{ "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": 1.549831748008728, "learning_rate": 4.9500000000000004e-05, "loss": 1.1472, "step": 106 }, { "epoch": 1.0, "eval_LOCATION_f1": 0.0, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.0, "eval_LOCATION_recall": 0.0, "eval_ORGANIZATION_f1": 0.0, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.0, "eval_ORGANIZATION_recall": 0.0, "eval_PERSON_f1": 0.0, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.0, "eval_PERSON_recall": 0.0, "eval_QUANTITY_f1": 0.0, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.0, "eval_QUANTITY_recall": 0.0, "eval_TIME_f1": 0.0, "eval_TIME_number": 34, "eval_TIME_precision": 0.0, "eval_TIME_recall": 0.0, "eval_loss": 0.7123244404792786, "eval_overall_accuracy": 0.8365739601279842, "eval_overall_f1": 0.0, "eval_overall_precision": 0.0, "eval_overall_recall": 0.0, "eval_runtime": 0.3731, "eval_samples_per_second": 501.176, "eval_steps_per_second": 8.04, "step": 106 }, { "epoch": 2.0, "grad_norm": 1.0792208909988403, "learning_rate": 4.9e-05, "loss": 0.6802, "step": 212 }, { "epoch": 2.0, "eval_LOCATION_f1": 0.0, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.0, "eval_LOCATION_recall": 0.0, "eval_ORGANIZATION_f1": 0.0, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.0, "eval_ORGANIZATION_recall": 0.0, "eval_PERSON_f1": 0.012738853503184716, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.14285714285714285, "eval_PERSON_recall": 0.006666666666666667, "eval_QUANTITY_f1": 0.0, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.0, "eval_QUANTITY_recall": 0.0, "eval_TIME_f1": 0.0, "eval_TIME_number": 34, "eval_TIME_precision": 0.0, "eval_TIME_recall": 0.0, "eval_loss": 0.5882730484008789, "eval_overall_accuracy": 0.8385429485601772, "eval_overall_f1": 0.005524861878453039, "eval_overall_precision": 0.09090909090909091, "eval_overall_recall": 0.002849002849002849, "eval_runtime": 0.3704, "eval_samples_per_second": 504.825, "eval_steps_per_second": 8.099, "step": 212 }, { "epoch": 3.0, "grad_norm": 1.0924339294433594, "learning_rate": 4.85e-05, "loss": 0.56, "step": 318 }, { "epoch": 3.0, "eval_LOCATION_f1": 0.1176470588235294, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.4166666666666667, "eval_LOCATION_recall": 0.0684931506849315, "eval_ORGANIZATION_f1": 0.025974025974025976, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.08333333333333333, "eval_ORGANIZATION_recall": 0.015384615384615385, "eval_PERSON_f1": 0.17674418604651165, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.2923076923076923, "eval_PERSON_recall": 0.12666666666666668, "eval_QUANTITY_f1": 0.0, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.0, "eval_QUANTITY_recall": 0.0, "eval_TIME_f1": 0.25925925925925924, "eval_TIME_number": 34, "eval_TIME_precision": 0.35, "eval_TIME_recall": 0.20588235294117646, "eval_loss": 0.4647313952445984, "eval_overall_accuracy": 0.8616785626384444, "eval_overall_f1": 0.1391304347826087, "eval_overall_precision": 0.29357798165137616, "eval_overall_recall": 0.09116809116809117, "eval_runtime": 0.3714, "eval_samples_per_second": 503.536, "eval_steps_per_second": 8.078, "step": 318 }, { "epoch": 4.0, "grad_norm": 1.4220308065414429, "learning_rate": 4.8e-05, "loss": 0.4294, "step": 424 }, { "epoch": 4.0, "eval_LOCATION_f1": 0.39669421487603307, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.5, "eval_LOCATION_recall": 0.3287671232876712, "eval_ORGANIZATION_f1": 0.12903225806451613, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.21428571428571427, "eval_ORGANIZATION_recall": 0.09230769230769231, "eval_PERSON_f1": 0.6538461538461539, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.6296296296296297, "eval_PERSON_recall": 0.68, "eval_QUANTITY_f1": 0.13333333333333333, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.1875, "eval_QUANTITY_recall": 0.10344827586206896, "eval_TIME_f1": 0.5671641791044776, "eval_TIME_number": 34, "eval_TIME_precision": 0.5757575757575758, "eval_TIME_recall": 0.5588235294117647, "eval_loss": 0.3323652446269989, "eval_overall_accuracy": 0.907703667240955, "eval_overall_f1": 0.4827586206896552, "eval_overall_precision": 0.5365853658536586, "eval_overall_recall": 0.43874643874643876, "eval_runtime": 0.374, "eval_samples_per_second": 500.058, "eval_steps_per_second": 8.022, "step": 424 }, { "epoch": 5.0, "grad_norm": 1.3654524087905884, "learning_rate": 4.75e-05, "loss": 0.324, "step": 530 }, { "epoch": 5.0, "eval_LOCATION_f1": 0.564102564102564, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.5301204819277109, "eval_LOCATION_recall": 0.6027397260273972, "eval_ORGANIZATION_f1": 0.45255474452554745, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.4305555555555556, "eval_ORGANIZATION_recall": 0.47692307692307695, "eval_PERSON_f1": 0.8263473053892216, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.75, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.39999999999999997, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.3870967741935484, "eval_QUANTITY_recall": 0.41379310344827586, "eval_TIME_f1": 0.6849315068493151, "eval_TIME_number": 34, "eval_TIME_precision": 0.6410256410256411, "eval_TIME_recall": 0.7352941176470589, "eval_loss": 0.26078376173973083, "eval_overall_accuracy": 0.9308392813192222, "eval_overall_f1": 0.6578947368421052, "eval_overall_precision": 0.6112469437652812, "eval_overall_recall": 0.7122507122507122, "eval_runtime": 0.3725, "eval_samples_per_second": 502.055, "eval_steps_per_second": 8.054, "step": 530 }, { "epoch": 6.0, "grad_norm": 1.6405872106552124, "learning_rate": 4.7e-05, "loss": 0.2665, "step": 636 }, { "epoch": 6.0, "eval_LOCATION_f1": 0.6826347305389222, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.6063829787234043, "eval_LOCATION_recall": 0.7808219178082192, "eval_ORGANIZATION_f1": 0.5394736842105263, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.47126436781609193, "eval_ORGANIZATION_recall": 0.6307692307692307, "eval_PERSON_f1": 0.8363636363636363, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.7666666666666667, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.4444444444444445, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.4117647058823529, "eval_QUANTITY_recall": 0.4827586206896552, "eval_TIME_f1": 0.7027027027027027, "eval_TIME_number": 34, "eval_TIME_precision": 0.65, "eval_TIME_recall": 0.7647058823529411, "eval_loss": 0.23299816250801086, "eval_overall_accuracy": 0.934531134629584, "eval_overall_f1": 0.7022900763358779, "eval_overall_precision": 0.6344827586206897, "eval_overall_recall": 0.7863247863247863, "eval_runtime": 0.3778, "eval_samples_per_second": 494.969, "eval_steps_per_second": 7.941, "step": 636 }, { "epoch": 7.0, "grad_norm": 1.7495594024658203, "learning_rate": 4.6500000000000005e-05, "loss": 0.2275, "step": 742 }, { "epoch": 7.0, "eval_LOCATION_f1": 0.7349397590361444, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.6559139784946236, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.5660377358490566, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.4787234042553192, "eval_ORGANIZATION_recall": 0.6923076923076923, "eval_PERSON_f1": 0.8475609756097561, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.7808988764044944, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.4444444444444445, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.4117647058823529, "eval_QUANTITY_recall": 0.4827586206896552, "eval_TIME_f1": 0.7027027027027027, "eval_TIME_number": 34, "eval_TIME_precision": 0.65, "eval_TIME_recall": 0.7647058823529411, "eval_loss": 0.19754259288311005, "eval_overall_accuracy": 0.9392074821560423, "eval_overall_f1": 0.7215189873417722, "eval_overall_precision": 0.6492027334851936, "eval_overall_recall": 0.811965811965812, "eval_runtime": 0.382, "eval_samples_per_second": 489.509, "eval_steps_per_second": 7.853, "step": 742 }, { "epoch": 8.0, "grad_norm": 1.2530863285064697, "learning_rate": 4.600000000000001e-05, "loss": 0.2049, "step": 848 }, { "epoch": 8.0, "eval_LOCATION_f1": 0.7283236994219653, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.63, "eval_LOCATION_recall": 0.863013698630137, "eval_ORGANIZATION_f1": 0.5256410256410257, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.45054945054945056, "eval_ORGANIZATION_recall": 0.6307692307692307, "eval_PERSON_f1": 0.851851851851852, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.7931034482758621, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.5538461538461539, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5, "eval_QUANTITY_recall": 0.6206896551724138, "eval_TIME_f1": 0.72, "eval_TIME_number": 34, "eval_TIME_precision": 0.6585365853658537, "eval_TIME_recall": 0.7941176470588235, "eval_loss": 0.1830800473690033, "eval_overall_accuracy": 0.9419148412503077, "eval_overall_f1": 0.7238335435056746, "eval_overall_precision": 0.6493212669683258, "eval_overall_recall": 0.8176638176638177, "eval_runtime": 0.3764, "eval_samples_per_second": 496.877, "eval_steps_per_second": 7.971, "step": 848 }, { "epoch": 9.0, "grad_norm": 2.133810520172119, "learning_rate": 4.55e-05, "loss": 0.1888, "step": 954 }, { "epoch": 9.0, "eval_LOCATION_f1": 0.7261904761904762, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.6421052631578947, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.5822784810126582, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.4946236559139785, "eval_ORGANIZATION_recall": 0.7076923076923077, "eval_PERSON_f1": 0.8374999999999999, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.788235294117647, "eval_PERSON_recall": 0.8933333333333333, "eval_QUANTITY_f1": 0.47619047619047616, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.4411764705882353, "eval_QUANTITY_recall": 0.5172413793103449, "eval_TIME_f1": 0.7105263157894737, "eval_TIME_number": 34, "eval_TIME_precision": 0.6428571428571429, "eval_TIME_recall": 0.7941176470588235, "eval_loss": 0.17504610121250153, "eval_overall_accuracy": 0.9431454590204282, "eval_overall_f1": 0.7210191082802548, "eval_overall_precision": 0.652073732718894, "eval_overall_recall": 0.8062678062678063, "eval_runtime": 0.3734, "eval_samples_per_second": 500.739, "eval_steps_per_second": 8.033, "step": 954 }, { "epoch": 10.0, "grad_norm": 0.8962897658348083, "learning_rate": 4.5e-05, "loss": 0.1759, "step": 1060 }, { "epoch": 10.0, "eval_LOCATION_f1": 0.7643312101910829, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7142857142857143, "eval_LOCATION_recall": 0.821917808219178, "eval_ORGANIZATION_f1": 0.6086956521739131, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5104166666666666, "eval_ORGANIZATION_recall": 0.7538461538461538, "eval_PERSON_f1": 0.8348909657320873, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.783625730994152, "eval_PERSON_recall": 0.8933333333333333, "eval_QUANTITY_f1": 0.6060606060606061, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5405405405405406, "eval_QUANTITY_recall": 0.6896551724137931, "eval_TIME_f1": 0.7368421052631577, "eval_TIME_number": 34, "eval_TIME_precision": 0.6666666666666666, "eval_TIME_recall": 0.8235294117647058, "eval_loss": 0.16711482405662537, "eval_overall_accuracy": 0.9458528181146936, "eval_overall_f1": 0.7451984635083226, "eval_overall_precision": 0.6767441860465117, "eval_overall_recall": 0.8290598290598291, "eval_runtime": 0.3754, "eval_samples_per_second": 498.083, "eval_steps_per_second": 7.991, "step": 1060 }, { "epoch": 11.0, "grad_norm": 1.1401879787445068, "learning_rate": 4.4500000000000004e-05, "loss": 0.1691, "step": 1166 }, { "epoch": 11.0, "eval_LOCATION_f1": 0.7738095238095238, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.6842105263157895, "eval_LOCATION_recall": 0.8904109589041096, "eval_ORGANIZATION_f1": 0.6415094339622641, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5425531914893617, "eval_ORGANIZATION_recall": 0.7846153846153846, "eval_PERSON_f1": 0.8500000000000001, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8, "eval_PERSON_recall": 0.9066666666666666, "eval_QUANTITY_f1": 0.6363636363636365, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5675675675675675, "eval_QUANTITY_recall": 0.7241379310344828, "eval_TIME_f1": 0.7894736842105262, "eval_TIME_number": 34, "eval_TIME_precision": 0.7142857142857143, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.16388720273971558, "eval_overall_accuracy": 0.9463450652227419, "eval_overall_f1": 0.7680608365019013, "eval_overall_precision": 0.6917808219178082, "eval_overall_recall": 0.8632478632478633, "eval_runtime": 0.3746, "eval_samples_per_second": 499.243, "eval_steps_per_second": 8.009, "step": 1166 }, { "epoch": 12.0, "grad_norm": 1.234176754951477, "learning_rate": 4.4000000000000006e-05, "loss": 0.1569, "step": 1272 }, { "epoch": 12.0, "eval_LOCATION_f1": 0.7901234567901235, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7191011235955056, "eval_LOCATION_recall": 0.8767123287671232, "eval_ORGANIZATION_f1": 0.625, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5263157894736842, "eval_ORGANIZATION_recall": 0.7692307692307693, "eval_PERSON_f1": 0.8385093167701863, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.7848837209302325, "eval_PERSON_recall": 0.9, "eval_QUANTITY_f1": 0.6086956521739131, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.525, "eval_QUANTITY_recall": 0.7241379310344828, "eval_TIME_f1": 0.7532467532467532, "eval_TIME_number": 34, "eval_TIME_precision": 0.6744186046511628, "eval_TIME_recall": 0.8529411764705882, "eval_loss": 0.16664613783359528, "eval_overall_accuracy": 0.9458528181146936, "eval_overall_f1": 0.7569620253164556, "eval_overall_precision": 0.6810933940774487, "eval_overall_recall": 0.8518518518518519, "eval_runtime": 0.3735, "eval_samples_per_second": 500.672, "eval_steps_per_second": 8.032, "step": 1272 }, { "epoch": 13.0, "grad_norm": 1.1105190515518188, "learning_rate": 4.35e-05, "loss": 0.1512, "step": 1378 }, { "epoch": 13.0, "eval_LOCATION_f1": 0.7749999999999999, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7126436781609196, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6357615894039734, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5581395348837209, "eval_ORGANIZATION_recall": 0.7384615384615385, "eval_PERSON_f1": 0.84375, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.7941176470588235, "eval_PERSON_recall": 0.9, "eval_QUANTITY_f1": 0.6268656716417911, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5526315789473685, "eval_QUANTITY_recall": 0.7241379310344828, "eval_TIME_f1": 0.8108108108108107, "eval_TIME_number": 34, "eval_TIME_precision": 0.75, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.1505931168794632, "eval_overall_accuracy": 0.9510214127492, "eval_overall_f1": 0.766839378238342, "eval_overall_precision": 0.7030878859857482, "eval_overall_recall": 0.8433048433048433, "eval_runtime": 0.3701, "eval_samples_per_second": 505.237, "eval_steps_per_second": 8.105, "step": 1378 }, { "epoch": 14.0, "grad_norm": 1.2889316082000732, "learning_rate": 4.3e-05, "loss": 0.1492, "step": 1484 }, { "epoch": 14.0, "eval_LOCATION_f1": 0.7901234567901235, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7191011235955056, "eval_LOCATION_recall": 0.8767123287671232, "eval_ORGANIZATION_f1": 0.6257668711656441, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5204081632653061, "eval_ORGANIZATION_recall": 0.7846153846153846, "eval_PERSON_f1": 0.8411214953271027, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.7894736842105263, "eval_PERSON_recall": 0.9, "eval_QUANTITY_f1": 0.6865671641791046, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6052631578947368, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.7894736842105262, "eval_TIME_number": 34, "eval_TIME_precision": 0.7142857142857143, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.15868589282035828, "eval_overall_accuracy": 0.9483140536549348, "eval_overall_f1": 0.7680608365019013, "eval_overall_precision": 0.6917808219178082, "eval_overall_recall": 0.8632478632478633, "eval_runtime": 0.3734, "eval_samples_per_second": 500.783, "eval_steps_per_second": 8.034, "step": 1484 }, { "epoch": 15.0, "grad_norm": 1.1166456937789917, "learning_rate": 4.25e-05, "loss": 0.1422, "step": 1590 }, { "epoch": 15.0, "eval_LOCATION_f1": 0.7852760736196318, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7111111111111111, "eval_LOCATION_recall": 0.8767123287671232, "eval_ORGANIZATION_f1": 0.6134969325153374, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5102040816326531, "eval_ORGANIZATION_recall": 0.7692307692307693, "eval_PERSON_f1": 0.8500000000000001, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8, "eval_PERSON_recall": 0.9066666666666666, "eval_QUANTITY_f1": 0.7272727272727273, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6486486486486487, "eval_QUANTITY_recall": 0.8275862068965517, "eval_TIME_f1": 0.8051948051948051, "eval_TIME_number": 34, "eval_TIME_precision": 0.7209302325581395, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.15712317824363708, "eval_overall_accuracy": 0.9483140536549348, "eval_overall_f1": 0.7731305449936628, "eval_overall_precision": 0.6963470319634704, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3753, "eval_samples_per_second": 498.228, "eval_steps_per_second": 7.993, "step": 1590 }, { "epoch": 16.0, "grad_norm": 1.7718479633331299, "learning_rate": 4.2e-05, "loss": 0.1386, "step": 1696 }, { "epoch": 16.0, "eval_LOCATION_f1": 0.782608695652174, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7159090909090909, "eval_LOCATION_recall": 0.863013698630137, "eval_ORGANIZATION_f1": 0.6233766233766234, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5393258426966292, "eval_ORGANIZATION_recall": 0.7384615384615385, "eval_PERSON_f1": 0.8714733542319748, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8224852071005917, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.7352941176470588, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6410256410256411, "eval_QUANTITY_recall": 0.8620689655172413, "eval_TIME_f1": 0.7792207792207793, "eval_TIME_number": 34, "eval_TIME_precision": 0.6976744186046512, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.1536765843629837, "eval_overall_accuracy": 0.9502830420871278, "eval_overall_f1": 0.7830551989730424, "eval_overall_precision": 0.7126168224299065, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3723, "eval_samples_per_second": 502.251, "eval_steps_per_second": 8.058, "step": 1696 }, { "epoch": 17.0, "grad_norm": 2.4890553951263428, "learning_rate": 4.15e-05, "loss": 0.1351, "step": 1802 }, { "epoch": 17.0, "eval_LOCATION_f1": 0.7974683544303799, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7411764705882353, "eval_LOCATION_recall": 0.863013698630137, "eval_ORGANIZATION_f1": 0.6219512195121952, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5151515151515151, "eval_ORGANIZATION_recall": 0.7846153846153846, "eval_PERSON_f1": 0.8698412698412699, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8303030303030303, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.7894736842105262, "eval_TIME_number": 34, "eval_TIME_precision": 0.7142857142857143, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.15198422968387604, "eval_overall_accuracy": 0.9500369185331036, "eval_overall_f1": 0.7814910025706941, "eval_overall_precision": 0.711943793911007, "eval_overall_recall": 0.8660968660968661, "eval_runtime": 0.3738, "eval_samples_per_second": 500.243, "eval_steps_per_second": 8.025, "step": 1802 }, { "epoch": 18.0, "grad_norm": 3.517162561416626, "learning_rate": 4.1e-05, "loss": 0.1397, "step": 1908 }, { "epoch": 18.0, "eval_LOCATION_f1": 0.7848101265822783, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7294117647058823, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5052631578947369, "eval_ORGANIZATION_recall": 0.7384615384615385, "eval_PERSON_f1": 0.8698412698412699, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8303030303030303, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7575757575757576, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6756756756756757, "eval_QUANTITY_recall": 0.8620689655172413, "eval_TIME_f1": 0.8157894736842106, "eval_TIME_number": 34, "eval_TIME_precision": 0.7380952380952381, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1488378345966339, "eval_overall_accuracy": 0.9500369185331036, "eval_overall_f1": 0.7819354838709679, "eval_overall_precision": 0.714622641509434, "eval_overall_recall": 0.8632478632478633, "eval_runtime": 0.375, "eval_samples_per_second": 498.682, "eval_steps_per_second": 8.0, "step": 1908 }, { "epoch": 19.0, "grad_norm": 0.9577983021736145, "learning_rate": 4.05e-05, "loss": 0.1332, "step": 2014 }, { "epoch": 19.0, "eval_LOCATION_f1": 0.802547770700637, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.75, "eval_LOCATION_recall": 0.863013698630137, "eval_ORGANIZATION_f1": 0.6296296296296297, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5257731958762887, "eval_ORGANIZATION_recall": 0.7846153846153846, "eval_PERSON_f1": 0.8670886075949367, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8253012048192772, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.6461538461538462, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5833333333333334, "eval_QUANTITY_recall": 0.7241379310344828, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14682170748710632, "eval_overall_accuracy": 0.9512675363032242, "eval_overall_f1": 0.7819354838709679, "eval_overall_precision": 0.714622641509434, "eval_overall_recall": 0.8632478632478633, "eval_runtime": 0.3719, "eval_samples_per_second": 502.788, "eval_steps_per_second": 8.066, "step": 2014 }, { "epoch": 20.0, "grad_norm": 1.0945817232131958, "learning_rate": 4e-05, "loss": 0.1258, "step": 2120 }, { "epoch": 20.0, "eval_LOCATION_f1": 0.7974683544303799, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7411764705882353, "eval_LOCATION_recall": 0.863013698630137, "eval_ORGANIZATION_f1": 0.6216216216216216, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5542168674698795, "eval_ORGANIZATION_recall": 0.7076923076923077, "eval_PERSON_f1": 0.8670886075949367, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8253012048192772, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7272727272727273, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6486486486486487, "eval_QUANTITY_recall": 0.8275862068965517, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14338740706443787, "eval_overall_accuracy": 0.9527442776273689, "eval_overall_f1": 0.7889908256880734, "eval_overall_precision": 0.7305825242718447, "eval_overall_recall": 0.8575498575498576, "eval_runtime": 0.3718, "eval_samples_per_second": 502.95, "eval_steps_per_second": 8.069, "step": 2120 }, { "epoch": 21.0, "grad_norm": 1.6282328367233276, "learning_rate": 3.9500000000000005e-05, "loss": 0.1231, "step": 2226 }, { "epoch": 21.0, "eval_LOCATION_f1": 0.7848101265822783, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7294117647058823, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.625, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.569620253164557, "eval_ORGANIZATION_recall": 0.6923076923076923, "eval_PERSON_f1": 0.8643533123028392, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8203592814371258, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1407139003276825, "eval_overall_accuracy": 0.9544671425055378, "eval_overall_f1": 0.785243741765481, "eval_overall_precision": 0.7303921568627451, "eval_overall_recall": 0.8490028490028491, "eval_runtime": 0.3796, "eval_samples_per_second": 492.652, "eval_steps_per_second": 7.904, "step": 2226 }, { "epoch": 22.0, "grad_norm": 1.690437912940979, "learning_rate": 3.9000000000000006e-05, "loss": 0.1218, "step": 2332 }, { "epoch": 22.0, "eval_LOCATION_f1": 0.759493670886076, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7058823529411765, "eval_LOCATION_recall": 0.821917808219178, "eval_ORGANIZATION_f1": 0.6144578313253013, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.504950495049505, "eval_ORGANIZATION_recall": 0.7846153846153846, "eval_PERSON_f1": 0.85625, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8058823529411765, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14947740733623505, "eval_overall_accuracy": 0.9500369185331036, "eval_overall_f1": 0.7729591836734694, "eval_overall_precision": 0.6997690531177829, "eval_overall_recall": 0.8632478632478633, "eval_runtime": 0.3754, "eval_samples_per_second": 498.1, "eval_steps_per_second": 7.991, "step": 2332 }, { "epoch": 23.0, "grad_norm": 1.4524682760238647, "learning_rate": 3.85e-05, "loss": 0.1189, "step": 2438 }, { "epoch": 23.0, "eval_LOCATION_f1": 0.8076923076923077, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7590361445783133, "eval_LOCATION_recall": 0.863013698630137, "eval_ORGANIZATION_f1": 0.6451612903225806, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5555555555555556, "eval_ORGANIZATION_recall": 0.7692307692307693, "eval_PERSON_f1": 0.8726114649681529, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8353658536585366, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.696969696969697, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6216216216216216, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8800000000000001, "eval_TIME_number": 34, "eval_TIME_precision": 0.8048780487804879, "eval_TIME_recall": 0.9705882352941176, "eval_loss": 0.13879932463169098, "eval_overall_accuracy": 0.9561900073837066, "eval_overall_f1": 0.7989556135770235, "eval_overall_precision": 0.7373493975903614, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3734, "eval_samples_per_second": 500.853, "eval_steps_per_second": 8.035, "step": 2438 }, { "epoch": 24.0, "grad_norm": 1.4798812866210938, "learning_rate": 3.8e-05, "loss": 0.1176, "step": 2544 }, { "epoch": 24.0, "eval_LOCATION_f1": 0.7848101265822783, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7294117647058823, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6459627329192547, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5416666666666666, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8643533123028392, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8203592814371258, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7058823529411765, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6153846153846154, "eval_QUANTITY_recall": 0.8275862068965517, "eval_TIME_f1": 0.7894736842105262, "eval_TIME_number": 34, "eval_TIME_precision": 0.7142857142857143, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.14802934229373932, "eval_overall_accuracy": 0.9522520305193207, "eval_overall_f1": 0.782051282051282, "eval_overall_precision": 0.710955710955711, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.373, "eval_samples_per_second": 501.394, "eval_steps_per_second": 8.044, "step": 2544 }, { "epoch": 25.0, "grad_norm": 1.3379883766174316, "learning_rate": 3.7500000000000003e-05, "loss": 0.115, "step": 2650 }, { "epoch": 25.0, "eval_LOCATION_f1": 0.7777777777777778, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7078651685393258, "eval_LOCATION_recall": 0.863013698630137, "eval_ORGANIZATION_f1": 0.6335403726708075, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.53125, "eval_ORGANIZATION_recall": 0.7846153846153846, "eval_PERSON_f1": 0.8698412698412699, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8303030303030303, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14569295942783356, "eval_overall_accuracy": 0.9534826482894413, "eval_overall_f1": 0.7840616966580978, "eval_overall_precision": 0.7142857142857143, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3725, "eval_samples_per_second": 502.079, "eval_steps_per_second": 8.055, "step": 2650 }, { "epoch": 26.0, "grad_norm": 2.1995344161987305, "learning_rate": 3.7e-05, "loss": 0.1175, "step": 2756 }, { "epoch": 26.0, "eval_LOCATION_f1": 0.7973856209150326, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7625, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6308724832214766, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5595238095238095, "eval_ORGANIZATION_recall": 0.7230769230769231, "eval_PERSON_f1": 0.879746835443038, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8373493975903614, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.7058823529411765, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6153846153846154, "eval_QUANTITY_recall": 0.8275862068965517, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14247295260429382, "eval_overall_accuracy": 0.9554516367216342, "eval_overall_f1": 0.7936925098554534, "eval_overall_precision": 0.7365853658536585, "eval_overall_recall": 0.8603988603988604, "eval_runtime": 0.3735, "eval_samples_per_second": 500.637, "eval_steps_per_second": 8.032, "step": 2756 }, { "epoch": 27.0, "grad_norm": 1.194440484046936, "learning_rate": 3.65e-05, "loss": 0.1099, "step": 2862 }, { "epoch": 27.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6883116883116883, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5955056179775281, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8825396825396825, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8424242424242424, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.6666666666666666, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.575, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8311688311688312, "eval_TIME_number": 34, "eval_TIME_precision": 0.7441860465116279, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14262671768665314, "eval_overall_accuracy": 0.9556977602756583, "eval_overall_f1": 0.7989623865110247, "eval_overall_precision": 0.7333333333333333, "eval_overall_recall": 0.8774928774928775, "eval_runtime": 0.3711, "eval_samples_per_second": 503.938, "eval_steps_per_second": 8.085, "step": 2862 }, { "epoch": 28.0, "grad_norm": 1.36868155002594, "learning_rate": 3.6e-05, "loss": 0.1108, "step": 2968 }, { "epoch": 28.0, "eval_LOCATION_f1": 0.7999999999999999, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6842105263157896, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5977011494252874, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8706624605678233, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8263473053892215, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5945945945945946, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1398727297782898, "eval_overall_accuracy": 0.9554516367216342, "eval_overall_f1": 0.7973856209150327, "eval_overall_precision": 0.7367149758454107, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3749, "eval_samples_per_second": 498.749, "eval_steps_per_second": 8.001, "step": 2968 }, { "epoch": 29.0, "grad_norm": 0.8069501519203186, "learning_rate": 3.55e-05, "loss": 0.1071, "step": 3074 }, { "epoch": 29.0, "eval_LOCATION_f1": 0.782608695652174, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7159090909090909, "eval_LOCATION_recall": 0.863013698630137, "eval_ORGANIZATION_f1": 0.6506024096385542, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5346534653465347, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.877742946708464, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8284023668639053, "eval_PERSON_recall": 0.9333333333333333, "eval_QUANTITY_f1": 0.716417910447761, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.631578947368421, "eval_QUANTITY_recall": 0.8275862068965517, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14704711735248566, "eval_overall_accuracy": 0.9512675363032242, "eval_overall_f1": 0.7934093789607097, "eval_overall_precision": 0.7146118721461188, "eval_overall_recall": 0.8917378917378918, "eval_runtime": 0.3733, "eval_samples_per_second": 500.911, "eval_steps_per_second": 8.036, "step": 3074 }, { "epoch": 30.0, "grad_norm": 1.9499945640563965, "learning_rate": 3.5e-05, "loss": 0.1075, "step": 3180 }, { "epoch": 30.0, "eval_LOCATION_f1": 0.7999999999999999, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6714285714285715, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6266666666666667, "eval_ORGANIZATION_recall": 0.7230769230769231, "eval_PERSON_f1": 0.8616352201257862, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8154761904761905, "eval_PERSON_recall": 0.9133333333333333, "eval_QUANTITY_f1": 0.6461538461538462, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5833333333333334, "eval_QUANTITY_recall": 0.7241379310344828, "eval_TIME_f1": 0.9041095890410958, "eval_TIME_number": 34, "eval_TIME_precision": 0.8461538461538461, "eval_TIME_recall": 0.9705882352941176, "eval_loss": 0.13154004514217377, "eval_overall_accuracy": 0.956928378045779, "eval_overall_f1": 0.7989347536617842, "eval_overall_precision": 0.75, "eval_overall_recall": 0.8547008547008547, "eval_runtime": 0.3718, "eval_samples_per_second": 502.965, "eval_steps_per_second": 8.069, "step": 3180 }, { "epoch": 31.0, "grad_norm": 0.5096124410629272, "learning_rate": 3.45e-05, "loss": 0.1053, "step": 3286 }, { "epoch": 31.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6753246753246754, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5842696629213483, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.879746835443038, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8373493975903614, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.676470588235294, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5897435897435898, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1396467238664627, "eval_overall_accuracy": 0.9554516367216342, "eval_overall_f1": 0.8005215123859191, "eval_overall_precision": 0.7379807692307693, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.373, "eval_samples_per_second": 501.294, "eval_steps_per_second": 8.042, "step": 3286 }, { "epoch": 32.0, "grad_norm": 0.622959554195404, "learning_rate": 3.4000000000000007e-05, "loss": 0.1027, "step": 3392 }, { "epoch": 32.0, "eval_LOCATION_f1": 0.8129032258064516, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7682926829268293, "eval_LOCATION_recall": 0.863013698630137, "eval_ORGANIZATION_f1": 0.6748466257668712, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5612244897959183, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.879746835443038, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8373493975903614, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.696969696969697, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6216216216216216, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14285185933113098, "eval_overall_accuracy": 0.9549593896135861, "eval_overall_f1": 0.8051612903225805, "eval_overall_precision": 0.7358490566037735, "eval_overall_recall": 0.8888888888888888, "eval_runtime": 0.371, "eval_samples_per_second": 504.003, "eval_steps_per_second": 8.086, "step": 3392 }, { "epoch": 33.0, "grad_norm": 1.2904415130615234, "learning_rate": 3.35e-05, "loss": 0.1036, "step": 3498 }, { "epoch": 33.0, "eval_LOCATION_f1": 0.8051948051948052, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7654320987654321, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6878980891719746, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5869565217391305, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.8734177215189873, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8313253012048193, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.716417910447761, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.631578947368421, "eval_QUANTITY_recall": 0.8275862068965517, "eval_TIME_f1": 0.8378378378378379, "eval_TIME_number": 34, "eval_TIME_precision": 0.775, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1392923891544342, "eval_overall_accuracy": 0.9559438838296825, "eval_overall_f1": 0.8046875000000001, "eval_overall_precision": 0.7410071942446043, "eval_overall_recall": 0.8803418803418803, "eval_runtime": 0.3722, "eval_samples_per_second": 502.408, "eval_steps_per_second": 8.06, "step": 3498 }, { "epoch": 34.0, "grad_norm": 3.785581350326538, "learning_rate": 3.3e-05, "loss": 0.1, "step": 3604 }, { "epoch": 34.0, "eval_LOCATION_f1": 0.7999999999999999, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6838709677419356, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5888888888888889, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8734177215189873, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8313253012048193, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6865671641791046, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6052631578947368, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.13862958550453186, "eval_overall_accuracy": 0.9561900073837066, "eval_overall_f1": 0.8020833333333333, "eval_overall_precision": 0.7386091127098321, "eval_overall_recall": 0.8774928774928775, "eval_runtime": 0.3727, "eval_samples_per_second": 501.785, "eval_steps_per_second": 8.05, "step": 3604 }, { "epoch": 35.0, "grad_norm": 0.7286350131034851, "learning_rate": 3.2500000000000004e-05, "loss": 0.1013, "step": 3710 }, { "epoch": 35.0, "eval_LOCATION_f1": 0.7948717948717949, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7469879518072289, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6875, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5789473684210527, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8734177215189873, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8313253012048193, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6956521739130435, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6, "eval_QUANTITY_recall": 0.8275862068965517, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1437290757894516, "eval_overall_accuracy": 0.9549593896135861, "eval_overall_f1": 0.7989690721649485, "eval_overall_precision": 0.7294117647058823, "eval_overall_recall": 0.8831908831908832, "eval_runtime": 0.3727, "eval_samples_per_second": 501.777, "eval_steps_per_second": 8.05, "step": 3710 }, { "epoch": 36.0, "grad_norm": 0.8509505391120911, "learning_rate": 3.2000000000000005e-05, "loss": 0.0988, "step": 3816 }, { "epoch": 36.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6794871794871795, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5824175824175825, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8761904761904761, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8363636363636363, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.676470588235294, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5897435897435898, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14367760717868805, "eval_overall_accuracy": 0.9547132660595619, "eval_overall_f1": 0.7958387516254878, "eval_overall_precision": 0.7320574162679426, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3724, "eval_samples_per_second": 502.107, "eval_steps_per_second": 8.055, "step": 3816 }, { "epoch": 37.0, "grad_norm": 1.2342133522033691, "learning_rate": 3.15e-05, "loss": 0.0971, "step": 3922 }, { "epoch": 37.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6705882352941177, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5428571428571428, "eval_ORGANIZATION_recall": 0.8769230769230769, "eval_PERSON_f1": 0.8706624605678233, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8263473053892215, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.676470588235294, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5897435897435898, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8, "eval_TIME_number": 34, "eval_TIME_precision": 0.7317073170731707, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.1551184207201004, "eval_overall_accuracy": 0.9490524243170071, "eval_overall_f1": 0.7852604828462516, "eval_overall_precision": 0.7087155963302753, "eval_overall_recall": 0.8803418803418803, "eval_runtime": 0.3737, "eval_samples_per_second": 500.4, "eval_steps_per_second": 8.028, "step": 3922 }, { "epoch": 38.0, "grad_norm": 1.0431395769119263, "learning_rate": 3.1e-05, "loss": 0.0967, "step": 4028 }, { "epoch": 38.0, "eval_LOCATION_f1": 0.7973856209150326, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7625, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6805555555555556, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.620253164556962, "eval_ORGANIZATION_recall": 0.7538461538461538, "eval_PERSON_f1": 0.8761904761904761, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8363636363636363, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6865671641791046, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6052631578947368, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8378378378378379, "eval_TIME_number": 34, "eval_TIME_precision": 0.775, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.13686208426952362, "eval_overall_accuracy": 0.956928378045779, "eval_overall_f1": 0.802124833997344, "eval_overall_precision": 0.7512437810945274, "eval_overall_recall": 0.8603988603988604, "eval_runtime": 0.3727, "eval_samples_per_second": 501.728, "eval_steps_per_second": 8.049, "step": 4028 }, { "epoch": 39.0, "grad_norm": 1.3837076425552368, "learning_rate": 3.05e-05, "loss": 0.0949, "step": 4134 }, { "epoch": 39.0, "eval_LOCATION_f1": 0.7898089171974523, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7380952380952381, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6832298136645962, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5729166666666666, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8761904761904761, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8363636363636363, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5945945945945946, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.13983625173568726, "eval_overall_accuracy": 0.9559438838296825, "eval_overall_f1": 0.7958656330749354, "eval_overall_precision": 0.7281323877068558, "eval_overall_recall": 0.8774928774928775, "eval_runtime": 0.3721, "eval_samples_per_second": 502.567, "eval_steps_per_second": 8.063, "step": 4134 }, { "epoch": 40.0, "grad_norm": 0.6632676124572754, "learning_rate": 3e-05, "loss": 0.0956, "step": 4240 }, { "epoch": 40.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6973684210526315, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6091954022988506, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8789808917197452, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8414634146341463, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.676470588235294, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5897435897435898, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8378378378378379, "eval_TIME_number": 34, "eval_TIME_precision": 0.775, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14134033024311066, "eval_overall_accuracy": 0.9559438838296825, "eval_overall_f1": 0.7999999999999999, "eval_overall_precision": 0.7391304347826086, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3777, "eval_samples_per_second": 495.154, "eval_steps_per_second": 7.944, "step": 4240 }, { "epoch": 41.0, "grad_norm": 0.36149993538856506, "learning_rate": 2.95e-05, "loss": 0.0913, "step": 4346 }, { "epoch": 41.0, "eval_LOCATION_f1": 0.7898089171974523, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7380952380952381, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.7051282051282052, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6043956043956044, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8789808917197452, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8414634146341463, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6865671641791046, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6052631578947368, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.13970939815044403, "eval_overall_accuracy": 0.9566822544917548, "eval_overall_f1": 0.8036410923276982, "eval_overall_precision": 0.7392344497607656, "eval_overall_recall": 0.8803418803418803, "eval_runtime": 0.3722, "eval_samples_per_second": 502.411, "eval_steps_per_second": 8.06, "step": 4346 }, { "epoch": 42.0, "grad_norm": 0.5602841377258301, "learning_rate": 2.9e-05, "loss": 0.0949, "step": 4452 }, { "epoch": 42.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6923076923076923, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5934065934065934, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.676470588235294, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5897435897435898, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8378378378378379, "eval_TIME_number": 34, "eval_TIME_precision": 0.775, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1462649405002594, "eval_overall_accuracy": 0.9547132660595619, "eval_overall_f1": 0.8026143790849672, "eval_overall_precision": 0.7415458937198067, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3742, "eval_samples_per_second": 499.754, "eval_steps_per_second": 8.017, "step": 4452 }, { "epoch": 43.0, "grad_norm": 0.9771382808685303, "learning_rate": 2.8499999999999998e-05, "loss": 0.0919, "step": 4558 }, { "epoch": 43.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.684931506849315, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6172839506172839, "eval_ORGANIZATION_recall": 0.7692307692307693, "eval_PERSON_f1": 0.8789808917197452, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8414634146341463, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5945945945945946, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1370939314365387, "eval_overall_accuracy": 0.9566822544917548, "eval_overall_f1": 0.7978863936591809, "eval_overall_precision": 0.7438423645320197, "eval_overall_recall": 0.8603988603988604, "eval_runtime": 0.3709, "eval_samples_per_second": 504.137, "eval_steps_per_second": 8.088, "step": 4558 }, { "epoch": 44.0, "grad_norm": 3.2234935760498047, "learning_rate": 2.8000000000000003e-05, "loss": 0.0895, "step": 4664 }, { "epoch": 44.0, "eval_LOCATION_f1": 0.7999999999999999, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6758620689655173, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6125, "eval_ORGANIZATION_recall": 0.7538461538461538, "eval_PERSON_f1": 0.8825396825396825, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8424242424242424, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.6865671641791046, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6052631578947368, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8648648648648648, "eval_TIME_number": 34, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.1338210105895996, "eval_overall_accuracy": 0.9576667487078513, "eval_overall_f1": 0.8068783068783069, "eval_overall_precision": 0.7530864197530864, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3714, "eval_samples_per_second": 503.565, "eval_steps_per_second": 8.079, "step": 4664 }, { "epoch": 45.0, "grad_norm": 3.458214282989502, "learning_rate": 2.7500000000000004e-05, "loss": 0.0899, "step": 4770 }, { "epoch": 45.0, "eval_LOCATION_f1": 0.7792207792207793, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7407407407407407, "eval_LOCATION_recall": 0.821917808219178, "eval_ORGANIZATION_f1": 0.6835443037974683, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5806451612903226, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.8789808917197452, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8414634146341463, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5945945945945946, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14024274051189423, "eval_overall_accuracy": 0.956928378045779, "eval_overall_f1": 0.7979139504563233, "eval_overall_precision": 0.7355769230769231, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.4103, "eval_samples_per_second": 455.728, "eval_steps_per_second": 7.311, "step": 4770 }, { "epoch": 46.0, "grad_norm": 1.2206172943115234, "learning_rate": 2.7000000000000002e-05, "loss": 0.088, "step": 4876 }, { "epoch": 46.0, "eval_LOCATION_f1": 0.7922077922077922, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7530864197530864, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7019867549668873, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6162790697674418, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6461538461538462, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5833333333333334, "eval_QUANTITY_recall": 0.7241379310344828, "eval_TIME_f1": 0.8648648648648648, "eval_TIME_number": 34, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.1336318403482437, "eval_overall_accuracy": 0.9584051193699237, "eval_overall_f1": 0.8068783068783069, "eval_overall_precision": 0.7530864197530864, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3724, "eval_samples_per_second": 502.143, "eval_steps_per_second": 8.056, "step": 4876 }, { "epoch": 47.0, "grad_norm": 1.561812162399292, "learning_rate": 2.6500000000000004e-05, "loss": 0.0896, "step": 4982 }, { "epoch": 47.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5894736842105263, "eval_ORGANIZATION_recall": 0.8615384615384616, "eval_PERSON_f1": 0.8853503184713376, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8475609756097561, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14269451797008514, "eval_overall_accuracy": 0.9561900073837066, "eval_overall_f1": 0.805699481865285, "eval_overall_precision": 0.7387173396674585, "eval_overall_recall": 0.886039886039886, "eval_runtime": 0.3722, "eval_samples_per_second": 502.433, "eval_steps_per_second": 8.06, "step": 4982 }, { "epoch": 48.0, "grad_norm": 3.845472812652588, "learning_rate": 2.6000000000000002e-05, "loss": 0.0897, "step": 5088 }, { "epoch": 48.0, "eval_LOCATION_f1": 0.7672955974842768, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7093023255813954, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7019867549668873, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6162790697674418, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8825396825396825, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8424242424242424, "eval_PERSON_recall": 0.9266666666666666, "eval_QUANTITY_f1": 0.676470588235294, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5897435897435898, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8157894736842106, "eval_TIME_number": 34, "eval_TIME_precision": 0.7380952380952381, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1460731029510498, "eval_overall_accuracy": 0.9549593896135861, "eval_overall_f1": 0.7984395318595578, "eval_overall_precision": 0.7344497607655502, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3721, "eval_samples_per_second": 502.528, "eval_steps_per_second": 8.062, "step": 5088 }, { "epoch": 49.0, "grad_norm": 0.42411187291145325, "learning_rate": 2.5500000000000003e-05, "loss": 0.0836, "step": 5194 }, { "epoch": 49.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6838709677419356, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5888888888888889, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.696969696969697, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6216216216216216, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8, "eval_TIME_number": 34, "eval_TIME_precision": 0.7317073170731707, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.14366112649440765, "eval_overall_accuracy": 0.9552055131676102, "eval_overall_f1": 0.7973856209150327, "eval_overall_precision": 0.7367149758454107, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3738, "eval_samples_per_second": 500.237, "eval_steps_per_second": 8.025, "step": 5194 }, { "epoch": 50.0, "grad_norm": 1.5665122270584106, "learning_rate": 2.5e-05, "loss": 0.0845, "step": 5300 }, { "epoch": 50.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7051282051282052, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6043956043956044, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8817891373801918, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8466257668711656, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5945945945945946, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8378378378378379, "eval_TIME_number": 34, "eval_TIME_precision": 0.775, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14279314875602722, "eval_overall_accuracy": 0.9552055131676102, "eval_overall_f1": 0.8015665796344648, "eval_overall_precision": 0.7397590361445783, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3776, "eval_samples_per_second": 495.202, "eval_steps_per_second": 7.944, "step": 5300 }, { "epoch": 51.0, "grad_norm": 0.8180804252624512, "learning_rate": 2.45e-05, "loss": 0.0849, "step": 5406 }, { "epoch": 51.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6973684210526315, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6091954022988506, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8817891373801918, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8466257668711656, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6666666666666667, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.5945945945945946, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8378378378378379, "eval_TIME_number": 34, "eval_TIME_precision": 0.775, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1387655884027481, "eval_overall_accuracy": 0.9564361309377307, "eval_overall_f1": 0.8026315789473685, "eval_overall_precision": 0.7457212713936431, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.377, "eval_samples_per_second": 496.079, "eval_steps_per_second": 7.958, "step": 5406 }, { "epoch": 52.0, "grad_norm": 2.047976016998291, "learning_rate": 2.4e-05, "loss": 0.0836, "step": 5512 }, { "epoch": 52.0, "eval_LOCATION_f1": 0.7672955974842768, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7093023255813954, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7019867549668873, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6162790697674418, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6865671641791046, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6052631578947368, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14351429045200348, "eval_overall_accuracy": 0.9554516367216342, "eval_overall_f1": 0.8010471204188482, "eval_overall_precision": 0.7409200968523002, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3744, "eval_samples_per_second": 499.405, "eval_steps_per_second": 8.012, "step": 5512 }, { "epoch": 53.0, "grad_norm": 1.9604336023330688, "learning_rate": 2.35e-05, "loss": 0.0838, "step": 5618 }, { "epoch": 53.0, "eval_LOCATION_f1": 0.7625000000000001, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7011494252873564, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6835443037974683, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5806451612903226, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.8789808917197452, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8414634146341463, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6666666666666666, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.575, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8, "eval_TIME_number": 34, "eval_TIME_precision": 0.7317073170731707, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.14942599833011627, "eval_overall_accuracy": 0.9527442776273689, "eval_overall_f1": 0.788659793814433, "eval_overall_precision": 0.72, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3783, "eval_samples_per_second": 494.359, "eval_steps_per_second": 7.931, "step": 5618 }, { "epoch": 54.0, "grad_norm": 1.6018130779266357, "learning_rate": 2.3000000000000003e-05, "loss": 0.0811, "step": 5724 }, { "epoch": 54.0, "eval_LOCATION_f1": 0.7654320987654321, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.6966292134831461, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6962025316455697, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5913978494623656, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8817891373801918, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8466257668711656, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7272727272727273, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6486486486486487, "eval_QUANTITY_recall": 0.8275862068965517, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14617691934108734, "eval_overall_accuracy": 0.9556977602756583, "eval_overall_f1": 0.8010335917312662, "eval_overall_precision": 0.7328605200945626, "eval_overall_recall": 0.8831908831908832, "eval_runtime": 0.3727, "eval_samples_per_second": 501.802, "eval_steps_per_second": 8.05, "step": 5724 }, { "epoch": 55.0, "grad_norm": 1.0216081142425537, "learning_rate": 2.25e-05, "loss": 0.0826, "step": 5830 }, { "epoch": 55.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6666666666666666, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5714285714285714, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8817891373801918, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8466257668711656, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6865671641791046, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6052631578947368, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14629320800304413, "eval_overall_accuracy": 0.9534826482894413, "eval_overall_f1": 0.7942708333333333, "eval_overall_precision": 0.7314148681055156, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.373, "eval_samples_per_second": 501.397, "eval_steps_per_second": 8.044, "step": 5830 }, { "epoch": 56.0, "grad_norm": 1.5277239084243774, "learning_rate": 2.2000000000000003e-05, "loss": 0.0818, "step": 5936 }, { "epoch": 56.0, "eval_LOCATION_f1": 0.7898089171974523, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7380952380952381, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.6794871794871795, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5824175824175825, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8789808917197452, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8414634146341463, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.696969696969697, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6216216216216216, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8378378378378379, "eval_TIME_number": 34, "eval_TIME_precision": 0.775, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14746278524398804, "eval_overall_accuracy": 0.9554516367216342, "eval_overall_f1": 0.8005215123859191, "eval_overall_precision": 0.7379807692307693, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3747, "eval_samples_per_second": 499.009, "eval_steps_per_second": 8.005, "step": 5936 }, { "epoch": 57.0, "grad_norm": 1.1813913583755493, "learning_rate": 2.15e-05, "loss": 0.0833, "step": 6042 }, { "epoch": 57.0, "eval_LOCATION_f1": 0.7692307692307693, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7228915662650602, "eval_LOCATION_recall": 0.821917808219178, "eval_ORGANIZATION_f1": 0.6792452830188681, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.574468085106383, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.8734177215189873, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8313253012048193, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6865671641791046, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6052631578947368, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1485372930765152, "eval_overall_accuracy": 0.9529904011813931, "eval_overall_f1": 0.7917205692108668, "eval_overall_precision": 0.7251184834123223, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3727, "eval_samples_per_second": 501.711, "eval_steps_per_second": 8.049, "step": 6042 }, { "epoch": 58.0, "grad_norm": 0.640755295753479, "learning_rate": 2.1e-05, "loss": 0.0798, "step": 6148 }, { "epoch": 58.0, "eval_LOCATION_f1": 0.7692307692307693, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7228915662650602, "eval_LOCATION_recall": 0.821917808219178, "eval_ORGANIZATION_f1": 0.697986577181208, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6190476190476191, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.71875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6571428571428571, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8378378378378379, "eval_TIME_number": 34, "eval_TIME_precision": 0.775, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14086660742759705, "eval_overall_accuracy": 0.9564361309377307, "eval_overall_f1": 0.8063660477453581, "eval_overall_precision": 0.7543424317617866, "eval_overall_recall": 0.8660968660968661, "eval_runtime": 0.3766, "eval_samples_per_second": 496.571, "eval_steps_per_second": 7.966, "step": 6148 }, { "epoch": 59.0, "grad_norm": 2.363363265991211, "learning_rate": 2.05e-05, "loss": 0.0802, "step": 6254 }, { "epoch": 59.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6883116883116883, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5955056179775281, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14503292739391327, "eval_overall_accuracy": 0.9556977602756583, "eval_overall_f1": 0.8031496062992126, "eval_overall_precision": 0.7445255474452555, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.374, "eval_samples_per_second": 499.944, "eval_steps_per_second": 8.02, "step": 6254 }, { "epoch": 60.0, "grad_norm": 1.6086369752883911, "learning_rate": 2e-05, "loss": 0.08, "step": 6360 }, { "epoch": 60.0, "eval_LOCATION_f1": 0.7999999999999999, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7560975609756098, "eval_LOCATION_recall": 0.8493150684931506, "eval_ORGANIZATION_f1": 0.7019867549668873, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6162790697674418, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6285714285714286, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.1365276426076889, "eval_overall_accuracy": 0.9591434900319961, "eval_overall_f1": 0.8121693121693121, "eval_overall_precision": 0.7580246913580246, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3728, "eval_samples_per_second": 501.578, "eval_steps_per_second": 8.047, "step": 6360 }, { "epoch": 61.0, "grad_norm": 1.1481249332427979, "learning_rate": 1.9500000000000003e-05, "loss": 0.0792, "step": 6466 }, { "epoch": 61.0, "eval_LOCATION_f1": 0.7692307692307693, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7228915662650602, "eval_LOCATION_recall": 0.821917808219178, "eval_ORGANIZATION_f1": 0.7152317880794703, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.627906976744186, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6285714285714286, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.13838407397270203, "eval_overall_accuracy": 0.9576667487078513, "eval_overall_f1": 0.8073878627968336, "eval_overall_precision": 0.7518427518427518, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3773, "eval_samples_per_second": 495.651, "eval_steps_per_second": 7.952, "step": 6466 }, { "epoch": 62.0, "grad_norm": 1.3433496952056885, "learning_rate": 1.9e-05, "loss": 0.0776, "step": 6572 }, { "epoch": 62.0, "eval_LOCATION_f1": 0.7692307692307693, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7228915662650602, "eval_LOCATION_recall": 0.821917808219178, "eval_ORGANIZATION_f1": 0.7222222222222222, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6582278481012658, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.696969696969697, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6216216216216216, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14121700823307037, "eval_overall_accuracy": 0.9576667487078513, "eval_overall_f1": 0.8090185676392573, "eval_overall_precision": 0.7568238213399504, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3749, "eval_samples_per_second": 498.784, "eval_steps_per_second": 8.002, "step": 6572 }, { "epoch": 63.0, "grad_norm": 2.4079196453094482, "learning_rate": 1.85e-05, "loss": 0.0782, "step": 6678 }, { "epoch": 63.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.6878980891719746, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.5869565217391305, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.1416482925415039, "eval_overall_accuracy": 0.9554516367216342, "eval_overall_f1": 0.804177545691906, "eval_overall_precision": 0.7421686746987952, "eval_overall_recall": 0.8774928774928775, "eval_runtime": 0.3756, "eval_samples_per_second": 497.871, "eval_steps_per_second": 7.987, "step": 6678 }, { "epoch": 64.0, "grad_norm": 0.9945477247238159, "learning_rate": 1.8e-05, "loss": 0.0789, "step": 6784 }, { "epoch": 64.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7123287671232877, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6419753086419753, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6285714285714286, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.13378003239631653, "eval_overall_accuracy": 0.9581589958158996, "eval_overall_f1": 0.8090185676392573, "eval_overall_precision": 0.7568238213399504, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3716, "eval_samples_per_second": 503.164, "eval_steps_per_second": 8.072, "step": 6784 }, { "epoch": 65.0, "grad_norm": 1.0777437686920166, "learning_rate": 1.75e-05, "loss": 0.0769, "step": 6890 }, { "epoch": 65.0, "eval_LOCATION_f1": 0.7721518987341772, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7176470588235294, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7123287671232877, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6419753086419753, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.13960254192352295, "eval_overall_accuracy": 0.9579128722618755, "eval_overall_f1": 0.8079470198675496, "eval_overall_precision": 0.754950495049505, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3755, "eval_samples_per_second": 497.937, "eval_steps_per_second": 7.988, "step": 6890 }, { "epoch": 66.0, "grad_norm": 0.8647677302360535, "learning_rate": 1.7000000000000003e-05, "loss": 0.0757, "step": 6996 }, { "epoch": 66.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7019867549668873, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6162790697674418, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.676923076923077, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6111111111111112, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.1402267962694168, "eval_overall_accuracy": 0.9576667487078513, "eval_overall_f1": 0.8042049934296978, "eval_overall_precision": 0.7463414634146341, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3717, "eval_samples_per_second": 503.11, "eval_steps_per_second": 8.071, "step": 6996 }, { "epoch": 67.0, "grad_norm": 1.0575724840164185, "learning_rate": 1.65e-05, "loss": 0.0753, "step": 7102 }, { "epoch": 67.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7210884353741497, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6463414634146342, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.13897380232810974, "eval_overall_accuracy": 0.9593896135860202, "eval_overall_f1": 0.8143236074270558, "eval_overall_precision": 0.7617866004962779, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3722, "eval_samples_per_second": 502.482, "eval_steps_per_second": 8.061, "step": 7102 }, { "epoch": 68.0, "grad_norm": 0.9653581976890564, "learning_rate": 1.6000000000000003e-05, "loss": 0.0757, "step": 7208 }, { "epoch": 68.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7172413793103448, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.65, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.13793830573558807, "eval_overall_accuracy": 0.9591434900319961, "eval_overall_f1": 0.8149134487350199, "eval_overall_precision": 0.765, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3738, "eval_samples_per_second": 500.215, "eval_steps_per_second": 8.025, "step": 7208 }, { "epoch": 69.0, "grad_norm": 1.3589030504226685, "learning_rate": 1.55e-05, "loss": 0.0731, "step": 7314 }, { "epoch": 69.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7320261437908497, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6363636363636364, "eval_ORGANIZATION_recall": 0.8615384615384616, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.71875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6571428571428571, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14166338741779327, "eval_overall_accuracy": 0.9581589958158996, "eval_overall_f1": 0.8157894736842105, "eval_overall_precision": 0.7579462102689487, "eval_overall_recall": 0.8831908831908832, "eval_runtime": 0.3735, "eval_samples_per_second": 500.684, "eval_steps_per_second": 8.032, "step": 7314 }, { "epoch": 70.0, "grad_norm": 1.4494452476501465, "learning_rate": 1.5e-05, "loss": 0.0751, "step": 7420 }, { "epoch": 70.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7172413793103448, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.65, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8903225806451613, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8625, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6285714285714286, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.13516362011432648, "eval_overall_accuracy": 0.9591434900319961, "eval_overall_f1": 0.814419225634179, "eval_overall_precision": 0.7663316582914573, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3728, "eval_samples_per_second": 501.549, "eval_steps_per_second": 8.046, "step": 7420 }, { "epoch": 71.0, "grad_norm": 2.012171745300293, "learning_rate": 1.45e-05, "loss": 0.0755, "step": 7526 }, { "epoch": 71.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7189542483660131, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.625, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.696969696969697, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6216216216216216, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14387430250644684, "eval_overall_accuracy": 0.9576667487078513, "eval_overall_f1": 0.8099606815203145, "eval_overall_precision": 0.75, "eval_overall_recall": 0.8803418803418803, "eval_runtime": 0.3724, "eval_samples_per_second": 502.104, "eval_steps_per_second": 8.055, "step": 7526 }, { "epoch": 72.0, "grad_norm": 1.370118498802185, "learning_rate": 1.4000000000000001e-05, "loss": 0.0745, "step": 7632 }, { "epoch": 72.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7123287671232877, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6419753086419753, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.676923076923077, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6111111111111112, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.13974949717521667, "eval_overall_accuracy": 0.9579128722618755, "eval_overall_f1": 0.8068783068783069, "eval_overall_precision": 0.7530864197530864, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3737, "eval_samples_per_second": 500.351, "eval_steps_per_second": 8.027, "step": 7632 }, { "epoch": 73.0, "grad_norm": 0.621573805809021, "learning_rate": 1.3500000000000001e-05, "loss": 0.0746, "step": 7738 }, { "epoch": 73.0, "eval_LOCATION_f1": 0.7792207792207793, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7407407407407407, "eval_LOCATION_recall": 0.821917808219178, "eval_ORGANIZATION_f1": 0.7172413793103448, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.65, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.1360926479101181, "eval_overall_accuracy": 0.9591434900319961, "eval_overall_f1": 0.8133333333333332, "eval_overall_precision": 0.7644110275689223, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3745, "eval_samples_per_second": 499.381, "eval_steps_per_second": 8.011, "step": 7738 }, { "epoch": 74.0, "grad_norm": 1.1147890090942383, "learning_rate": 1.3000000000000001e-05, "loss": 0.0727, "step": 7844 }, { "epoch": 74.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7172413793103448, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.65, "eval_ORGANIZATION_recall": 0.8, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6285714285714286, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.13560639321804047, "eval_overall_accuracy": 0.9596357371400444, "eval_overall_f1": 0.8133333333333332, "eval_overall_precision": 0.7644110275689223, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.374, "eval_samples_per_second": 500.038, "eval_steps_per_second": 8.022, "step": 7844 }, { "epoch": 75.0, "grad_norm": 0.9206987619400024, "learning_rate": 1.25e-05, "loss": 0.0727, "step": 7950 }, { "epoch": 75.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7162162162162162, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6385542168674698, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14432945847511292, "eval_overall_accuracy": 0.9574206251538272, "eval_overall_f1": 0.8110964332892999, "eval_overall_precision": 0.7561576354679803, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.374, "eval_samples_per_second": 499.951, "eval_steps_per_second": 8.021, "step": 7950 }, { "epoch": 76.0, "grad_norm": 1.3934582471847534, "learning_rate": 1.2e-05, "loss": 0.073, "step": 8056 }, { "epoch": 76.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7012987012987013, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6067415730337079, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6285714285714286, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8, "eval_TIME_number": 34, "eval_TIME_precision": 0.7317073170731707, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.14394371211528778, "eval_overall_accuracy": 0.9549593896135861, "eval_overall_f1": 0.8015768725361366, "eval_overall_precision": 0.7439024390243902, "eval_overall_recall": 0.8689458689458689, "eval_runtime": 0.3764, "eval_samples_per_second": 496.875, "eval_steps_per_second": 7.971, "step": 8056 }, { "epoch": 77.0, "grad_norm": 1.3345227241516113, "learning_rate": 1.1500000000000002e-05, "loss": 0.0733, "step": 8162 }, { "epoch": 77.0, "eval_LOCATION_f1": 0.7792207792207793, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7407407407407407, "eval_LOCATION_recall": 0.821917808219178, "eval_ORGANIZATION_f1": 0.7310344827586207, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6625, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.6875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6285714285714286, "eval_QUANTITY_recall": 0.7586206896551724, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.13728104531764984, "eval_overall_accuracy": 0.9593896135860202, "eval_overall_f1": 0.8117489986648865, "eval_overall_precision": 0.7638190954773869, "eval_overall_recall": 0.8660968660968661, "eval_runtime": 0.3706, "eval_samples_per_second": 504.552, "eval_steps_per_second": 8.094, "step": 8162 }, { "epoch": 78.0, "grad_norm": 1.4736689329147339, "learning_rate": 1.1000000000000001e-05, "loss": 0.072, "step": 8268 }, { "epoch": 78.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.726027397260274, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.654320987654321, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14146719872951508, "eval_overall_accuracy": 0.9581589958158996, "eval_overall_f1": 0.8154050464807436, "eval_overall_precision": 0.763681592039801, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3724, "eval_samples_per_second": 502.127, "eval_steps_per_second": 8.056, "step": 8268 }, { "epoch": 79.0, "grad_norm": 0.9665191769599915, "learning_rate": 1.05e-05, "loss": 0.0718, "step": 8374 }, { "epoch": 79.0, "eval_LOCATION_f1": 0.7721518987341772, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7176470588235294, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.717948717948718, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6153846153846154, "eval_ORGANIZATION_recall": 0.8615384615384616, "eval_PERSON_f1": 0.8817891373801918, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8466257668711656, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8, "eval_TIME_number": 34, "eval_TIME_precision": 0.7317073170731707, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.14953278005123138, "eval_overall_accuracy": 0.9552055131676102, "eval_overall_f1": 0.8031290743155151, "eval_overall_precision": 0.7403846153846154, "eval_overall_recall": 0.8774928774928775, "eval_runtime": 0.3713, "eval_samples_per_second": 503.668, "eval_steps_per_second": 8.08, "step": 8374 }, { "epoch": 80.0, "grad_norm": 0.4756767153739929, "learning_rate": 1e-05, "loss": 0.0703, "step": 8480 }, { "epoch": 80.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7432432432432433, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6626506024096386, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.8817891373801918, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8466257668711656, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8, "eval_TIME_number": 34, "eval_TIME_precision": 0.7317073170731707, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.14299984276294708, "eval_overall_accuracy": 0.9571745015998031, "eval_overall_f1": 0.8110964332892999, "eval_overall_precision": 0.7561576354679803, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3781, "eval_samples_per_second": 494.608, "eval_steps_per_second": 7.935, "step": 8480 }, { "epoch": 81.0, "grad_norm": 0.7018587589263916, "learning_rate": 9.5e-06, "loss": 0.0702, "step": 8586 }, { "epoch": 81.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7432432432432433, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6626506024096386, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.71875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6571428571428571, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8, "eval_TIME_number": 34, "eval_TIME_precision": 0.7317073170731707, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.14150598645210266, "eval_overall_accuracy": 0.9584051193699237, "eval_overall_f1": 0.8143236074270558, "eval_overall_precision": 0.7617866004962779, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3737, "eval_samples_per_second": 500.383, "eval_steps_per_second": 8.028, "step": 8586 }, { "epoch": 82.0, "grad_norm": 1.6355091333389282, "learning_rate": 9e-06, "loss": 0.0721, "step": 8692 }, { "epoch": 82.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7432432432432433, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6626506024096386, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.71875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6571428571428571, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8266666666666665, "eval_TIME_number": 34, "eval_TIME_precision": 0.7560975609756098, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14245130121707916, "eval_overall_accuracy": 0.958897366477972, "eval_overall_f1": 0.8169761273209548, "eval_overall_precision": 0.7642679900744417, "eval_overall_recall": 0.8774928774928775, "eval_runtime": 0.3741, "eval_samples_per_second": 499.836, "eval_steps_per_second": 8.019, "step": 8692 }, { "epoch": 83.0, "grad_norm": 0.8933713436126709, "learning_rate": 8.500000000000002e-06, "loss": 0.0712, "step": 8798 }, { "epoch": 83.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7432432432432433, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6626506024096386, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.71875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6571428571428571, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.1438244879245758, "eval_overall_accuracy": 0.9586512429239479, "eval_overall_f1": 0.8174603174603174, "eval_overall_precision": 0.762962962962963, "eval_overall_recall": 0.8803418803418803, "eval_runtime": 0.3755, "eval_samples_per_second": 498.003, "eval_steps_per_second": 7.989, "step": 8798 }, { "epoch": 84.0, "grad_norm": 1.0442496538162231, "learning_rate": 8.000000000000001e-06, "loss": 0.0719, "step": 8904 }, { "epoch": 84.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.738255033557047, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6547619047619048, "eval_ORGANIZATION_recall": 0.8461538461538461, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.1436508744955063, "eval_overall_accuracy": 0.9579128722618755, "eval_overall_f1": 0.8153034300791556, "eval_overall_precision": 0.7592137592137592, "eval_overall_recall": 0.8803418803418803, "eval_runtime": 0.3727, "eval_samples_per_second": 501.681, "eval_steps_per_second": 8.048, "step": 8904 }, { "epoch": 85.0, "grad_norm": 1.8608384132385254, "learning_rate": 7.5e-06, "loss": 0.0709, "step": 9010 }, { "epoch": 85.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7297297297297298, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6506024096385542, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8, "eval_TIME_number": 34, "eval_TIME_precision": 0.7317073170731707, "eval_TIME_recall": 0.8823529411764706, "eval_loss": 0.14415280520915985, "eval_overall_accuracy": 0.9574206251538272, "eval_overall_f1": 0.8095238095238095, "eval_overall_precision": 0.7555555555555555, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3737, "eval_samples_per_second": 500.35, "eval_steps_per_second": 8.027, "step": 9010 }, { "epoch": 86.0, "grad_norm": 1.1902055740356445, "learning_rate": 7.000000000000001e-06, "loss": 0.0699, "step": 9116 }, { "epoch": 86.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7346938775510204, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6585365853658537, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14072592556476593, "eval_overall_accuracy": 0.958897366477972, "eval_overall_f1": 0.8169761273209548, "eval_overall_precision": 0.7642679900744417, "eval_overall_recall": 0.8774928774928775, "eval_runtime": 0.3749, "eval_samples_per_second": 498.822, "eval_steps_per_second": 8.002, "step": 9116 }, { "epoch": 87.0, "grad_norm": 0.9288851022720337, "learning_rate": 6.5000000000000004e-06, "loss": 0.0681, "step": 9222 }, { "epoch": 87.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7346938775510204, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6585365853658537, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.71875, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6571428571428571, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14135389029979706, "eval_overall_accuracy": 0.958897366477972, "eval_overall_f1": 0.8169761273209548, "eval_overall_precision": 0.7642679900744417, "eval_overall_recall": 0.8774928774928775, "eval_runtime": 0.3733, "eval_samples_per_second": 500.974, "eval_steps_per_second": 8.037, "step": 9222 }, { "epoch": 88.0, "grad_norm": 1.107254981994629, "learning_rate": 6e-06, "loss": 0.0685, "step": 9328 }, { "epoch": 88.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7346938775510204, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6585365853658537, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.8846153846153846, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8518518518518519, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14269116520881653, "eval_overall_accuracy": 0.9579128722618755, "eval_overall_f1": 0.8148148148148149, "eval_overall_precision": 0.7604938271604939, "eval_overall_recall": 0.8774928774928775, "eval_runtime": 0.378, "eval_samples_per_second": 494.729, "eval_steps_per_second": 7.937, "step": 9328 }, { "epoch": 89.0, "grad_norm": 2.199923276901245, "learning_rate": 5.500000000000001e-06, "loss": 0.0703, "step": 9434 }, { "epoch": 89.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7310344827586207, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6625, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8648648648648648, "eval_TIME_number": 34, "eval_TIME_precision": 0.8, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14063221216201782, "eval_overall_accuracy": 0.9593896135860202, "eval_overall_f1": 0.8186666666666667, "eval_overall_precision": 0.7694235588972431, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3757, "eval_samples_per_second": 497.751, "eval_steps_per_second": 7.985, "step": 9434 }, { "epoch": 90.0, "grad_norm": 1.6066433191299438, "learning_rate": 5e-06, "loss": 0.0695, "step": 9540 }, { "epoch": 90.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.726027397260274, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.654320987654321, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8767123287671232, "eval_TIME_number": 34, "eval_TIME_precision": 0.8205128205128205, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.13843446969985962, "eval_overall_accuracy": 0.9601279842480925, "eval_overall_f1": 0.8186666666666667, "eval_overall_precision": 0.7694235588972431, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3746, "eval_samples_per_second": 499.225, "eval_steps_per_second": 8.009, "step": 9540 }, { "epoch": 91.0, "grad_norm": 1.384969711303711, "learning_rate": 4.5e-06, "loss": 0.0684, "step": 9646 }, { "epoch": 91.0, "eval_LOCATION_f1": 0.7770700636942677, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7261904761904762, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7210884353741497, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6463414634146342, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.8817891373801918, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8466257668711656, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14361019432544708, "eval_overall_accuracy": 0.956928378045779, "eval_overall_f1": 0.8100263852242744, "eval_overall_precision": 0.7542997542997543, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3739, "eval_samples_per_second": 500.193, "eval_steps_per_second": 8.024, "step": 9646 }, { "epoch": 92.0, "grad_norm": 1.5777561664581299, "learning_rate": 4.000000000000001e-06, "loss": 0.0681, "step": 9752 }, { "epoch": 92.0, "eval_LOCATION_f1": 0.7870967741935484, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7439024390243902, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.726027397260274, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.654320987654321, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8533333333333334, "eval_TIME_number": 34, "eval_TIME_precision": 0.7804878048780488, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14141333103179932, "eval_overall_accuracy": 0.9591434900319961, "eval_overall_f1": 0.8164893617021275, "eval_overall_precision": 0.7655860349127181, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3754, "eval_samples_per_second": 498.089, "eval_steps_per_second": 7.991, "step": 9752 }, { "epoch": 93.0, "grad_norm": 0.12837229669094086, "learning_rate": 3.5000000000000004e-06, "loss": 0.0694, "step": 9858 }, { "epoch": 93.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7346938775510204, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6585365853658537, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8157894736842106, "eval_TIME_number": 34, "eval_TIME_precision": 0.7380952380952381, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14285434782505035, "eval_overall_accuracy": 0.9584051193699237, "eval_overall_f1": 0.8132450331125828, "eval_overall_precision": 0.7599009900990099, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3737, "eval_samples_per_second": 500.447, "eval_steps_per_second": 8.029, "step": 9858 }, { "epoch": 94.0, "grad_norm": 1.4026833772659302, "learning_rate": 3e-06, "loss": 0.068, "step": 9964 }, { "epoch": 94.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.726027397260274, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.654320987654321, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8421052631578947, "eval_TIME_number": 34, "eval_TIME_precision": 0.7619047619047619, "eval_TIME_recall": 0.9411764705882353, "eval_loss": 0.14125195145606995, "eval_overall_accuracy": 0.9581589958158996, "eval_overall_f1": 0.8143236074270558, "eval_overall_precision": 0.7617866004962779, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3714, "eval_samples_per_second": 503.459, "eval_steps_per_second": 8.077, "step": 9964 }, { "epoch": 95.0, "grad_norm": 2.012713670730591, "learning_rate": 2.5e-06, "loss": 0.0682, "step": 10070 }, { "epoch": 95.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7346938775510204, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6585365853658537, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8157894736842106, "eval_TIME_number": 34, "eval_TIME_precision": 0.7380952380952381, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1429029256105423, "eval_overall_accuracy": 0.9581589958158996, "eval_overall_f1": 0.8132450331125828, "eval_overall_precision": 0.7599009900990099, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3742, "eval_samples_per_second": 499.707, "eval_steps_per_second": 8.017, "step": 10070 }, { "epoch": 96.0, "grad_norm": 0.9533500671386719, "learning_rate": 2.0000000000000003e-06, "loss": 0.0697, "step": 10176 }, { "epoch": 96.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.726027397260274, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.654320987654321, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8157894736842106, "eval_TIME_number": 34, "eval_TIME_precision": 0.7380952380952381, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14225105941295624, "eval_overall_accuracy": 0.9579128722618755, "eval_overall_f1": 0.8116710875331565, "eval_overall_precision": 0.7593052109181141, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3776, "eval_samples_per_second": 495.257, "eval_steps_per_second": 7.945, "step": 10176 }, { "epoch": 97.0, "grad_norm": 0.8223116397857666, "learning_rate": 1.5e-06, "loss": 0.0672, "step": 10282 }, { "epoch": 97.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.726027397260274, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.654320987654321, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8157894736842106, "eval_TIME_number": 34, "eval_TIME_precision": 0.7380952380952381, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14218071103096008, "eval_overall_accuracy": 0.9579128722618755, "eval_overall_f1": 0.8116710875331565, "eval_overall_precision": 0.7593052109181141, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3739, "eval_samples_per_second": 500.069, "eval_steps_per_second": 8.022, "step": 10282 }, { "epoch": 98.0, "grad_norm": 3.7341294288635254, "learning_rate": 1.0000000000000002e-06, "loss": 0.0674, "step": 10388 }, { "epoch": 98.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.7346938775510204, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6585365853658537, "eval_ORGANIZATION_recall": 0.8307692307692308, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8157894736842106, "eval_TIME_number": 34, "eval_TIME_precision": 0.7380952380952381, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14276809990406036, "eval_overall_accuracy": 0.9584051193699237, "eval_overall_f1": 0.8132450331125828, "eval_overall_precision": 0.7599009900990099, "eval_overall_recall": 0.8746438746438746, "eval_runtime": 0.3733, "eval_samples_per_second": 500.927, "eval_steps_per_second": 8.036, "step": 10388 }, { "epoch": 99.0, "grad_norm": 0.9920492768287659, "learning_rate": 5.000000000000001e-07, "loss": 0.0666, "step": 10494 }, { "epoch": 99.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.726027397260274, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.654320987654321, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8157894736842106, "eval_TIME_number": 34, "eval_TIME_precision": 0.7380952380952381, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.14194943010807037, "eval_overall_accuracy": 0.9581589958158996, "eval_overall_f1": 0.8116710875331565, "eval_overall_precision": 0.7593052109181141, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3735, "eval_samples_per_second": 500.685, "eval_steps_per_second": 8.032, "step": 10494 }, { "epoch": 100.0, "grad_norm": 0.6790415644645691, "learning_rate": 0.0, "loss": 0.0693, "step": 10600 }, { "epoch": 100.0, "eval_LOCATION_f1": 0.7820512820512822, "eval_LOCATION_number": 73, "eval_LOCATION_precision": 0.7349397590361446, "eval_LOCATION_recall": 0.8356164383561644, "eval_ORGANIZATION_f1": 0.726027397260274, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.654320987654321, "eval_ORGANIZATION_recall": 0.8153846153846154, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7076923076923076, "eval_QUANTITY_number": 29, "eval_QUANTITY_precision": 0.6388888888888888, "eval_QUANTITY_recall": 0.7931034482758621, "eval_TIME_f1": 0.8157894736842106, "eval_TIME_number": 34, "eval_TIME_precision": 0.7380952380952381, "eval_TIME_recall": 0.9117647058823529, "eval_loss": 0.1422806829214096, "eval_overall_accuracy": 0.9581589958158996, "eval_overall_f1": 0.8116710875331565, "eval_overall_precision": 0.7593052109181141, "eval_overall_recall": 0.8717948717948718, "eval_runtime": 0.3745, "eval_samples_per_second": 499.395, "eval_steps_per_second": 8.012, "step": 10600 }, { "epoch": 100.0, "step": 10600, "total_flos": 4551589111445376.0, "train_loss": 0.12385802520895904, "train_runtime": 580.0713, "train_samples_per_second": 290.999, "train_steps_per_second": 18.274 } ], "logging_steps": 500, "max_steps": 10600, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "total_flos": 4551589111445376.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }