| { |
| "best_metric": null, |
| "best_model_checkpoint": null, |
| "epoch": 100.0, |
| "eval_steps": 500, |
| "global_step": 9600, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 1.0622260570526123, |
| "learning_rate": 4.9500000000000004e-05, |
| "loss": 0.8931, |
| "step": 96 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_LOCATION_f1": 0.01694915254237288, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.5, |
| "eval_LOCATION_recall": 0.008620689655172414, |
| "eval_ORGANIZATION_f1": 0.24025974025974026, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.24666666666666667, |
| "eval_ORGANIZATION_recall": 0.23417721518987342, |
| "eval_PERSON_f1": 0.2660098522167488, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.34177215189873417, |
| "eval_PERSON_recall": 0.21774193548387097, |
| "eval_loss": 0.402089387178421, |
| "eval_overall_accuracy": 0.8597309909415317, |
| "eval_overall_f1": 0.20667726550079493, |
| "eval_overall_precision": 0.2813852813852814, |
| "eval_overall_recall": 0.16331658291457288, |
| "eval_runtime": 0.2477, |
| "eval_samples_per_second": 686.279, |
| "eval_steps_per_second": 12.111, |
| "step": 96 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 1.0000041723251343, |
| "learning_rate": 4.9e-05, |
| "loss": 0.3656, |
| "step": 192 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_LOCATION_f1": 0.4267782426778242, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.4146341463414634, |
| "eval_LOCATION_recall": 0.4396551724137931, |
| "eval_ORGANIZATION_f1": 0.5901639344262295, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.6122448979591837, |
| "eval_ORGANIZATION_recall": 0.569620253164557, |
| "eval_PERSON_f1": 0.5222929936305734, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.43157894736842106, |
| "eval_PERSON_recall": 0.6612903225806451, |
| "eval_loss": 0.21696880459785461, |
| "eval_overall_accuracy": 0.9264342574800988, |
| "eval_overall_f1": 0.5198135198135198, |
| "eval_overall_precision": 0.48478260869565215, |
| "eval_overall_recall": 0.5603015075376885, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.523, |
| "eval_steps_per_second": 12.38, |
| "step": 192 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.8752551674842834, |
| "learning_rate": 4.85e-05, |
| "loss": 0.2175, |
| "step": 288 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_LOCATION_f1": 0.7214611872146118, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.7669902912621359, |
| "eval_LOCATION_recall": 0.6810344827586207, |
| "eval_ORGANIZATION_f1": 0.7411764705882353, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.6923076923076923, |
| "eval_ORGANIZATION_recall": 0.7974683544303798, |
| "eval_PERSON_f1": 0.9416342412451362, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9097744360902256, |
| "eval_PERSON_recall": 0.9758064516129032, |
| "eval_loss": 0.11590560525655746, |
| "eval_overall_accuracy": 0.9648641229755696, |
| "eval_overall_f1": 0.7990196078431372, |
| "eval_overall_precision": 0.7799043062200957, |
| "eval_overall_recall": 0.8190954773869347, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.326, |
| "eval_steps_per_second": 12.394, |
| "step": 288 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 1.105630874633789, |
| "learning_rate": 4.8e-05, |
| "loss": 0.152, |
| "step": 384 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_LOCATION_f1": 0.8421052631578948, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.7938931297709924, |
| "eval_LOCATION_recall": 0.896551724137931, |
| "eval_ORGANIZATION_f1": 0.812121212121212, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.7790697674418605, |
| "eval_ORGANIZATION_recall": 0.8481012658227848, |
| "eval_PERSON_f1": 0.9647058823529411, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9389312977099237, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.08956436812877655, |
| "eval_overall_accuracy": 0.9706286027998902, |
| "eval_overall_f1": 0.8677884615384615, |
| "eval_overall_precision": 0.8317972350230415, |
| "eval_overall_recall": 0.907035175879397, |
| "eval_runtime": 0.243, |
| "eval_samples_per_second": 699.575, |
| "eval_steps_per_second": 12.345, |
| "step": 384 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 0.8573193550109863, |
| "learning_rate": 4.75e-05, |
| "loss": 0.1153, |
| "step": 480 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_LOCATION_f1": 0.8869565217391304, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.8947368421052632, |
| "eval_LOCATION_recall": 0.8793103448275862, |
| "eval_ORGANIZATION_f1": 0.8492307692307692, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.8263473053892215, |
| "eval_ORGANIZATION_recall": 0.8734177215189873, |
| "eval_PERSON_f1": 0.9721115537848605, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9606299212598425, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.06209466606378555, |
| "eval_overall_accuracy": 0.9777655778204777, |
| "eval_overall_f1": 0.8982630272952854, |
| "eval_overall_precision": 0.8872549019607843, |
| "eval_overall_recall": 0.9095477386934674, |
| "eval_runtime": 0.2426, |
| "eval_samples_per_second": 700.706, |
| "eval_steps_per_second": 12.365, |
| "step": 480 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 2.2799108028411865, |
| "learning_rate": 4.7e-05, |
| "loss": 0.1017, |
| "step": 576 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_LOCATION_f1": 0.8806584362139918, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.84251968503937, |
| "eval_LOCATION_recall": 0.9224137931034483, |
| "eval_ORGANIZATION_f1": 0.8827160493827162, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.8614457831325302, |
| "eval_ORGANIZATION_recall": 0.9050632911392406, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04618193209171295, |
| "eval_overall_accuracy": 0.9846280538018117, |
| "eval_overall_f1": 0.9130966952264383, |
| "eval_overall_precision": 0.8902147971360382, |
| "eval_overall_recall": 0.9371859296482412, |
| "eval_runtime": 0.2426, |
| "eval_samples_per_second": 700.771, |
| "eval_steps_per_second": 12.367, |
| "step": 576 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 0.5819811820983887, |
| "learning_rate": 4.6500000000000005e-05, |
| "loss": 0.0877, |
| "step": 672 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_LOCATION_f1": 0.9170305676855894, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9292035398230089, |
| "eval_LOCATION_recall": 0.9051724137931034, |
| "eval_ORGANIZATION_f1": 0.9164086687306501, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.896969696969697, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04141335189342499, |
| "eval_overall_accuracy": 0.9857260499588252, |
| "eval_overall_f1": 0.9388264669163546, |
| "eval_overall_precision": 0.9330024813895782, |
| "eval_overall_recall": 0.9447236180904522, |
| "eval_runtime": 0.2425, |
| "eval_samples_per_second": 701.0, |
| "eval_steps_per_second": 12.371, |
| "step": 672 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 1.0621719360351562, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.0772, |
| "step": 768 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_LOCATION_f1": 0.9152542372881356, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9310344827586207, |
| "eval_ORGANIZATION_f1": 0.91875, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9074074074074074, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03698663040995598, |
| "eval_overall_accuracy": 0.9873730441943454, |
| "eval_overall_f1": 0.9379652605459057, |
| "eval_overall_precision": 0.9264705882352942, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2428, |
| "eval_samples_per_second": 700.264, |
| "eval_steps_per_second": 12.358, |
| "step": 768 |
| }, |
| { |
| "epoch": 9.0, |
| "grad_norm": 0.5991101861000061, |
| "learning_rate": 4.55e-05, |
| "loss": 0.0747, |
| "step": 864 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_LOCATION_f1": 0.9288702928870294, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9024390243902439, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9345794392523364, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9202453987730062, |
| "eval_ORGANIZATION_recall": 0.9493670886075949, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04177405312657356, |
| "eval_overall_accuracy": 0.9860005489980785, |
| "eval_overall_f1": 0.9493201483312732, |
| "eval_overall_precision": 0.9343065693430657, |
| "eval_overall_recall": 0.964824120603015, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.484, |
| "eval_steps_per_second": 12.379, |
| "step": 864 |
| }, |
| { |
| "epoch": 10.0, |
| "grad_norm": 0.7477170825004578, |
| "learning_rate": 4.5e-05, |
| "loss": 0.0712, |
| "step": 960 |
| }, |
| { |
| "epoch": 10.0, |
| "eval_LOCATION_f1": 0.9268292682926829, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.8769230769230769, |
| "eval_LOCATION_recall": 0.9827586206896551, |
| "eval_ORGANIZATION_f1": 0.9329073482428115, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9419354838709677, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04179945960640907, |
| "eval_overall_accuracy": 0.9851770518803185, |
| "eval_overall_f1": 0.9468479604449939, |
| "eval_overall_precision": 0.9318734793187348, |
| "eval_overall_recall": 0.9623115577889447, |
| "eval_runtime": 0.2429, |
| "eval_samples_per_second": 699.957, |
| "eval_steps_per_second": 12.352, |
| "step": 960 |
| }, |
| { |
| "epoch": 11.0, |
| "grad_norm": 0.4425092041492462, |
| "learning_rate": 4.4500000000000004e-05, |
| "loss": 0.0645, |
| "step": 1056 |
| }, |
| { |
| "epoch": 11.0, |
| "eval_LOCATION_f1": 0.9191489361702128, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.907563025210084, |
| "eval_LOCATION_recall": 0.9310344827586207, |
| "eval_ORGANIZATION_f1": 0.9341692789968652, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9254658385093167, |
| "eval_ORGANIZATION_recall": 0.9430379746835443, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.034665558487176895, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.946450809464508, |
| "eval_overall_precision": 0.9382716049382716, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2429, |
| "eval_samples_per_second": 699.774, |
| "eval_steps_per_second": 12.349, |
| "step": 1056 |
| }, |
| { |
| "epoch": 12.0, |
| "grad_norm": 0.994752824306488, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.0594, |
| "step": 1152 |
| }, |
| { |
| "epoch": 12.0, |
| "eval_LOCATION_f1": 0.923076923076923, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9152542372881356, |
| "eval_LOCATION_recall": 0.9310344827586207, |
| "eval_ORGANIZATION_f1": 0.9164086687306501, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.896969696969697, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03453850373625755, |
| "eval_overall_accuracy": 0.9876475432335987, |
| "eval_overall_f1": 0.9392812887236679, |
| "eval_overall_precision": 0.9266503667481663, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2433, |
| "eval_samples_per_second": 698.803, |
| "eval_steps_per_second": 12.332, |
| "step": 1152 |
| }, |
| { |
| "epoch": 13.0, |
| "grad_norm": 0.3863960802555084, |
| "learning_rate": 4.35e-05, |
| "loss": 0.0584, |
| "step": 1248 |
| }, |
| { |
| "epoch": 13.0, |
| "eval_LOCATION_f1": 0.927038626609442, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9230769230769231, |
| "eval_LOCATION_recall": 0.9310344827586207, |
| "eval_ORGANIZATION_f1": 0.9496855345911951, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.94375, |
| "eval_ORGANIZATION_recall": 0.9556962025316456, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.030687231570482254, |
| "eval_overall_accuracy": 0.9906670326653857, |
| "eval_overall_f1": 0.9538077403245941, |
| "eval_overall_precision": 0.9478908188585607, |
| "eval_overall_recall": 0.9597989949748744, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.612, |
| "eval_steps_per_second": 12.381, |
| "step": 1248 |
| }, |
| { |
| "epoch": 14.0, |
| "grad_norm": 0.7108584642410278, |
| "learning_rate": 4.3e-05, |
| "loss": 0.0533, |
| "step": 1344 |
| }, |
| { |
| "epoch": 14.0, |
| "eval_LOCATION_f1": 0.9276595744680851, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9159663865546218, |
| "eval_LOCATION_recall": 0.9396551724137931, |
| "eval_ORGANIZATION_f1": 0.9245283018867925, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.91875, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03466002270579338, |
| "eval_overall_accuracy": 0.9879220422728521, |
| "eval_overall_f1": 0.9439601494396015, |
| "eval_overall_precision": 0.9358024691358025, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.245, |
| "eval_samples_per_second": 694.012, |
| "eval_steps_per_second": 12.247, |
| "step": 1344 |
| }, |
| { |
| "epoch": 15.0, |
| "grad_norm": 0.4726468324661255, |
| "learning_rate": 4.25e-05, |
| "loss": 0.051, |
| "step": 1440 |
| }, |
| { |
| "epoch": 15.0, |
| "eval_LOCATION_f1": 0.9367088607594937, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9173553719008265, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9337539432176657, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9308176100628931, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03434712067246437, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.9514321295143213, |
| "eval_overall_precision": 0.9432098765432099, |
| "eval_overall_recall": 0.9597989949748744, |
| "eval_runtime": 0.2429, |
| "eval_samples_per_second": 699.91, |
| "eval_steps_per_second": 12.351, |
| "step": 1440 |
| }, |
| { |
| "epoch": 16.0, |
| "grad_norm": 0.5781874060630798, |
| "learning_rate": 4.2e-05, |
| "loss": 0.0498, |
| "step": 1536 |
| }, |
| { |
| "epoch": 16.0, |
| "eval_LOCATION_f1": 0.9243697478991596, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9016393442622951, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9196141479099678, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.934640522875817, |
| "eval_ORGANIZATION_recall": 0.9050632911392406, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03455718606710434, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.94, |
| "eval_overall_precision": 0.9353233830845771, |
| "eval_overall_recall": 0.9447236180904522, |
| "eval_runtime": 0.2432, |
| "eval_samples_per_second": 698.89, |
| "eval_steps_per_second": 12.333, |
| "step": 1536 |
| }, |
| { |
| "epoch": 17.0, |
| "grad_norm": 0.1878691464662552, |
| "learning_rate": 4.15e-05, |
| "loss": 0.0452, |
| "step": 1632 |
| }, |
| { |
| "epoch": 17.0, |
| "eval_LOCATION_f1": 0.925, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.8951612903225806, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9171974522292994, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9230769230769231, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.035126231610774994, |
| "eval_overall_accuracy": 0.987098545155092, |
| "eval_overall_f1": 0.9414694894146949, |
| "eval_overall_precision": 0.9333333333333333, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2425, |
| "eval_samples_per_second": 700.995, |
| "eval_steps_per_second": 12.37, |
| "step": 1632 |
| }, |
| { |
| "epoch": 18.0, |
| "grad_norm": 0.7006422877311707, |
| "learning_rate": 4.1e-05, |
| "loss": 0.0437, |
| "step": 1728 |
| }, |
| { |
| "epoch": 18.0, |
| "eval_LOCATION_f1": 0.9282700421940928, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9090909090909091, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9433962264150944, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9375, |
| "eval_ORGANIZATION_recall": 0.9493670886075949, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.035111382603645325, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.9527363184079602, |
| "eval_overall_precision": 0.9433497536945813, |
| "eval_overall_recall": 0.9623115577889447, |
| "eval_runtime": 0.2425, |
| "eval_samples_per_second": 700.948, |
| "eval_steps_per_second": 12.37, |
| "step": 1728 |
| }, |
| { |
| "epoch": 19.0, |
| "grad_norm": 0.6293537616729736, |
| "learning_rate": 4.05e-05, |
| "loss": 0.0419, |
| "step": 1824 |
| }, |
| { |
| "epoch": 19.0, |
| "eval_LOCATION_f1": 0.9115044247787611, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9363636363636364, |
| "eval_LOCATION_recall": 0.8879310344827587, |
| "eval_ORGANIZATION_f1": 0.9375000000000001, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9259259259259259, |
| "eval_ORGANIZATION_recall": 0.9493670886075949, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03315844014286995, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.9447236180904522, |
| "eval_overall_precision": 0.9447236180904522, |
| "eval_overall_recall": 0.9447236180904522, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.628, |
| "eval_steps_per_second": 12.382, |
| "step": 1824 |
| }, |
| { |
| "epoch": 20.0, |
| "grad_norm": 0.43634268641471863, |
| "learning_rate": 4e-05, |
| "loss": 0.0409, |
| "step": 1920 |
| }, |
| { |
| "epoch": 20.0, |
| "eval_LOCATION_f1": 0.9310344827586207, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9310344827586207, |
| "eval_LOCATION_recall": 0.9310344827586207, |
| "eval_ORGANIZATION_f1": 0.9254658385093167, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9085365853658537, |
| "eval_ORGANIZATION_recall": 0.9430379746835443, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.035573337227106094, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.945273631840796, |
| "eval_overall_precision": 0.9359605911330049, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2427, |
| "eval_samples_per_second": 700.581, |
| "eval_steps_per_second": 12.363, |
| "step": 1920 |
| }, |
| { |
| "epoch": 21.0, |
| "grad_norm": 1.104005217552185, |
| "learning_rate": 3.9500000000000005e-05, |
| "loss": 0.0403, |
| "step": 2016 |
| }, |
| { |
| "epoch": 21.0, |
| "eval_LOCATION_f1": 0.925, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.8951612903225806, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9294871794871796, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9415584415584416, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.02913746051490307, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.9463171036204745, |
| "eval_overall_precision": 0.9404466501240695, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.518, |
| "eval_steps_per_second": 12.38, |
| "step": 2016 |
| }, |
| { |
| "epoch": 22.0, |
| "grad_norm": 0.9109427332878113, |
| "learning_rate": 3.9000000000000006e-05, |
| "loss": 0.0368, |
| "step": 2112 |
| }, |
| { |
| "epoch": 22.0, |
| "eval_LOCATION_f1": 0.9304347826086956, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9385964912280702, |
| "eval_LOCATION_recall": 0.9224137931034483, |
| "eval_ORGANIZATION_f1": 0.9337539432176657, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9308176100628931, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03580503910779953, |
| "eval_overall_accuracy": 0.9895690365083722, |
| "eval_overall_f1": 0.9473684210526316, |
| "eval_overall_precision": 0.945, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2428, |
| "eval_samples_per_second": 700.269, |
| "eval_steps_per_second": 12.358, |
| "step": 2112 |
| }, |
| { |
| "epoch": 23.0, |
| "grad_norm": 0.4533730745315552, |
| "learning_rate": 3.85e-05, |
| "loss": 0.0402, |
| "step": 2208 |
| }, |
| { |
| "epoch": 23.0, |
| "eval_LOCATION_f1": 0.9531914893617022, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9411764705882353, |
| "eval_LOCATION_recall": 0.9655172413793104, |
| "eval_ORGANIZATION_f1": 0.9337539432176657, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9308176100628931, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.02975594624876976, |
| "eval_overall_accuracy": 0.9903925336261323, |
| "eval_overall_f1": 0.9551122194513715, |
| "eval_overall_precision": 0.948019801980198, |
| "eval_overall_recall": 0.9623115577889447, |
| "eval_runtime": 0.2418, |
| "eval_samples_per_second": 703.141, |
| "eval_steps_per_second": 12.408, |
| "step": 2208 |
| }, |
| { |
| "epoch": 24.0, |
| "grad_norm": 0.4602113962173462, |
| "learning_rate": 3.8e-05, |
| "loss": 0.0353, |
| "step": 2304 |
| }, |
| { |
| "epoch": 24.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9363057324840764, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9423076923076923, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03227541968226433, |
| "eval_overall_accuracy": 0.9895690365083722, |
| "eval_overall_f1": 0.9536921151439299, |
| "eval_overall_precision": 0.9501246882793017, |
| "eval_overall_recall": 0.957286432160804, |
| "eval_runtime": 0.2439, |
| "eval_samples_per_second": 696.954, |
| "eval_steps_per_second": 12.299, |
| "step": 2304 |
| }, |
| { |
| "epoch": 25.0, |
| "grad_norm": 0.7048800587654114, |
| "learning_rate": 3.7500000000000003e-05, |
| "loss": 0.0332, |
| "step": 2400 |
| }, |
| { |
| "epoch": 25.0, |
| "eval_LOCATION_f1": 0.9456066945606694, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9186991869918699, |
| "eval_LOCATION_recall": 0.9741379310344828, |
| "eval_ORGANIZATION_f1": 0.9003215434083601, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9150326797385621, |
| "eval_ORGANIZATION_recall": 0.8860759493670886, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03731263801455498, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.94, |
| "eval_overall_precision": 0.9353233830845771, |
| "eval_overall_recall": 0.9447236180904522, |
| "eval_runtime": 0.2428, |
| "eval_samples_per_second": 700.288, |
| "eval_steps_per_second": 12.358, |
| "step": 2400 |
| }, |
| { |
| "epoch": 26.0, |
| "grad_norm": 0.6570234894752502, |
| "learning_rate": 3.7e-05, |
| "loss": 0.0343, |
| "step": 2496 |
| }, |
| { |
| "epoch": 26.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9211356466876972, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9182389937106918, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.040523938834667206, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.9476309226932669, |
| "eval_overall_precision": 0.9405940594059405, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.468, |
| "eval_steps_per_second": 12.379, |
| "step": 2496 |
| }, |
| { |
| "epoch": 27.0, |
| "grad_norm": 0.9857751131057739, |
| "learning_rate": 3.65e-05, |
| "loss": 0.0342, |
| "step": 2592 |
| }, |
| { |
| "epoch": 27.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9363057324840764, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9423076923076923, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03457554057240486, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.951310861423221, |
| "eval_overall_precision": 0.9454094292803971, |
| "eval_overall_recall": 0.957286432160804, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.06, |
| "eval_steps_per_second": 12.389, |
| "step": 2592 |
| }, |
| { |
| "epoch": 28.0, |
| "grad_norm": 0.46330365538597107, |
| "learning_rate": 3.6e-05, |
| "loss": 0.032, |
| "step": 2688 |
| }, |
| { |
| "epoch": 28.0, |
| "eval_LOCATION_f1": 0.923076923076923, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9152542372881356, |
| "eval_LOCATION_recall": 0.9310344827586207, |
| "eval_ORGANIZATION_f1": 0.9299363057324842, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9358974358974359, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04411082714796066, |
| "eval_overall_accuracy": 0.987098545155092, |
| "eval_overall_f1": 0.9436795994993743, |
| "eval_overall_precision": 0.940149625935162, |
| "eval_overall_recall": 0.9472361809045227, |
| "eval_runtime": 0.2418, |
| "eval_samples_per_second": 703.003, |
| "eval_steps_per_second": 12.406, |
| "step": 2688 |
| }, |
| { |
| "epoch": 29.0, |
| "grad_norm": 0.4757544696331024, |
| "learning_rate": 3.55e-05, |
| "loss": 0.0275, |
| "step": 2784 |
| }, |
| { |
| "epoch": 29.0, |
| "eval_LOCATION_f1": 0.9396551724137931, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9396551724137931, |
| "eval_LOCATION_recall": 0.9396551724137931, |
| "eval_ORGANIZATION_f1": 0.9221183800623053, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9079754601226994, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04470400512218475, |
| "eval_overall_accuracy": 0.9876475432335987, |
| "eval_overall_f1": 0.9476309226932669, |
| "eval_overall_precision": 0.9405940594059405, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.242, |
| "eval_samples_per_second": 702.55, |
| "eval_steps_per_second": 12.398, |
| "step": 2784 |
| }, |
| { |
| "epoch": 30.0, |
| "grad_norm": 1.0357615947723389, |
| "learning_rate": 3.5e-05, |
| "loss": 0.0273, |
| "step": 2880 |
| }, |
| { |
| "epoch": 30.0, |
| "eval_LOCATION_f1": 0.9304347826086956, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9385964912280702, |
| "eval_LOCATION_recall": 0.9224137931034483, |
| "eval_ORGANIZATION_f1": 0.9316770186335404, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9146341463414634, |
| "eval_ORGANIZATION_recall": 0.9493670886075949, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.043819691985845566, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.9488139825218478, |
| "eval_overall_precision": 0.9429280397022333, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.271, |
| "eval_steps_per_second": 12.393, |
| "step": 2880 |
| }, |
| { |
| "epoch": 31.0, |
| "grad_norm": 0.5754586458206177, |
| "learning_rate": 3.45e-05, |
| "loss": 0.0287, |
| "step": 2976 |
| }, |
| { |
| "epoch": 31.0, |
| "eval_LOCATION_f1": 0.9411764705882353, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9180327868852459, |
| "eval_LOCATION_recall": 0.9655172413793104, |
| "eval_ORGANIZATION_f1": 0.9290322580645162, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9473684210526315, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.035712841898202896, |
| "eval_overall_accuracy": 0.990118034586879, |
| "eval_overall_f1": 0.9498746867167919, |
| "eval_overall_precision": 0.9475, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.242, |
| "eval_samples_per_second": 702.469, |
| "eval_steps_per_second": 12.397, |
| "step": 2976 |
| }, |
| { |
| "epoch": 32.0, |
| "grad_norm": 0.4603827893733978, |
| "learning_rate": 3.4000000000000007e-05, |
| "loss": 0.0274, |
| "step": 3072 |
| }, |
| { |
| "epoch": 32.0, |
| "eval_LOCATION_f1": 0.9288702928870294, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9024390243902439, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9131832797427653, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9281045751633987, |
| "eval_ORGANIZATION_recall": 0.8987341772151899, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04034664109349251, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.94, |
| "eval_overall_precision": 0.9353233830845771, |
| "eval_overall_recall": 0.9447236180904522, |
| "eval_runtime": 0.2418, |
| "eval_samples_per_second": 703.177, |
| "eval_steps_per_second": 12.409, |
| "step": 3072 |
| }, |
| { |
| "epoch": 33.0, |
| "grad_norm": 0.4669646620750427, |
| "learning_rate": 3.35e-05, |
| "loss": 0.0284, |
| "step": 3168 |
| }, |
| { |
| "epoch": 33.0, |
| "eval_LOCATION_f1": 0.9327731092436975, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9098360655737705, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9196141479099678, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.934640522875817, |
| "eval_ORGANIZATION_recall": 0.9050632911392406, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04073726758360863, |
| "eval_overall_accuracy": 0.9879220422728521, |
| "eval_overall_f1": 0.9436795994993743, |
| "eval_overall_precision": 0.940149625935162, |
| "eval_overall_recall": 0.9472361809045227, |
| "eval_runtime": 0.2426, |
| "eval_samples_per_second": 700.664, |
| "eval_steps_per_second": 12.365, |
| "step": 3168 |
| }, |
| { |
| "epoch": 34.0, |
| "grad_norm": 0.14242352545261383, |
| "learning_rate": 3.3e-05, |
| "loss": 0.0269, |
| "step": 3264 |
| }, |
| { |
| "epoch": 34.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9312499999999999, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9197530864197531, |
| "eval_ORGANIZATION_recall": 0.9430379746835443, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04001469165086746, |
| "eval_overall_accuracy": 0.9895690365083722, |
| "eval_overall_f1": 0.9515527950310558, |
| "eval_overall_precision": 0.941031941031941, |
| "eval_overall_recall": 0.9623115577889447, |
| "eval_runtime": 0.2432, |
| "eval_samples_per_second": 698.955, |
| "eval_steps_per_second": 12.334, |
| "step": 3264 |
| }, |
| { |
| "epoch": 35.0, |
| "grad_norm": 0.5518023371696472, |
| "learning_rate": 3.2500000000000004e-05, |
| "loss": 0.0245, |
| "step": 3360 |
| }, |
| { |
| "epoch": 35.0, |
| "eval_LOCATION_f1": 0.935064935064935, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9391304347826087, |
| "eval_LOCATION_recall": 0.9310344827586207, |
| "eval_ORGANIZATION_f1": 0.9226006191950465, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9030303030303031, |
| "eval_ORGANIZATION_recall": 0.9430379746835443, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03874511644244194, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.945273631840796, |
| "eval_overall_precision": 0.9359605911330049, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2431, |
| "eval_samples_per_second": 699.42, |
| "eval_steps_per_second": 12.343, |
| "step": 3360 |
| }, |
| { |
| "epoch": 36.0, |
| "grad_norm": 1.2177473306655884, |
| "learning_rate": 3.2000000000000005e-05, |
| "loss": 0.0251, |
| "step": 3456 |
| }, |
| { |
| "epoch": 36.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9308176100628932, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.925, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03678901121020317, |
| "eval_overall_accuracy": 0.9895690365083722, |
| "eval_overall_f1": 0.9514321295143213, |
| "eval_overall_precision": 0.9432098765432099, |
| "eval_overall_recall": 0.9597989949748744, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.694, |
| "eval_steps_per_second": 12.383, |
| "step": 3456 |
| }, |
| { |
| "epoch": 37.0, |
| "grad_norm": 1.4173684120178223, |
| "learning_rate": 3.15e-05, |
| "loss": 0.0243, |
| "step": 3552 |
| }, |
| { |
| "epoch": 37.0, |
| "eval_LOCATION_f1": 0.9356223175965666, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9316239316239316, |
| "eval_LOCATION_recall": 0.9396551724137931, |
| "eval_ORGANIZATION_f1": 0.9333333333333332, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9363057324840764, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03889763355255127, |
| "eval_overall_accuracy": 0.9895690365083722, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2444, |
| "eval_samples_per_second": 695.549, |
| "eval_steps_per_second": 12.274, |
| "step": 3552 |
| }, |
| { |
| "epoch": 38.0, |
| "grad_norm": 0.6296694874763489, |
| "learning_rate": 3.1e-05, |
| "loss": 0.0242, |
| "step": 3648 |
| }, |
| { |
| "epoch": 38.0, |
| "eval_LOCATION_f1": 0.9113924050632911, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.8925619834710744, |
| "eval_LOCATION_recall": 0.9310344827586207, |
| "eval_ORGANIZATION_f1": 0.9235668789808917, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9294871794871795, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04012976959347725, |
| "eval_overall_accuracy": 0.9879220422728521, |
| "eval_overall_f1": 0.9388264669163546, |
| "eval_overall_precision": 0.9330024813895782, |
| "eval_overall_recall": 0.9447236180904522, |
| "eval_runtime": 0.2429, |
| "eval_samples_per_second": 699.989, |
| "eval_steps_per_second": 12.353, |
| "step": 3648 |
| }, |
| { |
| "epoch": 39.0, |
| "grad_norm": 0.07241743803024292, |
| "learning_rate": 3.05e-05, |
| "loss": 0.0244, |
| "step": 3744 |
| }, |
| { |
| "epoch": 39.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9329073482428115, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9419354838709677, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04065397381782532, |
| "eval_overall_accuracy": 0.9876475432335987, |
| "eval_overall_f1": 0.95, |
| "eval_overall_precision": 0.945273631840796, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.128, |
| "eval_steps_per_second": 12.39, |
| "step": 3744 |
| }, |
| { |
| "epoch": 40.0, |
| "grad_norm": 0.13085119426250458, |
| "learning_rate": 3e-05, |
| "loss": 0.0211, |
| "step": 3840 |
| }, |
| { |
| "epoch": 40.0, |
| "eval_LOCATION_f1": 0.9361702127659575, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9243697478991597, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9375000000000001, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9259259259259259, |
| "eval_ORGANIZATION_recall": 0.9493670886075949, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04333576187491417, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.9515527950310558, |
| "eval_overall_precision": 0.941031941031941, |
| "eval_overall_recall": 0.9623115577889447, |
| "eval_runtime": 0.2428, |
| "eval_samples_per_second": 700.162, |
| "eval_steps_per_second": 12.356, |
| "step": 3840 |
| }, |
| { |
| "epoch": 41.0, |
| "grad_norm": 0.029861435294151306, |
| "learning_rate": 2.95e-05, |
| "loss": 0.0223, |
| "step": 3936 |
| }, |
| { |
| "epoch": 41.0, |
| "eval_LOCATION_f1": 0.944206008583691, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9401709401709402, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9278996865203761, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9192546583850931, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03654933720827103, |
| "eval_overall_accuracy": 0.9892945374691189, |
| "eval_overall_f1": 0.9501246882793017, |
| "eval_overall_precision": 0.943069306930693, |
| "eval_overall_recall": 0.957286432160804, |
| "eval_runtime": 0.2424, |
| "eval_samples_per_second": 701.253, |
| "eval_steps_per_second": 12.375, |
| "step": 3936 |
| }, |
| { |
| "epoch": 42.0, |
| "grad_norm": 0.09470277279615402, |
| "learning_rate": 2.9e-05, |
| "loss": 0.0224, |
| "step": 4032 |
| }, |
| { |
| "epoch": 42.0, |
| "eval_LOCATION_f1": 0.94017094017094, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9322033898305084, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9278996865203761, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9192546583850931, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.039208512753248215, |
| "eval_overall_accuracy": 0.9895690365083722, |
| "eval_overall_f1": 0.9489414694894147, |
| "eval_overall_precision": 0.9407407407407408, |
| "eval_overall_recall": 0.957286432160804, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.592, |
| "eval_steps_per_second": 12.381, |
| "step": 4032 |
| }, |
| { |
| "epoch": 43.0, |
| "grad_norm": 0.29208576679229736, |
| "learning_rate": 2.8499999999999998e-05, |
| "loss": 0.0197, |
| "step": 4128 |
| }, |
| { |
| "epoch": 43.0, |
| "eval_LOCATION_f1": 0.9316239316239315, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.923728813559322, |
| "eval_LOCATION_recall": 0.9396551724137931, |
| "eval_ORGANIZATION_f1": 0.9274447949526813, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9245283018867925, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9761904761904763, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9609375, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03720787167549133, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.9439601494396015, |
| "eval_overall_precision": 0.9358024691358025, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.242, |
| "eval_samples_per_second": 702.453, |
| "eval_steps_per_second": 12.396, |
| "step": 4128 |
| }, |
| { |
| "epoch": 44.0, |
| "grad_norm": 0.3295332193374634, |
| "learning_rate": 2.8000000000000003e-05, |
| "loss": 0.022, |
| "step": 4224 |
| }, |
| { |
| "epoch": 44.0, |
| "eval_LOCATION_f1": 0.9446808510638298, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9327731092436975, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9177215189873418, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9177215189873418, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04005124792456627, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.9451371571072318, |
| "eval_overall_precision": 0.9381188118811881, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2427, |
| "eval_samples_per_second": 700.36, |
| "eval_steps_per_second": 12.359, |
| "step": 4224 |
| }, |
| { |
| "epoch": 45.0, |
| "grad_norm": 1.0696682929992676, |
| "learning_rate": 2.7500000000000004e-05, |
| "loss": 0.0192, |
| "step": 4320 |
| }, |
| { |
| "epoch": 45.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926517571884984, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9354838709677419, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04148309305310249, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2424, |
| "eval_samples_per_second": 701.317, |
| "eval_steps_per_second": 12.376, |
| "step": 4320 |
| }, |
| { |
| "epoch": 46.0, |
| "grad_norm": 0.5310882925987244, |
| "learning_rate": 2.7000000000000002e-05, |
| "loss": 0.0197, |
| "step": 4416 |
| }, |
| { |
| "epoch": 46.0, |
| "eval_LOCATION_f1": 0.9456066945606694, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9186991869918699, |
| "eval_LOCATION_recall": 0.9741379310344828, |
| "eval_ORGANIZATION_f1": 0.9274447949526813, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9245283018867925, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03862782195210457, |
| "eval_overall_accuracy": 0.990118034586879, |
| "eval_overall_f1": 0.9503722084367245, |
| "eval_overall_precision": 0.9387254901960784, |
| "eval_overall_recall": 0.9623115577889447, |
| "eval_runtime": 0.2435, |
| "eval_samples_per_second": 698.028, |
| "eval_steps_per_second": 12.318, |
| "step": 4416 |
| }, |
| { |
| "epoch": 47.0, |
| "grad_norm": 0.36547964811325073, |
| "learning_rate": 2.6500000000000004e-05, |
| "loss": 0.02, |
| "step": 4512 |
| }, |
| { |
| "epoch": 47.0, |
| "eval_LOCATION_f1": 0.944206008583691, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9401709401709402, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.940809968847352, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9263803680981595, |
| "eval_ORGANIZATION_recall": 0.9556962025316456, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.042170971632003784, |
| "eval_overall_accuracy": 0.9892945374691189, |
| "eval_overall_f1": 0.9540372670807453, |
| "eval_overall_precision": 0.9434889434889435, |
| "eval_overall_recall": 0.964824120603015, |
| "eval_runtime": 0.2438, |
| "eval_samples_per_second": 697.197, |
| "eval_steps_per_second": 12.303, |
| "step": 4512 |
| }, |
| { |
| "epoch": 48.0, |
| "grad_norm": 0.4364250600337982, |
| "learning_rate": 2.6000000000000002e-05, |
| "loss": 0.0192, |
| "step": 4608 |
| }, |
| { |
| "epoch": 48.0, |
| "eval_LOCATION_f1": 0.9411764705882353, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9180327868852459, |
| "eval_LOCATION_recall": 0.9655172413793104, |
| "eval_ORGANIZATION_f1": 0.923076923076923, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.935064935064935, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.03884365037083626, |
| "eval_overall_accuracy": 0.9879220422728521, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2413, |
| "eval_samples_per_second": 704.424, |
| "eval_steps_per_second": 12.431, |
| "step": 4608 |
| }, |
| { |
| "epoch": 49.0, |
| "grad_norm": 0.6926938891410828, |
| "learning_rate": 2.5500000000000003e-05, |
| "loss": 0.0182, |
| "step": 4704 |
| }, |
| { |
| "epoch": 49.0, |
| "eval_LOCATION_f1": 0.9535864978902953, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9338842975206612, |
| "eval_LOCATION_recall": 0.9741379310344828, |
| "eval_ORGANIZATION_f1": 0.9430379746835443, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9430379746835443, |
| "eval_ORGANIZATION_recall": 0.9430379746835443, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04192095994949341, |
| "eval_overall_accuracy": 0.9895690365083722, |
| "eval_overall_f1": 0.9600997506234414, |
| "eval_overall_precision": 0.9529702970297029, |
| "eval_overall_recall": 0.9673366834170855, |
| "eval_runtime": 0.2413, |
| "eval_samples_per_second": 704.587, |
| "eval_steps_per_second": 12.434, |
| "step": 4704 |
| }, |
| { |
| "epoch": 50.0, |
| "grad_norm": 0.5129674673080444, |
| "learning_rate": 2.5e-05, |
| "loss": 0.0182, |
| "step": 4800 |
| }, |
| { |
| "epoch": 50.0, |
| "eval_LOCATION_f1": 0.9491525423728815, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9333333333333333, |
| "eval_LOCATION_recall": 0.9655172413793104, |
| "eval_ORGANIZATION_f1": 0.9142857142857144, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9171974522292994, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04355218634009361, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.9451371571072318, |
| "eval_overall_precision": 0.9381188118811881, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.06, |
| "eval_steps_per_second": 12.389, |
| "step": 4800 |
| }, |
| { |
| "epoch": 51.0, |
| "grad_norm": 0.3724958598613739, |
| "learning_rate": 2.45e-05, |
| "loss": 0.0196, |
| "step": 4896 |
| }, |
| { |
| "epoch": 51.0, |
| "eval_LOCATION_f1": 0.9367088607594937, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9173553719008265, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9294871794871796, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9415584415584416, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9761904761904763, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9609375, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04640508443117142, |
| "eval_overall_accuracy": 0.9876475432335987, |
| "eval_overall_f1": 0.9463171036204745, |
| "eval_overall_precision": 0.9404466501240695, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2424, |
| "eval_samples_per_second": 701.373, |
| "eval_steps_per_second": 12.377, |
| "step": 4896 |
| }, |
| { |
| "epoch": 52.0, |
| "grad_norm": 0.4651976525783539, |
| "learning_rate": 2.4e-05, |
| "loss": 0.016, |
| "step": 4992 |
| }, |
| { |
| "epoch": 52.0, |
| "eval_LOCATION_f1": 0.9288702928870294, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9024390243902439, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.923076923076923, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.935064935064935, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9761904761904763, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9609375, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04982294142246246, |
| "eval_overall_accuracy": 0.987098545155092, |
| "eval_overall_f1": 0.9414694894146949, |
| "eval_overall_precision": 0.9333333333333333, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2422, |
| "eval_samples_per_second": 702.013, |
| "eval_steps_per_second": 12.388, |
| "step": 4992 |
| }, |
| { |
| "epoch": 53.0, |
| "grad_norm": 0.3692150413990021, |
| "learning_rate": 2.35e-05, |
| "loss": 0.0174, |
| "step": 5088 |
| }, |
| { |
| "epoch": 53.0, |
| "eval_LOCATION_f1": 0.944206008583691, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9401709401709402, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9426751592356688, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9487179487179487, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9761904761904763, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9609375, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.047746025025844574, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.9536921151439299, |
| "eval_overall_precision": 0.9501246882793017, |
| "eval_overall_recall": 0.957286432160804, |
| "eval_runtime": 0.2418, |
| "eval_samples_per_second": 703.203, |
| "eval_steps_per_second": 12.409, |
| "step": 5088 |
| }, |
| { |
| "epoch": 54.0, |
| "grad_norm": 2.322037935256958, |
| "learning_rate": 2.3000000000000003e-05, |
| "loss": 0.0156, |
| "step": 5184 |
| }, |
| { |
| "epoch": 54.0, |
| "eval_LOCATION_f1": 0.944206008583691, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9401709401709402, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9363057324840764, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9423076923076923, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05073067173361778, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.9523809523809523, |
| "eval_overall_precision": 0.95, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2418, |
| "eval_samples_per_second": 703.172, |
| "eval_steps_per_second": 12.409, |
| "step": 5184 |
| }, |
| { |
| "epoch": 55.0, |
| "grad_norm": 0.8182074427604675, |
| "learning_rate": 2.25e-05, |
| "loss": 0.0161, |
| "step": 5280 |
| }, |
| { |
| "epoch": 55.0, |
| "eval_LOCATION_f1": 0.944206008583691, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9401709401709402, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9235668789808917, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9294871794871795, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04936642944812775, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.9473684210526316, |
| "eval_overall_precision": 0.945, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2422, |
| "eval_samples_per_second": 701.981, |
| "eval_steps_per_second": 12.388, |
| "step": 5280 |
| }, |
| { |
| "epoch": 56.0, |
| "grad_norm": 0.47536519169807434, |
| "learning_rate": 2.2000000000000003e-05, |
| "loss": 0.0154, |
| "step": 5376 |
| }, |
| { |
| "epoch": 56.0, |
| "eval_LOCATION_f1": 0.9322033898305084, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9166666666666666, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9177215189873418, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9177215189873418, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04633556678891182, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.9426433915211971, |
| "eval_overall_precision": 0.9356435643564357, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.149, |
| "eval_steps_per_second": 12.391, |
| "step": 5376 |
| }, |
| { |
| "epoch": 57.0, |
| "grad_norm": 0.4734033942222595, |
| "learning_rate": 2.15e-05, |
| "loss": 0.0159, |
| "step": 5472 |
| }, |
| { |
| "epoch": 57.0, |
| "eval_LOCATION_f1": 0.9482758620689655, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9482758620689655, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9245283018867925, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.91875, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04754474759101868, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.95, |
| "eval_overall_precision": 0.945273631840796, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2424, |
| "eval_samples_per_second": 701.32, |
| "eval_steps_per_second": 12.376, |
| "step": 5472 |
| }, |
| { |
| "epoch": 58.0, |
| "grad_norm": 0.09098278731107712, |
| "learning_rate": 2.1e-05, |
| "loss": 0.0159, |
| "step": 5568 |
| }, |
| { |
| "epoch": 58.0, |
| "eval_LOCATION_f1": 0.9327731092436975, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9098360655737705, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9260450160771704, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9411764705882353, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.049943216145038605, |
| "eval_overall_accuracy": 0.9873730441943454, |
| "eval_overall_f1": 0.9461827284105131, |
| "eval_overall_precision": 0.942643391521197, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.712, |
| "eval_steps_per_second": 12.383, |
| "step": 5568 |
| }, |
| { |
| "epoch": 59.0, |
| "grad_norm": 0.28300827741622925, |
| "learning_rate": 2.05e-05, |
| "loss": 0.0154, |
| "step": 5664 |
| }, |
| { |
| "epoch": 59.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926984126984127, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9299363057324841, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04638950154185295, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.9476309226932669, |
| "eval_overall_precision": 0.9405940594059405, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2422, |
| "eval_samples_per_second": 701.998, |
| "eval_steps_per_second": 12.388, |
| "step": 5664 |
| }, |
| { |
| "epoch": 60.0, |
| "grad_norm": 0.24135783314704895, |
| "learning_rate": 2e-05, |
| "loss": 0.0146, |
| "step": 5760 |
| }, |
| { |
| "epoch": 60.0, |
| "eval_LOCATION_f1": 0.9372384937238494, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9105691056910569, |
| "eval_LOCATION_recall": 0.9655172413793104, |
| "eval_ORGANIZATION_f1": 0.9396825396825397, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9426751592356688, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05022583156824112, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.9515527950310558, |
| "eval_overall_precision": 0.941031941031941, |
| "eval_overall_recall": 0.9623115577889447, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.667, |
| "eval_steps_per_second": 12.382, |
| "step": 5760 |
| }, |
| { |
| "epoch": 61.0, |
| "grad_norm": 0.48841485381126404, |
| "learning_rate": 1.9500000000000003e-05, |
| "loss": 0.0164, |
| "step": 5856 |
| }, |
| { |
| "epoch": 61.0, |
| "eval_LOCATION_f1": 0.9411764705882353, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9180327868852459, |
| "eval_LOCATION_recall": 0.9655172413793104, |
| "eval_ORGANIZATION_f1": 0.926984126984127, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9299363057324841, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.047981929033994675, |
| "eval_overall_accuracy": 0.9879220422728521, |
| "eval_overall_f1": 0.9501246882793017, |
| "eval_overall_precision": 0.943069306930693, |
| "eval_overall_recall": 0.957286432160804, |
| "eval_runtime": 0.2422, |
| "eval_samples_per_second": 701.864, |
| "eval_steps_per_second": 12.386, |
| "step": 5856 |
| }, |
| { |
| "epoch": 62.0, |
| "grad_norm": 0.623166024684906, |
| "learning_rate": 1.9e-05, |
| "loss": 0.0126, |
| "step": 5952 |
| }, |
| { |
| "epoch": 62.0, |
| "eval_LOCATION_f1": 0.925, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.8951612903225806, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9102564102564102, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.922077922077922, |
| "eval_ORGANIZATION_recall": 0.8987341772151899, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05383405089378357, |
| "eval_overall_accuracy": 0.987098545155092, |
| "eval_overall_f1": 0.9376558603491272, |
| "eval_overall_precision": 0.9306930693069307, |
| "eval_overall_recall": 0.9447236180904522, |
| "eval_runtime": 0.242, |
| "eval_samples_per_second": 702.589, |
| "eval_steps_per_second": 12.399, |
| "step": 5952 |
| }, |
| { |
| "epoch": 63.0, |
| "grad_norm": 0.06195319816470146, |
| "learning_rate": 1.85e-05, |
| "loss": 0.0142, |
| "step": 6048 |
| }, |
| { |
| "epoch": 63.0, |
| "eval_LOCATION_f1": 0.9572649572649573, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9491525423728814, |
| "eval_LOCATION_recall": 0.9655172413793104, |
| "eval_ORGANIZATION_f1": 0.9206349206349206, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9235668789808917, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9879518072289156, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.050431687384843826, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.9523809523809523, |
| "eval_overall_precision": 0.95, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2441, |
| "eval_samples_per_second": 696.509, |
| "eval_steps_per_second": 12.291, |
| "step": 6048 |
| }, |
| { |
| "epoch": 64.0, |
| "grad_norm": 0.38351964950561523, |
| "learning_rate": 1.8e-05, |
| "loss": 0.0131, |
| "step": 6144 |
| }, |
| { |
| "epoch": 64.0, |
| "eval_LOCATION_f1": 0.9568965517241379, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9568965517241379, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9463722397476341, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9433962264150944, |
| "eval_ORGANIZATION_recall": 0.9493670886075949, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04740133136510849, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.96, |
| "eval_overall_precision": 0.9552238805970149, |
| "eval_overall_recall": 0.964824120603015, |
| "eval_runtime": 0.242, |
| "eval_samples_per_second": 702.471, |
| "eval_steps_per_second": 12.397, |
| "step": 6144 |
| }, |
| { |
| "epoch": 65.0, |
| "grad_norm": 0.42032256722450256, |
| "learning_rate": 1.75e-05, |
| "loss": 0.0144, |
| "step": 6240 |
| }, |
| { |
| "epoch": 65.0, |
| "eval_LOCATION_f1": 0.9451476793248945, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9256198347107438, |
| "eval_LOCATION_recall": 0.9655172413793104, |
| "eval_ORGANIZATION_f1": 0.926517571884984, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9354838709677419, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9799196787148594, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.976, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05012889206409454, |
| "eval_overall_accuracy": 0.9876475432335987, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2428, |
| "eval_samples_per_second": 700.183, |
| "eval_steps_per_second": 12.356, |
| "step": 6240 |
| }, |
| { |
| "epoch": 66.0, |
| "grad_norm": 0.6347458362579346, |
| "learning_rate": 1.7000000000000003e-05, |
| "loss": 0.0135, |
| "step": 6336 |
| }, |
| { |
| "epoch": 66.0, |
| "eval_LOCATION_f1": 0.9446808510638298, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9327731092436975, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9240506329113924, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9240506329113924, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05208972468972206, |
| "eval_overall_accuracy": 0.9876475432335987, |
| "eval_overall_f1": 0.9476309226932669, |
| "eval_overall_precision": 0.9405940594059405, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2429, |
| "eval_samples_per_second": 699.867, |
| "eval_steps_per_second": 12.351, |
| "step": 6336 |
| }, |
| { |
| "epoch": 67.0, |
| "grad_norm": 1.0222524404525757, |
| "learning_rate": 1.65e-05, |
| "loss": 0.0162, |
| "step": 6432 |
| }, |
| { |
| "epoch": 67.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9201277955271565, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9290322580645162, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05340787023305893, |
| "eval_overall_accuracy": 0.9862750480373319, |
| "eval_overall_f1": 0.9450000000000001, |
| "eval_overall_precision": 0.9402985074626866, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2417, |
| "eval_samples_per_second": 703.351, |
| "eval_steps_per_second": 12.412, |
| "step": 6432 |
| }, |
| { |
| "epoch": 68.0, |
| "grad_norm": 0.6841771006584167, |
| "learning_rate": 1.6000000000000003e-05, |
| "loss": 0.0136, |
| "step": 6528 |
| }, |
| { |
| "epoch": 68.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9363057324840764, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9423076923076923, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05373825877904892, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.9525, |
| "eval_overall_precision": 0.9477611940298507, |
| "eval_overall_recall": 0.957286432160804, |
| "eval_runtime": 0.2419, |
| "eval_samples_per_second": 702.784, |
| "eval_steps_per_second": 12.402, |
| "step": 6528 |
| }, |
| { |
| "epoch": 69.0, |
| "grad_norm": 1.1261268854141235, |
| "learning_rate": 1.55e-05, |
| "loss": 0.0138, |
| "step": 6624 |
| }, |
| { |
| "epoch": 69.0, |
| "eval_LOCATION_f1": 0.9361702127659575, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9243697478991597, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9363057324840764, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9423076923076923, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05131537467241287, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.951188986232791, |
| "eval_overall_precision": 0.9476309226932669, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.112, |
| "eval_steps_per_second": 12.39, |
| "step": 6624 |
| }, |
| { |
| "epoch": 70.0, |
| "grad_norm": 0.47885391116142273, |
| "learning_rate": 1.5e-05, |
| "loss": 0.0135, |
| "step": 6720 |
| }, |
| { |
| "epoch": 70.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926984126984127, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9299363057324841, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05541845038533211, |
| "eval_overall_accuracy": 0.987098545155092, |
| "eval_overall_f1": 0.9476309226932669, |
| "eval_overall_precision": 0.9405940594059405, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2426, |
| "eval_samples_per_second": 700.621, |
| "eval_steps_per_second": 12.364, |
| "step": 6720 |
| }, |
| { |
| "epoch": 71.0, |
| "grad_norm": 0.29839274287223816, |
| "learning_rate": 1.45e-05, |
| "loss": 0.0121, |
| "step": 6816 |
| }, |
| { |
| "epoch": 71.0, |
| "eval_LOCATION_f1": 0.9482758620689655, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9482758620689655, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9341692789968652, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9254658385093167, |
| "eval_ORGANIZATION_recall": 0.9430379746835443, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05237449333071709, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.9538077403245941, |
| "eval_overall_precision": 0.9478908188585607, |
| "eval_overall_recall": 0.9597989949748744, |
| "eval_runtime": 0.2432, |
| "eval_samples_per_second": 698.886, |
| "eval_steps_per_second": 12.333, |
| "step": 6816 |
| }, |
| { |
| "epoch": 72.0, |
| "grad_norm": 1.4181568622589111, |
| "learning_rate": 1.4000000000000001e-05, |
| "loss": 0.0131, |
| "step": 6912 |
| }, |
| { |
| "epoch": 72.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9235668789808917, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9294871794871795, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05246526002883911, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.9463171036204745, |
| "eval_overall_precision": 0.9404466501240695, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.097, |
| "eval_steps_per_second": 12.39, |
| "step": 6912 |
| }, |
| { |
| "epoch": 73.0, |
| "grad_norm": 0.5246819853782654, |
| "learning_rate": 1.3500000000000001e-05, |
| "loss": 0.0129, |
| "step": 7008 |
| }, |
| { |
| "epoch": 73.0, |
| "eval_LOCATION_f1": 0.9322033898305084, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9166666666666666, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.926517571884984, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9354838709677419, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9721115537848605, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9606299212598425, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05284268409013748, |
| "eval_overall_accuracy": 0.9876475432335987, |
| "eval_overall_f1": 0.9425, |
| "eval_overall_precision": 0.9378109452736318, |
| "eval_overall_recall": 0.9472361809045227, |
| "eval_runtime": 0.2425, |
| "eval_samples_per_second": 701.026, |
| "eval_steps_per_second": 12.371, |
| "step": 7008 |
| }, |
| { |
| "epoch": 74.0, |
| "grad_norm": 0.1629040539264679, |
| "learning_rate": 1.3000000000000001e-05, |
| "loss": 0.0118, |
| "step": 7104 |
| }, |
| { |
| "epoch": 74.0, |
| "eval_LOCATION_f1": 0.9361702127659575, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9243697478991597, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9329073482428115, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9419354838709677, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9721115537848605, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9606299212598425, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05083697289228439, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.9461827284105131, |
| "eval_overall_precision": 0.942643391521197, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2416, |
| "eval_samples_per_second": 703.535, |
| "eval_steps_per_second": 12.415, |
| "step": 7104 |
| }, |
| { |
| "epoch": 75.0, |
| "grad_norm": 0.34347105026245117, |
| "learning_rate": 1.25e-05, |
| "loss": 0.0109, |
| "step": 7200 |
| }, |
| { |
| "epoch": 75.0, |
| "eval_LOCATION_f1": 0.9367088607594937, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9173553719008265, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926517571884984, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9354838709677419, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9682539682539683, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.953125, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.053751371800899506, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.9426433915211971, |
| "eval_overall_precision": 0.9356435643564357, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.067, |
| "eval_steps_per_second": 12.389, |
| "step": 7200 |
| }, |
| { |
| "epoch": 76.0, |
| "grad_norm": 0.0426780991256237, |
| "learning_rate": 1.2e-05, |
| "loss": 0.0115, |
| "step": 7296 |
| }, |
| { |
| "epoch": 76.0, |
| "eval_LOCATION_f1": 0.9367088607594937, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9173553719008265, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9294871794871796, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9415584415584416, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9682539682539683, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.953125, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05429477617144585, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.9438202247191011, |
| "eval_overall_precision": 0.9379652605459057, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2446, |
| "eval_samples_per_second": 695.028, |
| "eval_steps_per_second": 12.265, |
| "step": 7296 |
| }, |
| { |
| "epoch": 77.0, |
| "grad_norm": 0.332469642162323, |
| "learning_rate": 1.1500000000000002e-05, |
| "loss": 0.0121, |
| "step": 7392 |
| }, |
| { |
| "epoch": 77.0, |
| "eval_LOCATION_f1": 0.9367088607594937, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9173553719008265, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9201277955271565, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9290322580645162, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9721115537848605, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9606299212598425, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05492376908659935, |
| "eval_overall_accuracy": 0.9873730441943454, |
| "eval_overall_f1": 0.9413233458177278, |
| "eval_overall_precision": 0.9354838709677419, |
| "eval_overall_recall": 0.9472361809045227, |
| "eval_runtime": 0.242, |
| "eval_samples_per_second": 702.433, |
| "eval_steps_per_second": 12.396, |
| "step": 7392 |
| }, |
| { |
| "epoch": 78.0, |
| "grad_norm": 0.5249147415161133, |
| "learning_rate": 1.1000000000000001e-05, |
| "loss": 0.0116, |
| "step": 7488 |
| }, |
| { |
| "epoch": 78.0, |
| "eval_LOCATION_f1": 0.9367088607594937, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9173553719008265, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9044585987261147, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9102564102564102, |
| "eval_ORGANIZATION_recall": 0.8987341772151899, |
| "eval_PERSON_f1": 0.9721115537848605, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9606299212598425, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05314483493566513, |
| "eval_overall_accuracy": 0.9862750480373319, |
| "eval_overall_f1": 0.9351620947630923, |
| "eval_overall_precision": 0.9282178217821783, |
| "eval_overall_recall": 0.9422110552763819, |
| "eval_runtime": 0.2432, |
| "eval_samples_per_second": 698.87, |
| "eval_steps_per_second": 12.333, |
| "step": 7488 |
| }, |
| { |
| "epoch": 79.0, |
| "grad_norm": 0.028825916349887848, |
| "learning_rate": 1.05e-05, |
| "loss": 0.0131, |
| "step": 7584 |
| }, |
| { |
| "epoch": 79.0, |
| "eval_LOCATION_f1": 0.944206008583691, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9401709401709402, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9526813880126183, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.949685534591195, |
| "eval_ORGANIZATION_recall": 0.9556962025316456, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.04911971837282181, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.958801498127341, |
| "eval_overall_precision": 0.9528535980148883, |
| "eval_overall_recall": 0.964824120603015, |
| "eval_runtime": 0.2435, |
| "eval_samples_per_second": 698.29, |
| "eval_steps_per_second": 12.323, |
| "step": 7584 |
| }, |
| { |
| "epoch": 80.0, |
| "grad_norm": 0.19487972557544708, |
| "learning_rate": 1e-05, |
| "loss": 0.0113, |
| "step": 7680 |
| }, |
| { |
| "epoch": 80.0, |
| "eval_LOCATION_f1": 0.9482758620689655, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9482758620689655, |
| "eval_LOCATION_recall": 0.9482758620689655, |
| "eval_ORGANIZATION_f1": 0.9085173501577287, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9056603773584906, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9761904761904763, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9609375, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05024532973766327, |
| "eval_overall_accuracy": 0.9873730441943454, |
| "eval_overall_f1": 0.9413233458177278, |
| "eval_overall_precision": 0.9354838709677419, |
| "eval_overall_recall": 0.9472361809045227, |
| "eval_runtime": 0.2425, |
| "eval_samples_per_second": 701.107, |
| "eval_steps_per_second": 12.372, |
| "step": 7680 |
| }, |
| { |
| "epoch": 81.0, |
| "grad_norm": 0.2933664619922638, |
| "learning_rate": 9.5e-06, |
| "loss": 0.0114, |
| "step": 7776 |
| }, |
| { |
| "epoch": 81.0, |
| "eval_LOCATION_f1": 0.9487179487179486, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.940677966101695, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9142857142857144, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9171974522292994, |
| "eval_ORGANIZATION_recall": 0.9113924050632911, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.050492897629737854, |
| "eval_overall_accuracy": 0.9881965413121054, |
| "eval_overall_f1": 0.9450000000000001, |
| "eval_overall_precision": 0.9402985074626866, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.245, |
| "eval_samples_per_second": 693.863, |
| "eval_steps_per_second": 12.245, |
| "step": 7776 |
| }, |
| { |
| "epoch": 82.0, |
| "grad_norm": 0.8371833562850952, |
| "learning_rate": 9e-06, |
| "loss": 0.0101, |
| "step": 7872 |
| }, |
| { |
| "epoch": 82.0, |
| "eval_LOCATION_f1": 0.9446808510638298, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9327731092436975, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9137380191693291, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9225806451612903, |
| "eval_ORGANIZATION_recall": 0.9050632911392406, |
| "eval_PERSON_f1": 0.9761904761904763, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9609375, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05484500154852867, |
| "eval_overall_accuracy": 0.987098545155092, |
| "eval_overall_f1": 0.9425, |
| "eval_overall_precision": 0.9378109452736318, |
| "eval_overall_recall": 0.9472361809045227, |
| "eval_runtime": 0.2414, |
| "eval_samples_per_second": 704.348, |
| "eval_steps_per_second": 12.43, |
| "step": 7872 |
| }, |
| { |
| "epoch": 83.0, |
| "grad_norm": 0.3084019720554352, |
| "learning_rate": 8.500000000000002e-06, |
| "loss": 0.0098, |
| "step": 7968 |
| }, |
| { |
| "epoch": 83.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.910828025477707, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9166666666666666, |
| "eval_ORGANIZATION_recall": 0.9050632911392406, |
| "eval_PERSON_f1": 0.9721115537848605, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9606299212598425, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.0543341189622879, |
| "eval_overall_accuracy": 0.987098545155092, |
| "eval_overall_f1": 0.9388264669163546, |
| "eval_overall_precision": 0.9330024813895782, |
| "eval_overall_recall": 0.9447236180904522, |
| "eval_runtime": 0.2426, |
| "eval_samples_per_second": 700.604, |
| "eval_steps_per_second": 12.364, |
| "step": 7968 |
| }, |
| { |
| "epoch": 84.0, |
| "grad_norm": 0.04305460304021835, |
| "learning_rate": 8.000000000000001e-06, |
| "loss": 0.01, |
| "step": 8064 |
| }, |
| { |
| "epoch": 84.0, |
| "eval_LOCATION_f1": 0.9527896995708154, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9487179487179487, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9299363057324842, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9358974358974359, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.054905395954847336, |
| "eval_overall_accuracy": 0.9873730441943454, |
| "eval_overall_f1": 0.9523809523809523, |
| "eval_overall_precision": 0.95, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2424, |
| "eval_samples_per_second": 701.305, |
| "eval_steps_per_second": 12.376, |
| "step": 8064 |
| }, |
| { |
| "epoch": 85.0, |
| "grad_norm": 0.7204985022544861, |
| "learning_rate": 7.5e-06, |
| "loss": 0.0106, |
| "step": 8160 |
| }, |
| { |
| "epoch": 85.0, |
| "eval_LOCATION_f1": 0.9491525423728815, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9333333333333333, |
| "eval_LOCATION_recall": 0.9655172413793104, |
| "eval_ORGANIZATION_f1": 0.926984126984127, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9299363057324841, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05248566344380379, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.9501246882793017, |
| "eval_overall_precision": 0.943069306930693, |
| "eval_overall_recall": 0.957286432160804, |
| "eval_runtime": 0.2418, |
| "eval_samples_per_second": 703.138, |
| "eval_steps_per_second": 12.408, |
| "step": 8160 |
| }, |
| { |
| "epoch": 86.0, |
| "grad_norm": 0.07470478117465973, |
| "learning_rate": 7.000000000000001e-06, |
| "loss": 0.0102, |
| "step": 8256 |
| }, |
| { |
| "epoch": 86.0, |
| "eval_LOCATION_f1": 0.9487179487179486, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.940677966101695, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926984126984127, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9299363057324841, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.976, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9682539682539683, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05321876332163811, |
| "eval_overall_accuracy": 0.9879220422728521, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2428, |
| "eval_samples_per_second": 700.282, |
| "eval_steps_per_second": 12.358, |
| "step": 8256 |
| }, |
| { |
| "epoch": 87.0, |
| "grad_norm": 0.2286868691444397, |
| "learning_rate": 6.5000000000000004e-06, |
| "loss": 0.0092, |
| "step": 8352 |
| }, |
| { |
| "epoch": 87.0, |
| "eval_LOCATION_f1": 0.9367088607594937, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9173553719008265, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9206349206349206, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9235668789808917, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.976, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9682539682539683, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.053863525390625, |
| "eval_overall_accuracy": 0.9879220422728521, |
| "eval_overall_f1": 0.9426433915211971, |
| "eval_overall_precision": 0.9356435643564357, |
| "eval_overall_recall": 0.949748743718593, |
| "eval_runtime": 0.2431, |
| "eval_samples_per_second": 699.324, |
| "eval_steps_per_second": 12.341, |
| "step": 8352 |
| }, |
| { |
| "epoch": 88.0, |
| "grad_norm": 0.19395892322063446, |
| "learning_rate": 6e-06, |
| "loss": 0.0095, |
| "step": 8448 |
| }, |
| { |
| "epoch": 88.0, |
| "eval_LOCATION_f1": 0.9367088607594937, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9173553719008265, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9299363057324842, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9358974358974359, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.976, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9682539682539683, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05385447293519974, |
| "eval_overall_accuracy": 0.9873730441943454, |
| "eval_overall_f1": 0.9463171036204745, |
| "eval_overall_precision": 0.9404466501240695, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2425, |
| "eval_samples_per_second": 700.995, |
| "eval_steps_per_second": 12.37, |
| "step": 8448 |
| }, |
| { |
| "epoch": 89.0, |
| "grad_norm": 0.5978826880455017, |
| "learning_rate": 5.500000000000001e-06, |
| "loss": 0.0099, |
| "step": 8544 |
| }, |
| { |
| "epoch": 89.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9367088607594937, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9367088607594937, |
| "eval_ORGANIZATION_recall": 0.9367088607594937, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.052636079490184784, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.9526184538653367, |
| "eval_overall_precision": 0.9455445544554455, |
| "eval_overall_recall": 0.9597989949748744, |
| "eval_runtime": 0.2422, |
| "eval_samples_per_second": 702.032, |
| "eval_steps_per_second": 12.389, |
| "step": 8544 |
| }, |
| { |
| "epoch": 90.0, |
| "grad_norm": 0.17808915674686432, |
| "learning_rate": 5e-06, |
| "loss": 0.0095, |
| "step": 8640 |
| }, |
| { |
| "epoch": 90.0, |
| "eval_LOCATION_f1": 0.9487179487179486, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.940677966101695, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9363057324840764, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9423076923076923, |
| "eval_ORGANIZATION_recall": 0.930379746835443, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05316346138715744, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.9536921151439299, |
| "eval_overall_precision": 0.9501246882793017, |
| "eval_overall_recall": 0.957286432160804, |
| "eval_runtime": 0.2434, |
| "eval_samples_per_second": 698.582, |
| "eval_steps_per_second": 12.328, |
| "step": 8640 |
| }, |
| { |
| "epoch": 91.0, |
| "grad_norm": 0.17433640360832214, |
| "learning_rate": 4.5e-06, |
| "loss": 0.0099, |
| "step": 8736 |
| }, |
| { |
| "epoch": 91.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9299363057324842, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9358974358974359, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.052069030702114105, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.95, |
| "eval_overall_precision": 0.945273631840796, |
| "eval_overall_recall": 0.9547738693467337, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.241, |
| "eval_steps_per_second": 12.392, |
| "step": 8736 |
| }, |
| { |
| "epoch": 92.0, |
| "grad_norm": 0.0391317717730999, |
| "learning_rate": 4.000000000000001e-06, |
| "loss": 0.0095, |
| "step": 8832 |
| }, |
| { |
| "epoch": 92.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9240506329113924, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9240506329113924, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.976, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9682539682539683, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05470087379217148, |
| "eval_overall_accuracy": 0.9879220422728521, |
| "eval_overall_f1": 0.9451371571072318, |
| "eval_overall_precision": 0.9381188118811881, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2418, |
| "eval_samples_per_second": 702.995, |
| "eval_steps_per_second": 12.406, |
| "step": 8832 |
| }, |
| { |
| "epoch": 93.0, |
| "grad_norm": 1.2939667701721191, |
| "learning_rate": 3.5000000000000004e-06, |
| "loss": 0.0096, |
| "step": 8928 |
| }, |
| { |
| "epoch": 93.0, |
| "eval_LOCATION_f1": 0.9487179487179486, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.940677966101695, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9299363057324842, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9358974358974359, |
| "eval_ORGANIZATION_recall": 0.9240506329113924, |
| "eval_PERSON_f1": 0.9721115537848605, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9606299212598425, |
| "eval_PERSON_recall": 0.9838709677419355, |
| "eval_loss": 0.05360059067606926, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2419, |
| "eval_samples_per_second": 702.744, |
| "eval_steps_per_second": 12.401, |
| "step": 8928 |
| }, |
| { |
| "epoch": 94.0, |
| "grad_norm": 1.3997987508773804, |
| "learning_rate": 3e-06, |
| "loss": 0.009, |
| "step": 9024 |
| }, |
| { |
| "epoch": 94.0, |
| "eval_LOCATION_f1": 0.9446808510638298, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.9327731092436975, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9235668789808917, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9294871794871795, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9800796812749005, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.053766991943120956, |
| "eval_overall_accuracy": 0.9884710403513588, |
| "eval_overall_f1": 0.9475, |
| "eval_overall_precision": 0.9427860696517413, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2419, |
| "eval_samples_per_second": 702.867, |
| "eval_steps_per_second": 12.404, |
| "step": 9024 |
| }, |
| { |
| "epoch": 95.0, |
| "grad_norm": 0.015623769722878933, |
| "learning_rate": 2.5e-06, |
| "loss": 0.0094, |
| "step": 9120 |
| }, |
| { |
| "epoch": 95.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926517571884984, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9354838709677419, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05312187969684601, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2423, |
| "eval_samples_per_second": 701.669, |
| "eval_steps_per_second": 12.382, |
| "step": 9120 |
| }, |
| { |
| "epoch": 96.0, |
| "grad_norm": 0.06812173873186111, |
| "learning_rate": 2.0000000000000003e-06, |
| "loss": 0.0083, |
| "step": 9216 |
| }, |
| { |
| "epoch": 96.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.9235668789808917, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9294871794871795, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.052705731242895126, |
| "eval_overall_accuracy": 0.9887455393906122, |
| "eval_overall_f1": 0.9475, |
| "eval_overall_precision": 0.9427860696517413, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2425, |
| "eval_samples_per_second": 701.06, |
| "eval_steps_per_second": 12.372, |
| "step": 9216 |
| }, |
| { |
| "epoch": 97.0, |
| "grad_norm": 0.13947905600070953, |
| "learning_rate": 1.5e-06, |
| "loss": 0.0099, |
| "step": 9312 |
| }, |
| { |
| "epoch": 97.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926517571884984, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9354838709677419, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05367732793092728, |
| "eval_overall_accuracy": 0.9890200384298655, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2429, |
| "eval_samples_per_second": 699.966, |
| "eval_steps_per_second": 12.352, |
| "step": 9312 |
| }, |
| { |
| "epoch": 98.0, |
| "grad_norm": 0.10114230960607529, |
| "learning_rate": 1.0000000000000002e-06, |
| "loss": 0.0078, |
| "step": 9408 |
| }, |
| { |
| "epoch": 98.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926517571884984, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9354838709677419, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.05298721790313721, |
| "eval_overall_accuracy": 0.9892945374691189, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2421, |
| "eval_samples_per_second": 702.26, |
| "eval_steps_per_second": 12.393, |
| "step": 9408 |
| }, |
| { |
| "epoch": 99.0, |
| "grad_norm": 0.5689762234687805, |
| "learning_rate": 5.000000000000001e-07, |
| "loss": 0.0093, |
| "step": 9504 |
| }, |
| { |
| "epoch": 99.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926517571884984, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9354838709677419, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.052819643169641495, |
| "eval_overall_accuracy": 0.9892945374691189, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2426, |
| "eval_samples_per_second": 700.726, |
| "eval_steps_per_second": 12.366, |
| "step": 9504 |
| }, |
| { |
| "epoch": 100.0, |
| "grad_norm": 0.09888800233602524, |
| "learning_rate": 0.0, |
| "loss": 0.0086, |
| "step": 9600 |
| }, |
| { |
| "epoch": 100.0, |
| "eval_LOCATION_f1": 0.9406779661016949, |
| "eval_LOCATION_number": 116, |
| "eval_LOCATION_precision": 0.925, |
| "eval_LOCATION_recall": 0.9568965517241379, |
| "eval_ORGANIZATION_f1": 0.926517571884984, |
| "eval_ORGANIZATION_number": 158, |
| "eval_ORGANIZATION_precision": 0.9354838709677419, |
| "eval_ORGANIZATION_recall": 0.9177215189873418, |
| "eval_PERSON_f1": 0.9840000000000001, |
| "eval_PERSON_number": 124, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9919354838709677, |
| "eval_loss": 0.052767641842365265, |
| "eval_overall_accuracy": 0.9895690365083722, |
| "eval_overall_f1": 0.9486858573216519, |
| "eval_overall_precision": 0.9451371571072319, |
| "eval_overall_recall": 0.9522613065326633, |
| "eval_runtime": 0.2425, |
| "eval_samples_per_second": 701.096, |
| "eval_steps_per_second": 12.372, |
| "step": 9600 |
| }, |
| { |
| "epoch": 100.0, |
| "step": 9600, |
| "total_flos": 4293597283743744.0, |
| "train_loss": 0.04076442163437605, |
| "train_runtime": 503.1696, |
| "train_samples_per_second": 304.271, |
| "train_steps_per_second": 19.079 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 9600, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 100, |
| "save_steps": 500, |
| "total_flos": 4293597283743744.0, |
| "train_batch_size": 16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
