226, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14697220921516418, "eval_overall_accuracy": 0.9594696022016512, "eval_overall_f1": 0.8240109140518419, "eval_overall_precision": 0.766497461928934, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3718, "eval_samples_per_second": 502.894, "eval_steps_per_second": 8.068, "step": 9328 }, { "epoch": 89.0, "grad_norm": 1.6724920272827148, "learning_rate": 5.500000000000001e-06, "loss": 0.074, "step": 9434 }, { "epoch": 89.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7738095238095238, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6989247311827957, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6545454545454547, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5625, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14885887503623962, "eval_overall_accuracy": 0.9589692269201902, "eval_overall_f1": 0.8217687074829931, "eval_overall_precision": 0.7626262626262627, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.373, "eval_samples_per_second": 501.288, "eval_steps_per_second": 8.042, "step": 9434 }, { "epoch": 90.0, "grad_norm": 1.6046056747436523, "learning_rate": 5e-06, "loss": 0.0721, "step": 9540 }, { "epoch": 90.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8976897689768978, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.85, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14962825179100037, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.819538670284939, "eval_overall_precision": 0.7587939698492462, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3743, "eval_samples_per_second": 499.541, "eval_steps_per_second": 8.014, "step": 9540 }, { "epoch": 91.0, "grad_norm": 0.5925461649894714, "learning_rate": 4.5e-06, "loss": 0.0766, "step": 9646 }, { "epoch": 91.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7664670658682634, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6956521739130435, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.8881578947368421, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8385093167701864, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14539198577404022, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.8125000000000001, "eval_overall_precision": 0.7531486146095718, "eval_overall_recall": 0.8820058997050148, "eval_runtime": 0.3743, "eval_samples_per_second": 499.533, "eval_steps_per_second": 8.014, "step": 9646 }, { "epoch": 92.0, "grad_norm": 2.1363561153411865, "learning_rate": 4.000000000000001e-06, "loss": 0.075, "step": 9752 }, { "epoch": 92.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8947368421052632, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.84472049689441, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.1483411341905594, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.8184281842818428, "eval_overall_precision": 0.7568922305764411, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3707, "eval_samples_per_second": 504.407, "eval_steps_per_second": 8.092, "step": 9752 }, { "epoch": 93.0, "grad_norm": 0.5211588144302368, "learning_rate": 3.5000000000000004e-06, "loss": 0.0713, "step": 9858 }, { "epoch": 93.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8910891089108911, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.84375, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14794917404651642, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.8168249660786975, "eval_overall_precision": 0.7562814070351759, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.374, "eval_samples_per_second": 500.047, "eval_steps_per_second": 8.022, "step": 9858 }, { "epoch": 94.0, "grad_norm": 0.8026951551437378, "learning_rate": 3e-06, "loss": 0.0727, "step": 9964 }, { "epoch": 94.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.9013157894736843, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8509316770186336, "eval_PERSON_recall": 0.958041958041958, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.1480274349451065, "eval_overall_accuracy": 0.9589692269201902, "eval_overall_f1": 0.8211382113821138, "eval_overall_precision": 0.7593984962406015, "eval_overall_recall": 0.8938053097345132, "eval_runtime": 0.3712, "eval_samples_per_second": 503.809, "eval_steps_per_second": 8.083, "step": 9964 }, { "epoch": 95.0, "grad_norm": 0.5980091691017151, "learning_rate": 2.5e-06, "loss": 0.0726, "step": 10070 }, { "epoch": 95.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7857142857142856, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7096774193548387, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8947368421052632, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.84472049689441, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14869406819343567, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.819538670284939, "eval_overall_precision": 0.7587939698492462, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3746, "eval_samples_per_second": 499.2, "eval_steps_per_second": 8.009, "step": 10070 }, { "epoch": 96.0, "grad_norm": 0.48421594500541687, "learning_rate": 2.0000000000000003e-06, "loss": 0.0733, "step": 10176 }, { "epoch": 96.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8844884488448846, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8375, "eval_PERSON_recall": 0.9370629370629371, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14902207255363464, "eval_overall_accuracy": 0.957968476357268, "eval_overall_f1": 0.814111261872456, "eval_overall_precision": 0.7537688442211056, "eval_overall_recall": 0.8849557522123894, "eval_runtime": 0.3742, "eval_samples_per_second": 499.722, "eval_steps_per_second": 8.017, "step": 10176 }, { "epoch": 97.0, "grad_norm": 0.8765180110931396, "learning_rate": 1.5e-06, "loss": 0.0721, "step": 10282 }, { "epoch": 97.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7692307692307693, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6914893617021277, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8881578947368421, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8385093167701864, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6428571428571429, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5454545454545454, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14730840921401978, "eval_overall_accuracy": 0.9584688516387291, "eval_overall_f1": 0.8157181571815718, "eval_overall_precision": 0.7543859649122807, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3716, "eval_samples_per_second": 503.173, "eval_steps_per_second": 8.072, "step": 10282 }, { "epoch": 98.0, "grad_norm": 0.884979784488678, "learning_rate": 1.0000000000000002e-06, "loss": 0.0722, "step": 10388 }, { "epoch": 98.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8881578947368421, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8385093167701864, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6428571428571429, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5454545454545454, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14785435795783997, "eval_overall_accuracy": 0.9589692269201902, "eval_overall_f1": 0.8184281842818428, "eval_overall_precision": 0.7568922305764411, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3715, "eval_samples_per_second": 503.38, "eval_steps_per_second": 8.076, "step": 10388 }, { "epoch": 99.0, "grad_norm": 1.1624181270599365, "learning_rate": 5.000000000000001e-07, "loss": 0.0729, "step": 10494 }, { "epoch": 99.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8881578947368421, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8385093167701864, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6071428571428571, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5151515151515151, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14793308079242706, "eval_overall_accuracy": 0.9587190392794596, "eval_overall_f1": 0.8157181571815718, "eval_overall_precision": 0.7543859649122807, "eval_overall_recall": 0.887905604719764, "eval_runtime": 0.3726, "eval_samples_per_second": 501.877, "eval_steps_per_second": 8.051, "step": 10494 }, { "epoch": 100.0, "grad_norm": 1.330012559890747, "learning_rate": 0.0, "loss": 0.0718, "step": 10600 }, { "epoch": 100.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.7810650887573964, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7021276595744681, "eval_ORGANIZATION_recall": 0.88, "eval_PERSON_f1": 0.8881578947368421, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8385093167701864, "eval_PERSON_recall": 0.9440559440559441, "eval_QUANTITY_f1": 0.6428571428571429, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5454545454545454, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.7636363636363636, "eval_TIME_number": 26, "eval_TIME_precision": 0.7241379310344828, "eval_TIME_recall": 0.8076923076923077, "eval_loss": 0.14785712957382202, "eval_overall_accuracy": 0.9589692269201902, "eval_overall_f1": 0.8184281842818428, "eval_overall_precision": 0.7568922305764411, "eval_overall_recall": 0.8908554572271387, "eval_runtime": 0.3703, "eval_samples_per_second": 504.948, "eval_steps_per_second": 8.101, "step": 10600 }, { "epoch": 100.0, "step": 10600, "total_flos": 4533533359897542.0, "train_loss": 0.12740072155898471, "train_runtime": 632.9493, "train_samples_per_second": 266.53, "train_steps_per_second": 16.747 } ], "logging_steps": 500, "max_steps": 10600, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "total_flos": 4533533359897542.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }