{ "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": 1.1709129810333252, "learning_rate": 4.9500000000000004e-05, "loss": 0.8476, "step": 96 }, { "epoch": 1.0, "eval_LOCATION_f1": 0.0, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.0, "eval_LOCATION_recall": 0.0, "eval_ORGANIZATION_f1": 0.0, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.0, "eval_ORGANIZATION_recall": 0.0, "eval_PERSON_f1": 0.0, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.0, "eval_PERSON_recall": 0.0, "eval_loss": 0.5341979265213013, "eval_overall_accuracy": 0.8394180620367828, "eval_overall_f1": 0.0, "eval_overall_precision": 0.0, "eval_overall_recall": 0.0, "eval_runtime": 0.2518, "eval_samples_per_second": 675.219, "eval_steps_per_second": 11.916, "step": 96 }, { "epoch": 2.0, "grad_norm": 1.5588200092315674, "learning_rate": 4.9e-05, "loss": 0.4619, "step": 192 }, { "epoch": 2.0, "eval_LOCATION_f1": 0.2674418604651163, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.4107142857142857, "eval_LOCATION_recall": 0.19827586206896552, "eval_ORGANIZATION_f1": 0.40226628895184136, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.3641025641025641, "eval_ORGANIZATION_recall": 0.44936708860759494, "eval_PERSON_f1": 0.3975535168195719, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.32019704433497537, "eval_PERSON_recall": 0.5241935483870968, "eval_loss": 0.31055521965026855, "eval_overall_accuracy": 0.8998078506725227, "eval_overall_f1": 0.37323943661971837, "eval_overall_precision": 0.3502202643171806, "eval_overall_recall": 0.39949748743718594, "eval_runtime": 0.247, "eval_samples_per_second": 688.226, "eval_steps_per_second": 12.145, "step": 192 }, { "epoch": 3.0, "grad_norm": 1.156894326210022, "learning_rate": 4.85e-05, "loss": 0.309, "step": 288 }, { "epoch": 3.0, "eval_LOCATION_f1": 0.42608695652173917, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.4298245614035088, "eval_LOCATION_recall": 0.4224137931034483, "eval_ORGANIZATION_f1": 0.6005089058524172, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.502127659574468, "eval_ORGANIZATION_recall": 0.7468354430379747, "eval_PERSON_f1": 0.684931506849315, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.5952380952380952, "eval_PERSON_recall": 0.8064516129032258, "eval_loss": 0.22810646891593933, "eval_overall_accuracy": 0.9385122152072468, "eval_overall_f1": 0.5836065573770491, "eval_overall_precision": 0.5164410058027079, "eval_overall_recall": 0.6708542713567839, "eval_runtime": 0.2476, "eval_samples_per_second": 686.479, "eval_steps_per_second": 12.114, "step": 288 }, { "epoch": 4.0, "grad_norm": 1.3299918174743652, "learning_rate": 4.8e-05, "loss": 0.2191, "step": 384 }, { "epoch": 4.0, "eval_LOCATION_f1": 0.6285714285714284, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.5968992248062015, "eval_LOCATION_recall": 0.6637931034482759, "eval_ORGANIZATION_f1": 0.736842105263158, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.6847826086956522, "eval_ORGANIZATION_recall": 0.7974683544303798, "eval_PERSON_f1": 0.890566037735849, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.8368794326241135, "eval_PERSON_recall": 0.9516129032258065, "eval_loss": 0.13724759221076965, "eval_overall_accuracy": 0.9623936316222893, "eval_overall_f1": 0.7535211267605635, "eval_overall_precision": 0.7070484581497798, "eval_overall_recall": 0.8065326633165829, "eval_runtime": 0.2484, "eval_samples_per_second": 684.395, "eval_steps_per_second": 12.078, "step": 384 }, { "epoch": 5.0, "grad_norm": 0.9350135922431946, "learning_rate": 4.75e-05, "loss": 0.1534, "step": 480 }, { "epoch": 5.0, "eval_LOCATION_f1": 0.7800829875518671, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.752, "eval_LOCATION_recall": 0.8103448275862069, "eval_ORGANIZATION_f1": 0.7987804878048781, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.7705882352941177, "eval_ORGANIZATION_recall": 0.8291139240506329, "eval_PERSON_f1": 0.9457364341085271, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9104477611940298, "eval_PERSON_recall": 0.9838709677419355, "eval_loss": 0.09758525341749191, "eval_overall_accuracy": 0.9728245951139171, "eval_overall_f1": 0.8391777509068923, "eval_overall_precision": 0.8088578088578089, "eval_overall_recall": 0.871859296482412, "eval_runtime": 0.2494, "eval_samples_per_second": 681.598, "eval_steps_per_second": 12.028, "step": 480 }, { "epoch": 6.0, "grad_norm": 0.6846897006034851, "learning_rate": 4.7e-05, "loss": 0.1245, "step": 576 }, { "epoch": 6.0, "eval_LOCATION_f1": 0.8512396694214875, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.8174603174603174, "eval_LOCATION_recall": 0.8879310344827587, "eval_ORGANIZATION_f1": 0.8159509202453988, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.7916666666666666, "eval_ORGANIZATION_recall": 0.8417721518987342, "eval_PERSON_f1": 0.9609375, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9318181818181818, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.07943477481603622, "eval_overall_accuracy": 0.9763930826242108, "eval_overall_f1": 0.8713592233009709, "eval_overall_precision": 0.8427230046948356, "eval_overall_recall": 0.9020100502512562, "eval_runtime": 0.2485, "eval_samples_per_second": 684.087, "eval_steps_per_second": 12.072, "step": 576 }, { "epoch": 7.0, "grad_norm": 1.0963987112045288, "learning_rate": 4.6500000000000005e-05, "loss": 0.1074, "step": 672 }, { "epoch": 7.0, "eval_LOCATION_f1": 0.8630705394190871, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.832, "eval_LOCATION_recall": 0.896551724137931, "eval_ORGANIZATION_f1": 0.8535825545171339, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8404907975460123, "eval_ORGANIZATION_recall": 0.8670886075949367, "eval_PERSON_f1": 0.9723320158102766, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9534883720930233, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.07009263336658478, "eval_overall_accuracy": 0.9799615701345046, "eval_overall_f1": 0.8932515337423312, "eval_overall_precision": 0.8729016786570744, "eval_overall_recall": 0.914572864321608, "eval_runtime": 0.2473, "eval_samples_per_second": 687.342, "eval_steps_per_second": 12.13, "step": 672 }, { "epoch": 8.0, "grad_norm": 0.4685334265232086, "learning_rate": 4.600000000000001e-05, "loss": 0.0956, "step": 768 }, { "epoch": 8.0, "eval_LOCATION_f1": 0.8760330578512397, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.8412698412698413, "eval_LOCATION_recall": 0.9137931034482759, "eval_ORGANIZATION_f1": 0.86875, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8580246913580247, "eval_ORGANIZATION_recall": 0.879746835443038, "eval_PERSON_f1": 0.9761904761904763, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9609375, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.06126611307263374, "eval_overall_accuracy": 0.9818830634092781, "eval_overall_f1": 0.9041769041769041, "eval_overall_precision": 0.8846153846153846, "eval_overall_recall": 0.9246231155778895, "eval_runtime": 0.2473, "eval_samples_per_second": 687.399, "eval_steps_per_second": 12.131, "step": 768 }, { "epoch": 9.0, "grad_norm": 0.7007037401199341, "learning_rate": 4.55e-05, "loss": 0.0854, "step": 864 }, { "epoch": 9.0, "eval_LOCATION_f1": 0.8962655601659751, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.864, "eval_LOCATION_recall": 0.9310344827586207, "eval_ORGANIZATION_f1": 0.8554216867469879, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8160919540229885, "eval_ORGANIZATION_recall": 0.8987341772151899, "eval_PERSON_f1": 0.9723320158102766, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9534883720930233, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.06154508516192436, "eval_overall_accuracy": 0.9802360691737579, "eval_overall_f1": 0.9031476997578693, "eval_overall_precision": 0.8714953271028038, "eval_overall_recall": 0.9371859296482412, "eval_runtime": 0.2482, "eval_samples_per_second": 685.053, "eval_steps_per_second": 12.089, "step": 864 }, { "epoch": 10.0, "grad_norm": 0.7966454029083252, "learning_rate": 4.5e-05, "loss": 0.0781, "step": 960 }, { "epoch": 10.0, "eval_LOCATION_f1": 0.8991596638655462, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.8770491803278688, "eval_LOCATION_recall": 0.9224137931034483, "eval_ORGANIZATION_f1": 0.8703703703703705, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8493975903614458, "eval_ORGANIZATION_recall": 0.8924050632911392, "eval_PERSON_f1": 0.9723320158102766, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9534883720930233, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.055938586592674255, "eval_overall_accuracy": 0.9818830634092781, "eval_overall_f1": 0.9104294478527607, "eval_overall_precision": 0.8896882494004796, "eval_overall_recall": 0.9321608040201005, "eval_runtime": 0.248, "eval_samples_per_second": 685.387, "eval_steps_per_second": 12.095, "step": 960 }, { "epoch": 11.0, "grad_norm": 0.35707637667655945, "learning_rate": 4.4500000000000004e-05, "loss": 0.0773, "step": 1056 }, { "epoch": 11.0, "eval_LOCATION_f1": 0.9045643153526971, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.872, "eval_LOCATION_recall": 0.9396551724137931, "eval_ORGANIZATION_f1": 0.8909657320872275, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8773006134969326, "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": 0.05021374672651291, "eval_overall_accuracy": 0.9838045566840516, "eval_overall_f1": 0.9213759213759215, "eval_overall_precision": 0.9014423076923077, "eval_overall_recall": 0.9422110552763819, "eval_runtime": 0.248, "eval_samples_per_second": 685.429, "eval_steps_per_second": 12.096, "step": 1056 }, { "epoch": 12.0, "grad_norm": 1.7560417652130127, "learning_rate": 4.4000000000000006e-05, "loss": 0.0701, "step": 1152 }, { "epoch": 12.0, "eval_LOCATION_f1": 0.9198312236286921, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9008264462809917, "eval_LOCATION_recall": 0.9396551724137931, "eval_ORGANIZATION_f1": 0.9034267912772586, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8895705521472392, "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": 0.049287330359220505, "eval_overall_accuracy": 0.9846280538018117, "eval_overall_f1": 0.928395061728395, "eval_overall_precision": 0.912621359223301, "eval_overall_recall": 0.9447236180904522, "eval_runtime": 0.2469, "eval_samples_per_second": 688.485, "eval_steps_per_second": 12.15, "step": 1152 }, { "epoch": 13.0, "grad_norm": 0.5027121305465698, "learning_rate": 4.35e-05, "loss": 0.0653, "step": 1248 }, { "epoch": 13.0, "eval_LOCATION_f1": 0.9356223175965666, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9316239316239316, "eval_LOCATION_recall": 0.9396551724137931, "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": 0.043551068753004074, "eval_overall_accuracy": 0.9862750480373319, "eval_overall_f1": 0.9425, "eval_overall_precision": 0.9378109452736318, "eval_overall_recall": 0.9472361809045227, "eval_runtime": 0.2468, "eval_samples_per_second": 688.943, "eval_steps_per_second": 12.158, "step": 1248 }, { "epoch": 14.0, "grad_norm": 0.517197847366333, "learning_rate": 4.3e-05, "loss": 0.0636, "step": 1344 }, { "epoch": 14.0, "eval_LOCATION_f1": 0.9211618257261411, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.888, "eval_LOCATION_recall": 0.9568965517241379, "eval_ORGANIZATION_f1": 0.8881789137380192, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.896774193548387, "eval_ORGANIZATION_recall": 0.879746835443038, "eval_PERSON_f1": 0.9800796812749005, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.968503937007874, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.04625400900840759, "eval_overall_accuracy": 0.9838045566840516, "eval_overall_f1": 0.9267080745341615, "eval_overall_precision": 0.9164619164619164, "eval_overall_recall": 0.9371859296482412, "eval_runtime": 0.2479, "eval_samples_per_second": 685.857, "eval_steps_per_second": 12.103, "step": 1344 }, { "epoch": 15.0, "grad_norm": 0.8750516176223755, "learning_rate": 4.25e-05, "loss": 0.0611, "step": 1440 }, { "epoch": 15.0, "eval_LOCATION_f1": 0.9276595744680851, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9159663865546218, "eval_LOCATION_recall": 0.9396551724137931, "eval_ORGANIZATION_f1": 0.9182389937106918, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9125, "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": 0.0423351414501667, "eval_overall_accuracy": 0.9868240461158386, "eval_overall_f1": 0.9402985074626866, "eval_overall_precision": 0.9310344827586207, "eval_overall_recall": 0.949748743718593, "eval_runtime": 0.2476, "eval_samples_per_second": 686.512, "eval_steps_per_second": 12.115, "step": 1440 }, { "epoch": 16.0, "grad_norm": 1.7253036499023438, "learning_rate": 4.2e-05, "loss": 0.0613, "step": 1536 }, { "epoch": 16.0, "eval_LOCATION_f1": 0.9333333333333333, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9032258064516129, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.8929663608562691, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.863905325443787, "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": 0.043704453855752945, "eval_overall_accuracy": 0.9857260499588252, "eval_overall_f1": 0.9326805385556914, "eval_overall_precision": 0.9093078758949881, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2472, "eval_samples_per_second": 687.688, "eval_steps_per_second": 12.136, "step": 1536 }, { "epoch": 17.0, "grad_norm": 0.6101785898208618, "learning_rate": 4.15e-05, "loss": 0.0625, "step": 1632 }, { "epoch": 17.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "eval_LOCATION_recall": 0.9655172413793104, "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": 0.04202444851398468, "eval_overall_accuracy": 0.9873730441943454, "eval_overall_f1": 0.9489414694894147, "eval_overall_precision": 0.9407407407407408, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2479, "eval_samples_per_second": 685.698, "eval_steps_per_second": 12.101, "step": 1632 }, { "epoch": 18.0, "grad_norm": 1.0076349973678589, "learning_rate": 4.1e-05, "loss": 0.0532, "step": 1728 }, { "epoch": 18.0, "eval_LOCATION_f1": 0.94017094017094, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9322033898305084, "eval_LOCATION_recall": 0.9482758620689655, "eval_ORGANIZATION_f1": 0.91875, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9074074074074074, "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": 0.03683561459183693, "eval_overall_accuracy": 0.9879220422728521, "eval_overall_f1": 0.946450809464508, "eval_overall_precision": 0.9382716049382716, "eval_overall_recall": 0.9547738693467337, "eval_runtime": 0.2463, "eval_samples_per_second": 690.18, "eval_steps_per_second": 12.18, "step": 1728 }, { "epoch": 19.0, "grad_norm": 0.8145723342895508, "learning_rate": 4.05e-05, "loss": 0.0501, "step": 1824 }, { "epoch": 19.0, "eval_LOCATION_f1": 0.961038961038961, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9652173913043478, "eval_LOCATION_recall": 0.9568965517241379, "eval_ORGANIZATION_f1": 0.9216300940438872, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9130434782608695, "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": 0.03693071007728577, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9536921151439299, "eval_overall_precision": 0.9501246882793017, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2488, "eval_samples_per_second": 683.283, "eval_steps_per_second": 12.058, "step": 1824 }, { "epoch": 20.0, "grad_norm": 0.6327467560768127, "learning_rate": 4e-05, "loss": 0.047, "step": 1920 }, { "epoch": 20.0, "eval_LOCATION_f1": 0.9205020920502092, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.8943089430894309, "eval_LOCATION_recall": 0.9482758620689655, "eval_ORGANIZATION_f1": 0.9079754601226993, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8809523809523809, "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": 0.04086912423372269, "eval_overall_accuracy": 0.9854515509195718, "eval_overall_f1": 0.9338235294117648, "eval_overall_precision": 0.9114832535885168, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2463, "eval_samples_per_second": 690.091, "eval_steps_per_second": 12.178, "step": 1920 }, { "epoch": 21.0, "grad_norm": 1.3883323669433594, "learning_rate": 3.9500000000000005e-05, "loss": 0.0464, "step": 2016 }, { "epoch": 21.0, "eval_LOCATION_f1": 0.9205020920502092, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.8943089430894309, "eval_LOCATION_recall": 0.9482758620689655, "eval_ORGANIZATION_f1": 0.9119496855345911, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.90625, "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": 0.03654232993721962, "eval_overall_accuracy": 0.9865495470765853, "eval_overall_f1": 0.9368029739776953, "eval_overall_precision": 0.9242053789731052, "eval_overall_recall": 0.949748743718593, "eval_runtime": 0.2418, "eval_samples_per_second": 703.11, "eval_steps_per_second": 12.408, "step": 2016 }, { "epoch": 22.0, "grad_norm": 1.259803056716919, "learning_rate": 3.9000000000000006e-05, "loss": 0.045, "step": 2112 }, { "epoch": 22.0, "eval_LOCATION_f1": 0.9446808510638298, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9327731092436975, "eval_LOCATION_recall": 0.9568965517241379, "eval_ORGANIZATION_f1": 0.9107692307692307, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8862275449101796, "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": 0.036260925233364105, "eval_overall_accuracy": 0.9876475432335987, "eval_overall_f1": 0.9443757725587145, "eval_overall_precision": 0.9294403892944039, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2468, "eval_samples_per_second": 688.713, "eval_steps_per_second": 12.154, "step": 2112 }, { "epoch": 23.0, "grad_norm": 0.4472838044166565, "learning_rate": 3.85e-05, "loss": 0.0416, "step": 2208 }, { "epoch": 23.0, "eval_LOCATION_f1": 0.9451476793248945, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9256198347107438, "eval_LOCATION_recall": 0.9655172413793104, "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": 0.03565502166748047, "eval_overall_accuracy": 0.9887455393906122, "eval_overall_f1": 0.9489414694894147, "eval_overall_precision": 0.9407407407407408, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2474, "eval_samples_per_second": 687.138, "eval_steps_per_second": 12.126, "step": 2208 }, { "epoch": 24.0, "grad_norm": 1.2622013092041016, "learning_rate": 3.8e-05, "loss": 0.042, "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": 0.9171974522292994, "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": 0.037344712764024734, "eval_overall_accuracy": 0.9876475432335987, "eval_overall_f1": 0.9461827284105131, "eval_overall_precision": 0.942643391521197, "eval_overall_recall": 0.949748743718593, "eval_runtime": 0.2477, "eval_samples_per_second": 686.199, "eval_steps_per_second": 12.109, "step": 2304 }, { "epoch": 25.0, "grad_norm": 0.7534035444259644, "learning_rate": 3.7500000000000003e-05, "loss": 0.0394, "step": 2400 }, { "epoch": 25.0, "eval_LOCATION_f1": 0.9446808510638298, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9327731092436975, "eval_LOCATION_recall": 0.9568965517241379, "eval_ORGANIZATION_f1": 0.9371069182389938, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.93125, "eval_ORGANIZATION_recall": 0.9430379746835443, "eval_PERSON_f1": 0.9800796812749005, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.968503937007874, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.03631773963570595, "eval_overall_accuracy": 0.9884710403513588, "eval_overall_f1": 0.9527363184079602, "eval_overall_precision": 0.9433497536945813, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2479, "eval_samples_per_second": 685.628, "eval_steps_per_second": 12.099, "step": 2400 }, { "epoch": 26.0, "grad_norm": 0.5307872295379639, "learning_rate": 3.7e-05, "loss": 0.0362, "step": 2496 }, { "epoch": 26.0, "eval_LOCATION_f1": 0.9613733905579399, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9572649572649573, "eval_LOCATION_recall": 0.9655172413793104, "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": 0.033846255391836166, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.9589041095890412, "eval_overall_precision": 0.9506172839506173, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.2465, "eval_samples_per_second": 689.727, "eval_steps_per_second": 12.172, "step": 2496 }, { "epoch": 27.0, "grad_norm": 0.8220003247261047, "learning_rate": 3.65e-05, "loss": 0.0379, "step": 2592 }, { "epoch": 27.0, "eval_LOCATION_f1": 0.9613733905579399, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9572649572649573, "eval_LOCATION_recall": 0.9655172413793104, "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": 0.033654991537332535, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9540372670807453, "eval_overall_precision": 0.9434889434889435, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2408, "eval_samples_per_second": 706.111, "eval_steps_per_second": 12.461, "step": 2592 }, { "epoch": 28.0, "grad_norm": 0.4288746416568756, "learning_rate": 3.6e-05, "loss": 0.0328, "step": 2688 }, { "epoch": 28.0, "eval_LOCATION_f1": 0.9356223175965666, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9316239316239316, "eval_LOCATION_recall": 0.9396551724137931, "eval_ORGANIZATION_f1": 0.9141104294478527, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8869047619047619, "eval_ORGANIZATION_recall": 0.9430379746835443, "eval_PERSON_f1": 0.9800796812749005, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.968503937007874, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.03623175993561745, "eval_overall_accuracy": 0.9865495470765853, "eval_overall_f1": 0.9407407407407408, "eval_overall_precision": 0.9247572815533981, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2477, "eval_samples_per_second": 686.434, "eval_steps_per_second": 12.114, "step": 2688 }, { "epoch": 29.0, "grad_norm": 0.5559950470924377, "learning_rate": 3.55e-05, "loss": 0.0347, "step": 2784 }, { "epoch": 29.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.923076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8982035928143712, "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": 0.03539116308093071, "eval_overall_accuracy": 0.9876475432335987, "eval_overall_f1": 0.9506172839506173, "eval_overall_precision": 0.9344660194174758, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.247, "eval_samples_per_second": 688.311, "eval_steps_per_second": 12.147, "step": 2784 }, { "epoch": 30.0, "grad_norm": 0.954803466796875, "learning_rate": 3.5e-05, "loss": 0.0314, "step": 2880 }, { "epoch": 30.0, "eval_LOCATION_f1": 0.9482758620689655, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9482758620689655, "eval_LOCATION_recall": 0.9482758620689655, "eval_ORGANIZATION_f1": 0.916923076923077, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.8922155688622755, "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": 0.035969048738479614, "eval_overall_accuracy": 0.9873730441943454, "eval_overall_f1": 0.9467162329615861, "eval_overall_precision": 0.9339853300733496, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2469, "eval_samples_per_second": 688.587, "eval_steps_per_second": 12.152, "step": 2880 }, { "epoch": 31.0, "grad_norm": 0.7396743893623352, "learning_rate": 3.45e-05, "loss": 0.0312, "step": 2976 }, { "epoch": 31.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "eval_LOCATION_recall": 0.9655172413793104, "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": 0.03233965113759041, "eval_overall_accuracy": 0.9879220422728521, "eval_overall_f1": 0.9515527950310558, "eval_overall_precision": 0.941031941031941, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2409, "eval_samples_per_second": 705.718, "eval_steps_per_second": 12.454, "step": 2976 }, { "epoch": 32.0, "grad_norm": 1.0835587978363037, "learning_rate": 3.4000000000000007e-05, "loss": 0.0295, "step": 3072 }, { "epoch": 32.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9523809523809524, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9554140127388535, "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": 0.03135540708899498, "eval_overall_accuracy": 0.9906670326653857, "eval_overall_f1": 0.9637046307884857, "eval_overall_precision": 0.9600997506234414, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.2473, "eval_samples_per_second": 687.523, "eval_steps_per_second": 12.133, "step": 3072 }, { "epoch": 33.0, "grad_norm": 0.5249152183532715, "learning_rate": 3.35e-05, "loss": 0.0276, "step": 3168 }, { "epoch": 33.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "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": 0.0347798690199852, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9563046192259675, "eval_overall_precision": 0.9503722084367245, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2464, "eval_samples_per_second": 689.925, "eval_steps_per_second": 12.175, "step": 3168 }, { "epoch": 34.0, "grad_norm": 0.9126577377319336, "learning_rate": 3.3e-05, "loss": 0.0291, "step": 3264 }, { "epoch": 34.0, "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": 0.9840000000000001, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9761904761904762, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.03333434835076332, "eval_overall_accuracy": 0.9903925336261323, "eval_overall_f1": 0.9589041095890412, "eval_overall_precision": 0.9506172839506173, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.247, "eval_samples_per_second": 688.383, "eval_steps_per_second": 12.148, "step": 3264 }, { "epoch": 35.0, "grad_norm": 0.9074527621269226, "learning_rate": 3.2500000000000004e-05, "loss": 0.0271, "step": 3360 }, { "epoch": 35.0, "eval_LOCATION_f1": 0.944206008583691, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9401709401709402, "eval_LOCATION_recall": 0.9482758620689655, "eval_ORGANIZATION_f1": 0.9400630914826499, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9371069182389937, "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": 0.033455148339271545, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.9550000000000001, "eval_overall_precision": 0.9502487562189055, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2445, "eval_samples_per_second": 695.369, "eval_steps_per_second": 12.271, "step": 3360 }, { "epoch": 36.0, "grad_norm": 0.6352573037147522, "learning_rate": 3.2000000000000005e-05, "loss": 0.0256, "step": 3456 }, { "epoch": 36.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9371069182389938, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.93125, "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": 0.03598781302571297, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9577114427860698, "eval_overall_precision": 0.9482758620689655, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.2468, "eval_samples_per_second": 688.708, "eval_steps_per_second": 12.154, "step": 3456 }, { "epoch": 37.0, "grad_norm": 2.211890697479248, "learning_rate": 3.15e-05, "loss": 0.0251, "step": 3552 }, { "epoch": 37.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9490445859872612, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9551282051282052, "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": 0.03474033996462822, "eval_overall_accuracy": 0.990118034586879, "eval_overall_f1": 0.9625, "eval_overall_precision": 0.9577114427860697, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.2481, "eval_samples_per_second": 685.286, "eval_steps_per_second": 12.093, "step": 3552 }, { "epoch": 38.0, "grad_norm": 0.5349846482276917, "learning_rate": 3.1e-05, "loss": 0.0253, "step": 3648 }, { "epoch": 38.0, "eval_LOCATION_f1": 0.9446808510638298, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9327731092436975, "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": 0.0352802537381649, "eval_overall_accuracy": 0.9887455393906122, "eval_overall_f1": 0.9538077403245941, "eval_overall_precision": 0.9478908188585607, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.247, "eval_samples_per_second": 688.284, "eval_steps_per_second": 12.146, "step": 3648 }, { "epoch": 39.0, "grad_norm": 0.31611329317092896, "learning_rate": 3.05e-05, "loss": 0.0248, "step": 3744 }, { "epoch": 39.0, "eval_LOCATION_f1": 0.9322033898305084, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9166666666666666, "eval_LOCATION_recall": 0.9482758620689655, "eval_ORGANIZATION_f1": 0.9371069182389938, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.93125, "eval_ORGANIZATION_recall": 0.9430379746835443, "eval_PERSON_f1": 0.9800796812749005, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.968503937007874, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.033827971667051315, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9490683229813666, "eval_overall_precision": 0.9385749385749386, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2476, "eval_samples_per_second": 686.66, "eval_steps_per_second": 12.118, "step": 3744 }, { "epoch": 40.0, "grad_norm": 0.34425315260887146, "learning_rate": 3e-05, "loss": 0.0222, "step": 3840 }, { "epoch": 40.0, "eval_LOCATION_f1": 0.9487179487179486, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.940677966101695, "eval_LOCATION_recall": 0.9568965517241379, "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": 0.033412422984838486, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9600997506234414, "eval_overall_precision": 0.9529702970297029, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.2468, "eval_samples_per_second": 688.778, "eval_steps_per_second": 12.155, "step": 3840 }, { "epoch": 41.0, "grad_norm": 0.09360247850418091, "learning_rate": 2.95e-05, "loss": 0.0226, "step": 3936 }, { "epoch": 41.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "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": 0.034495361149311066, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.9564134495641344, "eval_overall_precision": 0.9481481481481482, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2473, "eval_samples_per_second": 687.373, "eval_steps_per_second": 12.13, "step": 3936 }, { "epoch": 42.0, "grad_norm": 0.0345722995698452, "learning_rate": 2.9e-05, "loss": 0.0208, "step": 4032 }, { "epoch": 42.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9490445859872612, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9551282051282052, "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": 0.03448282554745674, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.9612015018773465, "eval_overall_precision": 0.9576059850374065, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2469, "eval_samples_per_second": 688.498, "eval_steps_per_second": 12.15, "step": 4032 }, { "epoch": 43.0, "grad_norm": 1.2983958721160889, "learning_rate": 2.8499999999999998e-05, "loss": 0.0227, "step": 4128 }, { "epoch": 43.0, "eval_LOCATION_f1": 0.9482758620689655, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9482758620689655, "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": 0.9840000000000001, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9761904761904762, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.03551476076245308, "eval_overall_accuracy": 0.9887455393906122, "eval_overall_f1": 0.957286432160804, "eval_overall_precision": 0.957286432160804, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2423, "eval_samples_per_second": 701.643, "eval_steps_per_second": 12.382, "step": 4128 }, { "epoch": 44.0, "grad_norm": 1.2352434396743774, "learning_rate": 2.8000000000000003e-05, "loss": 0.0222, "step": 4224 }, { "epoch": 44.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "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": 0.03700908645987511, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9563046192259675, "eval_overall_precision": 0.9503722084367245, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2468, "eval_samples_per_second": 688.93, "eval_steps_per_second": 12.158, "step": 4224 }, { "epoch": 45.0, "grad_norm": 0.7490431070327759, "learning_rate": 2.7500000000000004e-05, "loss": 0.0197, "step": 4320 }, { "epoch": 45.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9423076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9545454545454546, "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": 0.03624693304300308, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.958594730238394, "eval_overall_precision": 0.9573934837092731, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2464, "eval_samples_per_second": 690.072, "eval_steps_per_second": 12.178, "step": 4320 }, { "epoch": 46.0, "grad_norm": 0.05337309092283249, "learning_rate": 2.7000000000000002e-05, "loss": 0.0189, "step": 4416 }, { "epoch": 46.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "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": 0.03748781979084015, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9539227895392278, "eval_overall_precision": 0.945679012345679, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2467, "eval_samples_per_second": 689.106, "eval_steps_per_second": 12.161, "step": 4416 }, { "epoch": 47.0, "grad_norm": 0.3433239459991455, "learning_rate": 2.6500000000000004e-05, "loss": 0.02, "step": 4512 }, { "epoch": 47.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "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": 0.03626282513141632, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9552238805970149, "eval_overall_precision": 0.9458128078817734, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2466, "eval_samples_per_second": 689.361, "eval_steps_per_second": 12.165, "step": 4512 }, { "epoch": 48.0, "grad_norm": 0.4474566578865051, "learning_rate": 2.6000000000000002e-05, "loss": 0.0178, "step": 4608 }, { "epoch": 48.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9456869009584665, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9548387096774194, "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": 0.03692612424492836, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9611041405269761, "eval_overall_precision": 0.9598997493734336, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2435, "eval_samples_per_second": 698.283, "eval_steps_per_second": 12.323, "step": 4608 }, { "epoch": 49.0, "grad_norm": 1.4820588827133179, "learning_rate": 2.5500000000000003e-05, "loss": 0.02, "step": 4704 }, { "epoch": 49.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9456869009584665, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9548387096774194, "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": 0.0357038751244545, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9598997493734336, "eval_overall_precision": 0.9575, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2475, "eval_samples_per_second": 686.947, "eval_steps_per_second": 12.123, "step": 4704 }, { "epoch": 50.0, "grad_norm": 1.35971999168396, "learning_rate": 2.5e-05, "loss": 0.0178, "step": 4800 }, { "epoch": 50.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9517684887459807, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9673202614379085, "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": 0.03682655468583107, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9635220125786164, "eval_overall_precision": 0.964735516372796, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2483, "eval_samples_per_second": 684.73, "eval_steps_per_second": 12.083, "step": 4800 }, { "epoch": 51.0, "grad_norm": 0.6279324293136597, "learning_rate": 2.45e-05, "loss": 0.0192, "step": 4896 }, { "epoch": 51.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9430379746835443, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9430379746835443, "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": 0.03370204195380211, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.958801498127341, "eval_overall_precision": 0.9528535980148883, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2465, "eval_samples_per_second": 689.656, "eval_steps_per_second": 12.17, "step": 4896 }, { "epoch": 52.0, "grad_norm": 0.9447174668312073, "learning_rate": 2.4e-05, "loss": 0.0173, "step": 4992 }, { "epoch": 52.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9554140127388535, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9615384615384616, "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": 0.03517177328467369, "eval_overall_accuracy": 0.9903925336261323, "eval_overall_f1": 0.9649122807017544, "eval_overall_precision": 0.9625, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.2475, "eval_samples_per_second": 686.827, "eval_steps_per_second": 12.12, "step": 4992 }, { "epoch": 53.0, "grad_norm": 0.6928880214691162, "learning_rate": 2.35e-05, "loss": 0.0169, "step": 5088 }, { "epoch": 53.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9463722397476341, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9433962264150944, "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": 0.03526773303747177, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9612983770287142, "eval_overall_precision": 0.9553349875930521, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.2468, "eval_samples_per_second": 688.789, "eval_steps_per_second": 12.155, "step": 5088 }, { "epoch": 54.0, "grad_norm": 0.22660917043685913, "learning_rate": 2.3000000000000003e-05, "loss": 0.0153, "step": 5184 }, { "epoch": 54.0, "eval_LOCATION_f1": 0.9613733905579399, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9572649572649573, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9587301587301587, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9617834394904459, "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": 0.035062070935964584, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.9674185463659147, "eval_overall_precision": 0.965, "eval_overall_recall": 0.9698492462311558, "eval_runtime": 0.2468, "eval_samples_per_second": 688.761, "eval_steps_per_second": 12.155, "step": 5184 }, { "epoch": 55.0, "grad_norm": 1.0093673467636108, "learning_rate": 2.25e-05, "loss": 0.0145, "step": 5280 }, { "epoch": 55.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.952076677316294, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9612903225806452, "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": 0.03487938269972801, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.9636135508155583, "eval_overall_precision": 0.9624060150375939, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2478, "eval_samples_per_second": 686.117, "eval_steps_per_second": 12.108, "step": 5280 }, { "epoch": 56.0, "grad_norm": 1.7693700790405273, "learning_rate": 2.2000000000000003e-05, "loss": 0.0155, "step": 5376 }, { "epoch": 56.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.946031746031746, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9490445859872612, "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": 0.03596748039126396, "eval_overall_accuracy": 0.990118034586879, "eval_overall_f1": 0.9612983770287142, "eval_overall_precision": 0.9553349875930521, "eval_overall_recall": 0.9673366834170855, "eval_runtime": 0.2484, "eval_samples_per_second": 684.305, "eval_steps_per_second": 12.076, "step": 5376 }, { "epoch": 57.0, "grad_norm": 0.3393550217151642, "learning_rate": 2.15e-05, "loss": 0.016, "step": 5472 }, { "epoch": 57.0, "eval_LOCATION_f1": 0.9613733905579399, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9572649572649573, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.952076677316294, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9612903225806452, "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": 0.03762773424386978, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.964824120603015, "eval_overall_precision": 0.964824120603015, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2475, "eval_samples_per_second": 686.779, "eval_steps_per_second": 12.12, "step": 5472 }, { "epoch": 58.0, "grad_norm": 0.24553614854812622, "learning_rate": 2.1e-05, "loss": 0.0143, "step": 5568 }, { "epoch": 58.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9483870967741935, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9671052631578947, "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": 0.03893188014626503, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9610062893081761, "eval_overall_precision": 0.9622166246851386, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2463, "eval_samples_per_second": 690.092, "eval_steps_per_second": 12.178, "step": 5568 }, { "epoch": 59.0, "grad_norm": 0.4906691908836365, "learning_rate": 2.05e-05, "loss": 0.0156, "step": 5664 }, { "epoch": 59.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "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": 0.9840000000000001, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9761904761904762, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.037039317190647125, "eval_overall_accuracy": 0.990118034586879, "eval_overall_f1": 0.9563046192259675, "eval_overall_precision": 0.9503722084367245, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2473, "eval_samples_per_second": 687.477, "eval_steps_per_second": 12.132, "step": 5664 }, { "epoch": 60.0, "grad_norm": 0.331061989068985, "learning_rate": 2e-05, "loss": 0.0152, "step": 5760 }, { "epoch": 60.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9423076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9545454545454546, "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": 0.03670826926827431, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.958594730238394, "eval_overall_precision": 0.9573934837092731, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2461, "eval_samples_per_second": 690.711, "eval_steps_per_second": 12.189, "step": 5760 }, { "epoch": 61.0, "grad_norm": 0.49488845467567444, "learning_rate": 1.9500000000000003e-05, "loss": 0.0144, "step": 5856 }, { "epoch": 61.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9423076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9545454545454546, "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": 0.04074358195066452, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9573934837092732, "eval_overall_precision": 0.955, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.247, "eval_samples_per_second": 688.271, "eval_steps_per_second": 12.146, "step": 5856 }, { "epoch": 62.0, "grad_norm": 0.553154706954956, "learning_rate": 1.9e-05, "loss": 0.0127, "step": 5952 }, { "epoch": 62.0, "eval_LOCATION_f1": 0.9487179487179486, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.940677966101695, "eval_LOCATION_recall": 0.9568965517241379, "eval_ORGANIZATION_f1": 0.9423076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9545454545454546, "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": 0.038874927908182144, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.957286432160804, "eval_overall_precision": 0.957286432160804, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2476, "eval_samples_per_second": 686.542, "eval_steps_per_second": 12.115, "step": 5952 }, { "epoch": 63.0, "grad_norm": 0.11591355502605438, "learning_rate": 1.85e-05, "loss": 0.0149, "step": 6048 }, { "epoch": 63.0, "eval_LOCATION_f1": 0.9446808510638298, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9327731092436975, "eval_LOCATION_recall": 0.9568965517241379, "eval_ORGANIZATION_f1": 0.930379746835443, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.930379746835443, "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": 0.04020368307828903, "eval_overall_accuracy": 0.9879220422728521, "eval_overall_f1": 0.951310861423221, "eval_overall_precision": 0.9454094292803971, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2468, "eval_samples_per_second": 688.949, "eval_steps_per_second": 12.158, "step": 6048 }, { "epoch": 64.0, "grad_norm": 0.20438244938850403, "learning_rate": 1.8e-05, "loss": 0.0119, "step": 6144 }, { "epoch": 64.0, "eval_LOCATION_f1": 0.9356223175965666, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9316239316239316, "eval_LOCATION_recall": 0.9396551724137931, "eval_ORGANIZATION_f1": 0.9423076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9545454545454546, "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": 0.041177552193403244, "eval_overall_accuracy": 0.9887455393906122, "eval_overall_f1": 0.9522613065326633, "eval_overall_precision": 0.9522613065326633, "eval_overall_recall": 0.9522613065326633, "eval_runtime": 0.2472, "eval_samples_per_second": 687.765, "eval_steps_per_second": 12.137, "step": 6144 }, { "epoch": 65.0, "grad_norm": 0.5410135984420776, "learning_rate": 1.75e-05, "loss": 0.0117, "step": 6240 }, { "epoch": 65.0, "eval_LOCATION_f1": 0.9487179487179486, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.940677966101695, "eval_LOCATION_recall": 0.9568965517241379, "eval_ORGANIZATION_f1": 0.9389067524115756, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.954248366013072, "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": 0.038046203553676605, "eval_overall_accuracy": 0.9887455393906122, "eval_overall_f1": 0.9559748427672956, "eval_overall_precision": 0.9571788413098237, "eval_overall_recall": 0.9547738693467337, "eval_runtime": 0.2477, "eval_samples_per_second": 686.221, "eval_steps_per_second": 12.11, "step": 6240 }, { "epoch": 66.0, "grad_norm": 0.3558520972728729, "learning_rate": 1.7000000000000003e-05, "loss": 0.013, "step": 6336 }, { "epoch": 66.0, "eval_LOCATION_f1": 0.944206008583691, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9401709401709402, "eval_LOCATION_recall": 0.9482758620689655, "eval_ORGANIZATION_f1": 0.9389067524115756, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.954248366013072, "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": 0.0384184867143631, "eval_overall_accuracy": 0.9884710403513588, "eval_overall_f1": 0.9546599496221662, "eval_overall_precision": 0.9570707070707071, "eval_overall_recall": 0.9522613065326633, "eval_runtime": 0.248, "eval_samples_per_second": 685.427, "eval_steps_per_second": 12.096, "step": 6336 }, { "epoch": 67.0, "grad_norm": 0.38077038526535034, "learning_rate": 1.65e-05, "loss": 0.012, "step": 6432 }, { "epoch": 67.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9514563106796117, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9735099337748344, "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": 0.04134724289178848, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9634300126103404, "eval_overall_precision": 0.9670886075949368, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2469, "eval_samples_per_second": 688.528, "eval_steps_per_second": 12.15, "step": 6432 }, { "epoch": 68.0, "grad_norm": 0.7169849276542664, "learning_rate": 1.6000000000000003e-05, "loss": 0.0112, "step": 6528 }, { "epoch": 68.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9456869009584665, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9548387096774194, "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": 0.0398847796022892, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9611041405269761, "eval_overall_precision": 0.9598997493734336, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2471, "eval_samples_per_second": 687.852, "eval_steps_per_second": 12.139, "step": 6528 }, { "epoch": 69.0, "grad_norm": 0.055364880710840225, "learning_rate": 1.55e-05, "loss": 0.0129, "step": 6624 }, { "epoch": 69.0, "eval_LOCATION_f1": 0.961038961038961, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9652173913043478, "eval_LOCATION_recall": 0.9568965517241379, "eval_ORGANIZATION_f1": 0.946031746031746, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9490445859872612, "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": 0.036749452352523804, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.9623115577889447, "eval_overall_precision": 0.9623115577889447, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2468, "eval_samples_per_second": 688.723, "eval_steps_per_second": 12.154, "step": 6624 }, { "epoch": 70.0, "grad_norm": 0.9877629280090332, "learning_rate": 1.5e-05, "loss": 0.0115, "step": 6720 }, { "epoch": 70.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "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": 0.9840000000000001, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9761904761904762, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.03813130408525467, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9563046192259675, "eval_overall_precision": 0.9503722084367245, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2471, "eval_samples_per_second": 687.942, "eval_steps_per_second": 12.14, "step": 6720 }, { "epoch": 71.0, "grad_norm": 0.07566643506288528, "learning_rate": 1.45e-05, "loss": 0.0119, "step": 6816 }, { "epoch": 71.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9453376205787781, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9607843137254902, "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": 0.03809782862663269, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9597989949748744, "eval_overall_precision": 0.9597989949748744, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2462, "eval_samples_per_second": 690.455, "eval_steps_per_second": 12.185, "step": 6816 }, { "epoch": 72.0, "grad_norm": 0.2541041076183319, "learning_rate": 1.4000000000000001e-05, "loss": 0.0127, "step": 6912 }, { "epoch": 72.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9423076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9545454545454546, "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": 0.041823167353868484, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9597989949748744, "eval_overall_precision": 0.9597989949748744, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2462, "eval_samples_per_second": 690.632, "eval_steps_per_second": 12.188, "step": 6912 }, { "epoch": 73.0, "grad_norm": 0.5936521887779236, "learning_rate": 1.3500000000000001e-05, "loss": 0.011, "step": 7008 }, { "epoch": 73.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9426751592356688, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9487179487179487, "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": 0.04079050570726395, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9586983729662076, "eval_overall_precision": 0.9551122194513716, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2466, "eval_samples_per_second": 689.268, "eval_steps_per_second": 12.164, "step": 7008 }, { "epoch": 74.0, "grad_norm": 0.0879291296005249, "learning_rate": 1.3000000000000001e-05, "loss": 0.0121, "step": 7104 }, { "epoch": 74.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9423076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9545454545454546, "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": 0.04260127618908882, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9573934837092732, "eval_overall_precision": 0.955, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2478, "eval_samples_per_second": 686.03, "eval_steps_per_second": 12.106, "step": 7104 }, { "epoch": 75.0, "grad_norm": 0.38872087001800537, "learning_rate": 1.25e-05, "loss": 0.0122, "step": 7200 }, { "epoch": 75.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.939297124600639, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9483870967741935, "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": 0.03913264349102974, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9573934837092732, "eval_overall_precision": 0.955, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2468, "eval_samples_per_second": 688.868, "eval_steps_per_second": 12.156, "step": 7200 }, { "epoch": 76.0, "grad_norm": 0.8778914213180542, "learning_rate": 1.2e-05, "loss": 0.0108, "step": 7296 }, { "epoch": 76.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9426751592356688, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9487179487179487, "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": 0.040109992027282715, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9586983729662076, "eval_overall_precision": 0.9551122194513716, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.247, "eval_samples_per_second": 688.371, "eval_steps_per_second": 12.148, "step": 7296 }, { "epoch": 77.0, "grad_norm": 0.6291911005973816, "learning_rate": 1.1500000000000002e-05, "loss": 0.0103, "step": 7392 }, { "epoch": 77.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9423076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9545454545454546, "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": 0.040241751819849014, "eval_overall_accuracy": 0.9887455393906122, "eval_overall_f1": 0.958594730238394, "eval_overall_precision": 0.9573934837092731, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2468, "eval_samples_per_second": 688.859, "eval_steps_per_second": 12.156, "step": 7392 }, { "epoch": 78.0, "grad_norm": 0.7284227609634399, "learning_rate": 1.1000000000000001e-05, "loss": 0.0105, "step": 7488 }, { "epoch": 78.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9456869009584665, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9548387096774194, "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": 0.040437355637550354, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9612015018773465, "eval_overall_precision": 0.9576059850374065, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.247, "eval_samples_per_second": 688.3, "eval_steps_per_second": 12.146, "step": 7488 }, { "epoch": 79.0, "grad_norm": 0.5486218333244324, "learning_rate": 1.05e-05, "loss": 0.0106, "step": 7584 }, { "epoch": 79.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9483870967741935, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9671052631578947, "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": 0.04188862815499306, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9623115577889447, "eval_overall_precision": 0.9623115577889447, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2465, "eval_samples_per_second": 689.713, "eval_steps_per_second": 12.171, "step": 7584 }, { "epoch": 80.0, "grad_norm": 1.4418476819992065, "learning_rate": 1e-05, "loss": 0.0111, "step": 7680 }, { "epoch": 80.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.946031746031746, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9490445859872612, "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": 0.04007694125175476, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9612015018773465, "eval_overall_precision": 0.9576059850374065, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2468, "eval_samples_per_second": 688.947, "eval_steps_per_second": 12.158, "step": 7680 }, { "epoch": 81.0, "grad_norm": 0.2255631983280182, "learning_rate": 9.5e-06, "loss": 0.0109, "step": 7776 }, { "epoch": 81.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9371069182389938, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.93125, "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": 0.039456337690353394, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9576059850374065, "eval_overall_precision": 0.9504950495049505, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2472, "eval_samples_per_second": 687.573, "eval_steps_per_second": 12.134, "step": 7776 }, { "epoch": 82.0, "grad_norm": 0.080887071788311, "learning_rate": 9e-06, "loss": 0.0093, "step": 7872 }, { "epoch": 82.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9426751592356688, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9487179487179487, "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": 0.040067095309495926, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.9575, "eval_overall_precision": 0.9527363184079602, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2468, "eval_samples_per_second": 688.721, "eval_steps_per_second": 12.154, "step": 7872 }, { "epoch": 83.0, "grad_norm": 0.3396219313144684, "learning_rate": 8.500000000000002e-06, "loss": 0.0097, "step": 7968 }, { "epoch": 83.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9430379746835443, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9430379746835443, "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": 0.039701949805021286, "eval_overall_accuracy": 0.990118034586879, "eval_overall_f1": 0.958801498127341, "eval_overall_precision": 0.9528535980148883, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2482, "eval_samples_per_second": 684.796, "eval_steps_per_second": 12.085, "step": 7968 }, { "epoch": 84.0, "grad_norm": 0.0596945583820343, "learning_rate": 8.000000000000001e-06, "loss": 0.0099, "step": 8064 }, { "epoch": 84.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9426751592356688, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9487179487179487, "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": 0.041147805750370026, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.96, "eval_overall_precision": 0.9552238805970149, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2462, "eval_samples_per_second": 690.505, "eval_steps_per_second": 12.185, "step": 8064 }, { "epoch": 85.0, "grad_norm": 0.9234394431114197, "learning_rate": 7.5e-06, "loss": 0.0109, "step": 8160 }, { "epoch": 85.0, "eval_LOCATION_f1": 0.9572649572649573, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9491525423728814, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9400630914826499, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9371069182389937, "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": 0.03986668586730957, "eval_overall_accuracy": 0.9898435355476256, "eval_overall_f1": 0.958801498127341, "eval_overall_precision": 0.9528535980148883, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2471, "eval_samples_per_second": 688.011, "eval_steps_per_second": 12.141, "step": 8160 }, { "epoch": 86.0, "grad_norm": 0.11307190358638763, "learning_rate": 7.000000000000001e-06, "loss": 0.0086, "step": 8256 }, { "epoch": 86.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.939297124600639, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9483870967741935, "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": 0.04153381288051605, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9561952440550688, "eval_overall_precision": 0.9526184538653366, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2463, "eval_samples_per_second": 690.215, "eval_steps_per_second": 12.18, "step": 8256 }, { "epoch": 87.0, "grad_norm": 0.3918910026550293, "learning_rate": 6.5000000000000004e-06, "loss": 0.0099, "step": 8352 }, { "epoch": 87.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "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": 0.041307542473077774, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9539227895392278, "eval_overall_precision": 0.945679012345679, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2465, "eval_samples_per_second": 689.606, "eval_steps_per_second": 12.17, "step": 8352 }, { "epoch": 88.0, "grad_norm": 0.43542471528053284, "learning_rate": 6e-06, "loss": 0.0096, "step": 8448 }, { "epoch": 88.0, "eval_LOCATION_f1": 0.9527896995708154, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9487179487179487, "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": 0.9840000000000001, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9761904761904762, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.04124666377902031, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9538077403245941, "eval_overall_precision": 0.9478908188585607, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2467, "eval_samples_per_second": 689.229, "eval_steps_per_second": 12.163, "step": 8448 }, { "epoch": 89.0, "grad_norm": 1.2714601755142212, "learning_rate": 5.500000000000001e-06, "loss": 0.0092, "step": 8544 }, { "epoch": 89.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9456869009584665, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9548387096774194, "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": 0.042353034019470215, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9612015018773465, "eval_overall_precision": 0.9576059850374065, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2409, "eval_samples_per_second": 705.786, "eval_steps_per_second": 12.455, "step": 8544 }, { "epoch": 90.0, "grad_norm": 0.14771705865859985, "learning_rate": 5e-06, "loss": 0.0095, "step": 8640 }, { "epoch": 90.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.939297124600639, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9483870967741935, "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": 0.04223255440592766, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9573934837092732, "eval_overall_precision": 0.955, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2465, "eval_samples_per_second": 689.6, "eval_steps_per_second": 12.169, "step": 8640 }, { "epoch": 91.0, "grad_norm": 0.2939094305038452, "learning_rate": 4.5e-06, "loss": 0.0097, "step": 8736 }, { "epoch": 91.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9453376205787781, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9607843137254902, "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": 0.04201522842049599, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.958594730238394, "eval_overall_precision": 0.9573934837092731, "eval_overall_recall": 0.9597989949748744, "eval_runtime": 0.2467, "eval_samples_per_second": 688.991, "eval_steps_per_second": 12.159, "step": 8736 }, { "epoch": 92.0, "grad_norm": 0.8788660168647766, "learning_rate": 4.000000000000001e-06, "loss": 0.0089, "step": 8832 }, { "epoch": 92.0, "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": 0.9840000000000001, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9761904761904762, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.04096130654215813, "eval_overall_accuracy": 0.9887455393906122, "eval_overall_f1": 0.9548872180451128, "eval_overall_precision": 0.9525, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2483, "eval_samples_per_second": 684.578, "eval_steps_per_second": 12.081, "step": 8832 }, { "epoch": 93.0, "grad_norm": 0.46748608350753784, "learning_rate": 3.5000000000000004e-06, "loss": 0.009, "step": 8928 }, { "epoch": 93.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9426751592356688, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9487179487179487, "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": 0.04002050682902336, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9575, "eval_overall_precision": 0.9527363184079602, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2473, "eval_samples_per_second": 687.499, "eval_steps_per_second": 12.132, "step": 8928 }, { "epoch": 94.0, "grad_norm": 0.2738216519355774, "learning_rate": 3e-06, "loss": 0.0087, "step": 9024 }, { "epoch": 94.0, "eval_LOCATION_f1": 0.9487179487179486, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.940677966101695, "eval_LOCATION_recall": 0.9568965517241379, "eval_ORGANIZATION_f1": 0.9333333333333332, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9363057324840764, "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": 0.03994812071323395, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9536921151439299, "eval_overall_precision": 0.9501246882793017, "eval_overall_recall": 0.957286432160804, "eval_runtime": 0.2462, "eval_samples_per_second": 690.604, "eval_steps_per_second": 12.187, "step": 9024 }, { "epoch": 95.0, "grad_norm": 0.16727368533611298, "learning_rate": 2.5e-06, "loss": 0.0104, "step": 9120 }, { "epoch": 95.0, "eval_LOCATION_f1": 0.9491525423728815, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9333333333333333, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9426751592356688, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9487179487179487, "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": 0.04057507961988449, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9575, "eval_overall_precision": 0.9527363184079602, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2459, "eval_samples_per_second": 691.47, "eval_steps_per_second": 12.202, "step": 9120 }, { "epoch": 96.0, "grad_norm": 0.6071892976760864, "learning_rate": 2.0000000000000003e-06, "loss": 0.0096, "step": 9216 }, { "epoch": 96.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9456869009584665, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9548387096774194, "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": 0.04074835404753685, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9612015018773465, "eval_overall_precision": 0.9576059850374065, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2473, "eval_samples_per_second": 687.491, "eval_steps_per_second": 12.132, "step": 9216 }, { "epoch": 97.0, "grad_norm": 0.0196926798671484, "learning_rate": 1.5e-06, "loss": 0.009, "step": 9312 }, { "epoch": 97.0, "eval_LOCATION_f1": 0.9531914893617022, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9411764705882353, "eval_LOCATION_recall": 0.9655172413793104, "eval_ORGANIZATION_f1": 0.9426751592356688, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9487179487179487, "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": 0.040599845349788666, "eval_overall_accuracy": 0.9890200384298655, "eval_overall_f1": 0.9586983729662076, "eval_overall_precision": 0.9551122194513716, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2468, "eval_samples_per_second": 688.844, "eval_steps_per_second": 12.156, "step": 9312 }, { "epoch": 98.0, "grad_norm": 0.8363510966300964, "learning_rate": 1.0000000000000002e-06, "loss": 0.0077, "step": 9408 }, { "epoch": 98.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9456869009584665, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9548387096774194, "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": 0.041095513850450516, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9612015018773465, "eval_overall_precision": 0.9576059850374065, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2462, "eval_samples_per_second": 690.501, "eval_steps_per_second": 12.185, "step": 9408 }, { "epoch": 99.0, "grad_norm": 0.2748110890388489, "learning_rate": 5.000000000000001e-07, "loss": 0.0089, "step": 9504 }, { "epoch": 99.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9423076923076923, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9545454545454546, "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": 0.0409933365881443, "eval_overall_accuracy": 0.9892945374691189, "eval_overall_f1": 0.9598997493734336, "eval_overall_precision": 0.9575, "eval_overall_recall": 0.9623115577889447, "eval_runtime": 0.2464, "eval_samples_per_second": 689.911, "eval_steps_per_second": 12.175, "step": 9504 }, { "epoch": 100.0, "grad_norm": 0.07123050838708878, "learning_rate": 0.0, "loss": 0.0088, "step": 9600 }, { "epoch": 100.0, "eval_LOCATION_f1": 0.9576271186440678, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9416666666666667, "eval_LOCATION_recall": 0.9741379310344828, "eval_ORGANIZATION_f1": 0.9456869009584665, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9548387096774194, "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": 0.040953390300273895, "eval_overall_accuracy": 0.9895690365083722, "eval_overall_f1": 0.9612015018773465, "eval_overall_precision": 0.9576059850374065, "eval_overall_recall": 0.964824120603015, "eval_runtime": 0.2471, "eval_samples_per_second": 688.093, "eval_steps_per_second": 12.143, "step": 9600 }, { "epoch": 100.0, "step": 9600, "total_flos": 3888496881825792.0, "train_loss": 0.04538078151643276, "train_runtime": 567.4895, "train_samples_per_second": 269.785, "train_steps_per_second": 16.917 } ], "logging_steps": 500, "max_steps": 9600, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "total_flos": 3888496881825792.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }