| { |
| "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": 1.0567405223846436, |
| "learning_rate": 4.9500000000000004e-05, |
| "loss": 0.8567, |
| "step": 96 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_LOCATION_f1": 0.0, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.0, |
| "eval_LOCATION_recall": 0.0, |
| "eval_ORGANIZATION_f1": 0.13953488372093023, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.225, |
| "eval_ORGANIZATION_recall": 0.10112359550561797, |
| "eval_PERSON_f1": 0.10062893081761007, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.25806451612903225, |
| "eval_PERSON_recall": 0.0625, |
| "eval_loss": 0.40856924653053284, |
| "eval_overall_accuracy": 0.8507422402159244, |
| "eval_overall_f1": 0.10317460317460317, |
| "eval_overall_precision": 0.23214285714285715, |
| "eval_overall_recall": 0.0663265306122449, |
| "eval_runtime": 0.2722, |
| "eval_samples_per_second": 624.587, |
| "eval_steps_per_second": 11.022, |
| "step": 96 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.710187554359436, |
| "learning_rate": 4.9e-05, |
| "loss": 0.3561, |
| "step": 192 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_LOCATION_f1": 0.5376344086021505, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.5, |
| "eval_LOCATION_recall": 0.5813953488372093, |
| "eval_ORGANIZATION_f1": 0.6109510086455331, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.6272189349112426, |
| "eval_ORGANIZATION_recall": 0.5955056179775281, |
| "eval_PERSON_f1": 0.846441947565543, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.8129496402877698, |
| "eval_PERSON_recall": 0.8828125, |
| "eval_loss": 0.1959131509065628, |
| "eval_overall_accuracy": 0.9443994601889338, |
| "eval_overall_f1": 0.6725, |
| "eval_overall_precision": 0.6593137254901961, |
| "eval_overall_recall": 0.6862244897959183, |
| "eval_runtime": 0.263, |
| "eval_samples_per_second": 646.495, |
| "eval_steps_per_second": 11.409, |
| "step": 192 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.9030072689056396, |
| "learning_rate": 4.85e-05, |
| "loss": 0.1947, |
| "step": 288 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_LOCATION_f1": 0.7727272727272727, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7555555555555555, |
| "eval_LOCATION_recall": 0.7906976744186046, |
| "eval_ORGANIZATION_f1": 0.8075880758807588, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.7801047120418848, |
| "eval_ORGANIZATION_recall": 0.8370786516853933, |
| "eval_PERSON_f1": 0.9545454545454545, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9264705882352942, |
| "eval_PERSON_recall": 0.984375, |
| "eval_loss": 0.10297086089849472, |
| "eval_overall_accuracy": 0.9676113360323887, |
| "eval_overall_f1": 0.8479604449938195, |
| "eval_overall_precision": 0.8225419664268585, |
| "eval_overall_recall": 0.875, |
| "eval_runtime": 0.2641, |
| "eval_samples_per_second": 643.805, |
| "eval_steps_per_second": 11.361, |
| "step": 288 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.8738144040107727, |
| "learning_rate": 4.8e-05, |
| "loss": 0.1377, |
| "step": 384 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_LOCATION_f1": 0.7865168539325844, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7608695652173914, |
| "eval_LOCATION_recall": 0.813953488372093, |
| "eval_ORGANIZATION_f1": 0.7977839335180056, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.7868852459016393, |
| "eval_ORGANIZATION_recall": 0.8089887640449438, |
| "eval_PERSON_f1": 0.9612403100775193, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9538461538461539, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.08727145195007324, |
| "eval_overall_accuracy": 0.9727395411605938, |
| "eval_overall_f1": 0.848180677540778, |
| "eval_overall_precision": 0.8345679012345679, |
| "eval_overall_recall": 0.8622448979591837, |
| "eval_runtime": 0.2667, |
| "eval_samples_per_second": 637.45, |
| "eval_steps_per_second": 11.249, |
| "step": 384 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 0.5742180347442627, |
| "learning_rate": 4.75e-05, |
| "loss": 0.1135, |
| "step": 480 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_LOCATION_f1": 0.8087431693989071, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7628865979381443, |
| "eval_LOCATION_recall": 0.8604651162790697, |
| "eval_ORGANIZATION_f1": 0.8626373626373626, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8440860215053764, |
| "eval_ORGANIZATION_recall": 0.8820224719101124, |
| "eval_PERSON_f1": 0.9612403100775193, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9538461538461539, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.07276300340890884, |
| "eval_overall_accuracy": 0.9754385964912281, |
| "eval_overall_f1": 0.8819875776397517, |
| "eval_overall_precision": 0.8595641646489104, |
| "eval_overall_recall": 0.9056122448979592, |
| "eval_runtime": 0.2634, |
| "eval_samples_per_second": 645.418, |
| "eval_steps_per_second": 11.39, |
| "step": 480 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 0.9918156862258911, |
| "learning_rate": 4.7e-05, |
| "loss": 0.0987, |
| "step": 576 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_LOCATION_f1": 0.861878453038674, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8210526315789474, |
| "eval_LOCATION_recall": 0.9069767441860465, |
| "eval_ORGANIZATION_f1": 0.8795518207282913, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8770949720670391, |
| "eval_ORGANIZATION_recall": 0.8820224719101124, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.06594817340373993, |
| "eval_overall_accuracy": 0.9789473684210527, |
| "eval_overall_f1": 0.9042821158690176, |
| "eval_overall_precision": 0.8930348258706468, |
| "eval_overall_recall": 0.9158163265306123, |
| "eval_runtime": 0.264, |
| "eval_samples_per_second": 643.865, |
| "eval_steps_per_second": 11.362, |
| "step": 576 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 0.7604576349258423, |
| "learning_rate": 4.6500000000000005e-05, |
| "loss": 0.0878, |
| "step": 672 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_LOCATION_f1": 0.8700564971751413, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8461538461538461, |
| "eval_LOCATION_recall": 0.8953488372093024, |
| "eval_ORGANIZATION_f1": 0.8901098901098902, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8709677419354839, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05883262678980827, |
| "eval_overall_accuracy": 0.9808367071524966, |
| "eval_overall_f1": 0.9097744360902256, |
| "eval_overall_precision": 0.8940886699507389, |
| "eval_overall_recall": 0.9260204081632653, |
| "eval_runtime": 0.2639, |
| "eval_samples_per_second": 644.304, |
| "eval_steps_per_second": 11.37, |
| "step": 672 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 0.18556399643421173, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.08, |
| "step": 768 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_LOCATION_f1": 0.88268156424581, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8494623655913979, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.888283378746594, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8624338624338624, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9723320158102766, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.055362310260534286, |
| "eval_overall_accuracy": 0.9813765182186235, |
| "eval_overall_f1": 0.9136420525657072, |
| "eval_overall_precision": 0.8968058968058968, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.2636, |
| "eval_samples_per_second": 644.95, |
| "eval_steps_per_second": 11.381, |
| "step": 768 |
| }, |
| { |
| "epoch": 9.0, |
| "grad_norm": 0.48036935925483704, |
| "learning_rate": 4.55e-05, |
| "loss": 0.0735, |
| "step": 864 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_LOCATION_f1": 0.8715083798882681, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8387096774193549, |
| "eval_LOCATION_recall": 0.9069767441860465, |
| "eval_ORGANIZATION_f1": 0.9050279329608939, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05202125012874603, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9193954659949622, |
| "eval_overall_precision": 0.9079601990049752, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.2652, |
| "eval_samples_per_second": 640.948, |
| "eval_steps_per_second": 11.311, |
| "step": 864 |
| }, |
| { |
| "epoch": 10.0, |
| "grad_norm": 0.7441970109939575, |
| "learning_rate": 4.5e-05, |
| "loss": 0.0645, |
| "step": 960 |
| }, |
| { |
| "epoch": 10.0, |
| "eval_LOCATION_f1": 0.9060773480662985, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8631578947368421, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.907563025210084, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9050279329608939, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05197153240442276, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.929471032745592, |
| "eval_overall_precision": 0.917910447761194, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.264, |
| "eval_samples_per_second": 644.038, |
| "eval_steps_per_second": 11.365, |
| "step": 960 |
| }, |
| { |
| "epoch": 11.0, |
| "grad_norm": 0.559394359588623, |
| "learning_rate": 4.4500000000000004e-05, |
| "loss": 0.0597, |
| "step": 1056 |
| }, |
| { |
| "epoch": 11.0, |
| "eval_LOCATION_f1": 0.9120879120879122, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8645833333333334, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9152542372881356, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9204545454545454, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.968503937007874, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.05179161578416824, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9316455696202531, |
| "eval_overall_precision": 0.9246231155778895, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2643, |
| "eval_samples_per_second": 643.116, |
| "eval_steps_per_second": 11.349, |
| "step": 1056 |
| }, |
| { |
| "epoch": 12.0, |
| "grad_norm": 0.29234591126441956, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.056, |
| "step": 1152 |
| }, |
| { |
| "epoch": 12.0, |
| "eval_LOCATION_f1": 0.9257142857142857, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9101123595505618, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9090909090909092, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8918918918918919, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.046369876712560654, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9333333333333335, |
| "eval_overall_precision": 0.9205955334987593, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2638, |
| "eval_samples_per_second": 644.535, |
| "eval_steps_per_second": 11.374, |
| "step": 1152 |
| }, |
| { |
| "epoch": 13.0, |
| "grad_norm": 0.7817858457565308, |
| "learning_rate": 4.35e-05, |
| "loss": 0.0532, |
| "step": 1248 |
| }, |
| { |
| "epoch": 13.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9141274238227147, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9016393442622951, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9763779527559054, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9841269841269841, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.049661148339509964, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.9355246523388117, |
| "eval_overall_precision": 0.9273182957393483, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2635, |
| "eval_samples_per_second": 645.173, |
| "eval_steps_per_second": 11.385, |
| "step": 1248 |
| }, |
| { |
| "epoch": 14.0, |
| "grad_norm": 0.2573387324810028, |
| "learning_rate": 4.3e-05, |
| "loss": 0.0512, |
| "step": 1344 |
| }, |
| { |
| "epoch": 14.0, |
| "eval_LOCATION_f1": 0.9069767441860465, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9069767441860465, |
| "eval_LOCATION_recall": 0.9069767441860465, |
| "eval_ORGANIZATION_f1": 0.9187675070028011, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9162011173184358, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.047788966447114944, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9312977099236641, |
| "eval_overall_precision": 0.9289340101522843, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2628, |
| "eval_samples_per_second": 646.988, |
| "eval_steps_per_second": 11.417, |
| "step": 1344 |
| }, |
| { |
| "epoch": 15.0, |
| "grad_norm": 0.7714856863021851, |
| "learning_rate": 4.25e-05, |
| "loss": 0.0459, |
| "step": 1440 |
| }, |
| { |
| "epoch": 15.0, |
| "eval_LOCATION_f1": 0.9090909090909092, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8888888888888888, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9291784702549575, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9371428571428572, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9647058823529412, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.04869839549064636, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9362244897959183, |
| "eval_overall_precision": 0.9362244897959183, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.653, |
| "eval_steps_per_second": 11.412, |
| "step": 1440 |
| }, |
| { |
| "epoch": 16.0, |
| "grad_norm": 0.875140368938446, |
| "learning_rate": 4.2e-05, |
| "loss": 0.0462, |
| "step": 1536 |
| }, |
| { |
| "epoch": 16.0, |
| "eval_LOCATION_f1": 0.8961748633879781, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.845360824742268, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9126760563380282, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9152542372881356, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05018707737326622, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9281210592686003, |
| "eval_overall_precision": 0.9177057356608479, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2636, |
| "eval_samples_per_second": 644.852, |
| "eval_steps_per_second": 11.38, |
| "step": 1536 |
| }, |
| { |
| "epoch": 17.0, |
| "grad_norm": 0.3233906030654907, |
| "learning_rate": 4.15e-05, |
| "loss": 0.044, |
| "step": 1632 |
| }, |
| { |
| "epoch": 17.0, |
| "eval_LOCATION_f1": 0.8977272727272728, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8777777777777778, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9247910863509748, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9171270718232044, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05254907160997391, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9318181818181819, |
| "eval_overall_precision": 0.9225, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2627, |
| "eval_samples_per_second": 647.149, |
| "eval_steps_per_second": 11.42, |
| "step": 1632 |
| }, |
| { |
| "epoch": 18.0, |
| "grad_norm": 0.8678757548332214, |
| "learning_rate": 4.1e-05, |
| "loss": 0.0424, |
| "step": 1728 |
| }, |
| { |
| "epoch": 18.0, |
| "eval_LOCATION_f1": 0.9101123595505618, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8804347826086957, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9106145251396648, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9055555555555556, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.055523961782455444, |
| "eval_overall_accuracy": 0.9832658569500675, |
| "eval_overall_f1": 0.9304677623261693, |
| "eval_overall_precision": 0.9223057644110275, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.264, |
| "eval_samples_per_second": 644.04, |
| "eval_steps_per_second": 11.365, |
| "step": 1728 |
| }, |
| { |
| "epoch": 19.0, |
| "grad_norm": 0.5588005781173706, |
| "learning_rate": 4.05e-05, |
| "loss": 0.0409, |
| "step": 1824 |
| }, |
| { |
| "epoch": 19.0, |
| "eval_LOCATION_f1": 0.9028571428571427, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8876404494382022, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.902506963788301, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8950276243093923, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.04912838712334633, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9240506329113924, |
| "eval_overall_precision": 0.9170854271356784, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.264, |
| "eval_samples_per_second": 643.97, |
| "eval_steps_per_second": 11.364, |
| "step": 1824 |
| }, |
| { |
| "epoch": 20.0, |
| "grad_norm": 0.11216077953577042, |
| "learning_rate": 4e-05, |
| "loss": 0.0373, |
| "step": 1920 |
| }, |
| { |
| "epoch": 20.0, |
| "eval_LOCATION_f1": 0.8465608465608466, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7766990291262136, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.8870056497175142, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8920454545454546, |
| "eval_ORGANIZATION_recall": 0.8820224719101124, |
| "eval_PERSON_f1": 0.9606299212598425, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9682539682539683, |
| "eval_PERSON_recall": 0.953125, |
| "eval_loss": 0.06171651557087898, |
| "eval_overall_accuracy": 0.9805668016194332, |
| "eval_overall_f1": 0.9008782936010038, |
| "eval_overall_precision": 0.8864197530864197, |
| "eval_overall_recall": 0.9158163265306123, |
| "eval_runtime": 0.2645, |
| "eval_samples_per_second": 642.683, |
| "eval_steps_per_second": 11.341, |
| "step": 1920 |
| }, |
| { |
| "epoch": 21.0, |
| "grad_norm": 0.8559902906417847, |
| "learning_rate": 3.9500000000000005e-05, |
| "loss": 0.0367, |
| "step": 2016 |
| }, |
| { |
| "epoch": 21.0, |
| "eval_LOCATION_f1": 0.8852459016393444, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8350515463917526, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.8876080691642652, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9112426035502958, |
| "eval_ORGANIZATION_recall": 0.8651685393258427, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05349059775471687, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.916030534351145, |
| "eval_overall_precision": 0.9137055837563451, |
| "eval_overall_recall": 0.9183673469387755, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.572, |
| "eval_steps_per_second": 11.41, |
| "step": 2016 |
| }, |
| { |
| "epoch": 22.0, |
| "grad_norm": 0.7268219590187073, |
| "learning_rate": 3.9000000000000006e-05, |
| "loss": 0.0351, |
| "step": 2112 |
| }, |
| { |
| "epoch": 22.0, |
| "eval_LOCATION_f1": 0.8709677419354839, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.81, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9173789173789175, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.930635838150289, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05706202983856201, |
| "eval_overall_accuracy": 0.982995951417004, |
| "eval_overall_f1": 0.923076923076923, |
| "eval_overall_precision": 0.912718204488778, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2646, |
| "eval_samples_per_second": 642.552, |
| "eval_steps_per_second": 11.339, |
| "step": 2112 |
| }, |
| { |
| "epoch": 23.0, |
| "grad_norm": 0.27873164415359497, |
| "learning_rate": 3.85e-05, |
| "loss": 0.0328, |
| "step": 2208 |
| }, |
| { |
| "epoch": 23.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9226361031518625, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9415204678362573, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.050778698176145554, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9362244897959183, |
| "eval_overall_precision": 0.9362244897959183, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2631, |
| "eval_samples_per_second": 646.205, |
| "eval_steps_per_second": 11.404, |
| "step": 2208 |
| }, |
| { |
| "epoch": 24.0, |
| "grad_norm": 0.03576788678765297, |
| "learning_rate": 3.8e-05, |
| "loss": 0.0323, |
| "step": 2304 |
| }, |
| { |
| "epoch": 24.0, |
| "eval_LOCATION_f1": 0.8999999999999999, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8617021276595744, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9273743016759777, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9222222222222223, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05190228670835495, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9370277078085643, |
| "eval_overall_precision": 0.9253731343283582, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2626, |
| "eval_samples_per_second": 647.33, |
| "eval_steps_per_second": 11.423, |
| "step": 2304 |
| }, |
| { |
| "epoch": 25.0, |
| "grad_norm": 0.3854944407939911, |
| "learning_rate": 3.7500000000000003e-05, |
| "loss": 0.0298, |
| "step": 2400 |
| }, |
| { |
| "epoch": 25.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9178470254957507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9257142857142857, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.049816932529211044, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9362244897959183, |
| "eval_overall_precision": 0.9362244897959183, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2636, |
| "eval_samples_per_second": 644.916, |
| "eval_steps_per_second": 11.381, |
| "step": 2400 |
| }, |
| { |
| "epoch": 26.0, |
| "grad_norm": 0.06994820386171341, |
| "learning_rate": 3.7e-05, |
| "loss": 0.0274, |
| "step": 2496 |
| }, |
| { |
| "epoch": 26.0, |
| "eval_LOCATION_f1": 0.9302325581395349, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9302325581395349, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9256198347107438, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9081081081081082, |
| "eval_ORGANIZATION_recall": 0.9438202247191011, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05151611194014549, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9405815423514539, |
| "eval_overall_precision": 0.9323308270676691, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2634, |
| "eval_samples_per_second": 645.333, |
| "eval_steps_per_second": 11.388, |
| "step": 2496 |
| }, |
| { |
| "epoch": 27.0, |
| "grad_norm": 0.05162970349192619, |
| "learning_rate": 3.65e-05, |
| "loss": 0.0292, |
| "step": 2592 |
| }, |
| { |
| "epoch": 27.0, |
| "eval_LOCATION_f1": 0.9152542372881357, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8901098901098901, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9247910863509748, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9171270718232044, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05607521906495094, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9382093316519546, |
| "eval_overall_precision": 0.9276807980049875, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2634, |
| "eval_samples_per_second": 645.339, |
| "eval_steps_per_second": 11.388, |
| "step": 2592 |
| }, |
| { |
| "epoch": 28.0, |
| "grad_norm": 0.4818032681941986, |
| "learning_rate": 3.6e-05, |
| "loss": 0.0271, |
| "step": 2688 |
| }, |
| { |
| "epoch": 28.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9222222222222223, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9120879120879121, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.054379165172576904, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9368686868686869, |
| "eval_overall_precision": 0.9275, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2622, |
| "eval_samples_per_second": 648.467, |
| "eval_steps_per_second": 11.444, |
| "step": 2688 |
| }, |
| { |
| "epoch": 29.0, |
| "grad_norm": 0.5184191465377808, |
| "learning_rate": 3.55e-05, |
| "loss": 0.0271, |
| "step": 2784 |
| }, |
| { |
| "epoch": 29.0, |
| "eval_LOCATION_f1": 0.9090909090909092, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8888888888888888, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9171270718232043, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9021739130434783, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05031682923436165, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.9345088161209069, |
| "eval_overall_precision": 0.9228855721393034, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2626, |
| "eval_samples_per_second": 647.306, |
| "eval_steps_per_second": 11.423, |
| "step": 2784 |
| }, |
| { |
| "epoch": 30.0, |
| "grad_norm": 0.301739364862442, |
| "learning_rate": 3.5e-05, |
| "loss": 0.025, |
| "step": 2880 |
| }, |
| { |
| "epoch": 30.0, |
| "eval_LOCATION_f1": 0.8913043478260869, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8367346938775511, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.898550724637681, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9281437125748503, |
| "eval_ORGANIZATION_recall": 0.8707865168539326, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.056635547429323196, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9222929936305732, |
| "eval_overall_precision": 0.9211195928753181, |
| "eval_overall_recall": 0.923469387755102, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.63, |
| "eval_steps_per_second": 11.411, |
| "step": 2880 |
| }, |
| { |
| "epoch": 31.0, |
| "grad_norm": 0.05222267284989357, |
| "learning_rate": 3.45e-05, |
| "loss": 0.0244, |
| "step": 2976 |
| }, |
| { |
| "epoch": 31.0, |
| "eval_LOCATION_f1": 0.8999999999999999, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8617021276595744, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.905982905982906, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9190751445086706, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05337852984666824, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9275730622617534, |
| "eval_overall_precision": 0.9240506329113924, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.2633, |
| "eval_samples_per_second": 645.609, |
| "eval_steps_per_second": 11.393, |
| "step": 2976 |
| }, |
| { |
| "epoch": 32.0, |
| "grad_norm": 0.2674584984779358, |
| "learning_rate": 3.4000000000000007e-05, |
| "loss": 0.0241, |
| "step": 3072 |
| }, |
| { |
| "epoch": 32.0, |
| "eval_LOCATION_f1": 0.8817204301075269, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.82, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9080459770114941, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9294117647058824, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.06110076978802681, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9215189873417722, |
| "eval_overall_precision": 0.914572864321608, |
| "eval_overall_recall": 0.9285714285714286, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.662, |
| "eval_steps_per_second": 11.412, |
| "step": 3072 |
| }, |
| { |
| "epoch": 33.0, |
| "grad_norm": 0.7777827382087708, |
| "learning_rate": 3.35e-05, |
| "loss": 0.0229, |
| "step": 3168 |
| }, |
| { |
| "epoch": 33.0, |
| "eval_LOCATION_f1": 0.8804347826086957, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.826530612244898, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9080459770114941, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9294117647058824, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.9647058823529412, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.05559757351875305, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.9199491740787801, |
| "eval_overall_precision": 0.9164556962025316, |
| "eval_overall_recall": 0.923469387755102, |
| "eval_runtime": 0.2628, |
| "eval_samples_per_second": 646.773, |
| "eval_steps_per_second": 11.414, |
| "step": 3168 |
| }, |
| { |
| "epoch": 34.0, |
| "grad_norm": 0.3666849434375763, |
| "learning_rate": 3.3e-05, |
| "loss": 0.0227, |
| "step": 3264 |
| }, |
| { |
| "epoch": 34.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9199999999999999, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.936046511627907, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05445397272706032, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9323116219667943, |
| "eval_overall_precision": 0.9335038363171355, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.2641, |
| "eval_samples_per_second": 643.763, |
| "eval_steps_per_second": 11.361, |
| "step": 3264 |
| }, |
| { |
| "epoch": 35.0, |
| "grad_norm": 0.6137359738349915, |
| "learning_rate": 3.2500000000000004e-05, |
| "loss": 0.0223, |
| "step": 3360 |
| }, |
| { |
| "epoch": 35.0, |
| "eval_LOCATION_f1": 0.9162011173184358, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8817204301075269, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9235127478753541, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9314285714285714, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05303780734539032, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9377382465057178, |
| "eval_overall_precision": 0.9341772151898734, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2635, |
| "eval_samples_per_second": 645.076, |
| "eval_steps_per_second": 11.384, |
| "step": 3360 |
| }, |
| { |
| "epoch": 36.0, |
| "grad_norm": 0.42580920457839966, |
| "learning_rate": 3.2000000000000005e-05, |
| "loss": 0.022, |
| "step": 3456 |
| }, |
| { |
| "epoch": 36.0, |
| "eval_LOCATION_f1": 0.8901098901098902, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.84375, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9235127478753541, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9314285714285714, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.057867929339408875, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9292929292929293, |
| "eval_overall_precision": 0.92, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2619, |
| "eval_samples_per_second": 649.085, |
| "eval_steps_per_second": 11.454, |
| "step": 3456 |
| }, |
| { |
| "epoch": 37.0, |
| "grad_norm": 0.42478522658348083, |
| "learning_rate": 3.15e-05, |
| "loss": 0.0221, |
| "step": 3552 |
| }, |
| { |
| "epoch": 37.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9295774647887324, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9322033898305084, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05257951095700264, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.94147582697201, |
| "eval_overall_precision": 0.9390862944162437, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2635, |
| "eval_samples_per_second": 645.165, |
| "eval_steps_per_second": 11.385, |
| "step": 3552 |
| }, |
| { |
| "epoch": 38.0, |
| "grad_norm": 0.19741423428058624, |
| "learning_rate": 3.1e-05, |
| "loss": 0.0213, |
| "step": 3648 |
| }, |
| { |
| "epoch": 38.0, |
| "eval_LOCATION_f1": 0.9101123595505618, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8804347826086957, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9121813031161473, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.92, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.057214513421058655, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9314720812182741, |
| "eval_overall_precision": 0.9267676767676768, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.263, |
| "eval_samples_per_second": 646.468, |
| "eval_steps_per_second": 11.408, |
| "step": 3648 |
| }, |
| { |
| "epoch": 39.0, |
| "grad_norm": 0.21297980844974518, |
| "learning_rate": 3.05e-05, |
| "loss": 0.0198, |
| "step": 3744 |
| }, |
| { |
| "epoch": 39.0, |
| "eval_LOCATION_f1": 0.9302325581395349, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9302325581395349, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9230769230769231, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9032258064516129, |
| "eval_ORGANIZATION_recall": 0.9438202247191011, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.04810687154531479, |
| "eval_overall_accuracy": 0.9873144399460189, |
| "eval_overall_f1": 0.9393939393939393, |
| "eval_overall_precision": 0.93, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2651, |
| "eval_samples_per_second": 641.3, |
| "eval_steps_per_second": 11.317, |
| "step": 3744 |
| }, |
| { |
| "epoch": 40.0, |
| "grad_norm": 0.42829686403274536, |
| "learning_rate": 3e-05, |
| "loss": 0.02, |
| "step": 3840 |
| }, |
| { |
| "epoch": 40.0, |
| "eval_LOCATION_f1": 0.9039548022598871, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8791208791208791, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9204545454545454, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9310344827586207, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.052087049931287766, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.935031847133758, |
| "eval_overall_precision": 0.9338422391857506, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2631, |
| "eval_samples_per_second": 646.121, |
| "eval_steps_per_second": 11.402, |
| "step": 3840 |
| }, |
| { |
| "epoch": 41.0, |
| "grad_norm": 0.18620462715625763, |
| "learning_rate": 2.95e-05, |
| "loss": 0.0182, |
| "step": 3936 |
| }, |
| { |
| "epoch": 41.0, |
| "eval_LOCATION_f1": 0.9111111111111112, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8723404255319149, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9257142857142857, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9418604651162791, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05100242421030998, |
| "eval_overall_accuracy": 0.9875843454790824, |
| "eval_overall_f1": 0.937579617834395, |
| "eval_overall_precision": 0.9363867684478372, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2619, |
| "eval_samples_per_second": 649.032, |
| "eval_steps_per_second": 11.454, |
| "step": 3936 |
| }, |
| { |
| "epoch": 42.0, |
| "grad_norm": 0.03817855566740036, |
| "learning_rate": 2.9e-05, |
| "loss": 0.0194, |
| "step": 4032 |
| }, |
| { |
| "epoch": 42.0, |
| "eval_LOCATION_f1": 0.9039548022598871, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8791208791208791, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9318181818181818, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9425287356321839, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05455116555094719, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9387755102040817, |
| "eval_overall_precision": 0.9387755102040817, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.516, |
| "eval_steps_per_second": 11.409, |
| "step": 4032 |
| }, |
| { |
| "epoch": 43.0, |
| "grad_norm": 0.08467834442853928, |
| "learning_rate": 2.8499999999999998e-05, |
| "loss": 0.0164, |
| "step": 4128 |
| }, |
| { |
| "epoch": 43.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9257142857142857, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9418604651162791, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05664708837866783, |
| "eval_overall_accuracy": 0.9875843454790824, |
| "eval_overall_f1": 0.9411764705882353, |
| "eval_overall_precision": 0.9435897435897436, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2632, |
| "eval_samples_per_second": 645.998, |
| "eval_steps_per_second": 11.4, |
| "step": 4128 |
| }, |
| { |
| "epoch": 44.0, |
| "grad_norm": 0.9716057181358337, |
| "learning_rate": 2.8000000000000003e-05, |
| "loss": 0.0182, |
| "step": 4224 |
| }, |
| { |
| "epoch": 44.0, |
| "eval_LOCATION_f1": 0.8901098901098902, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.84375, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9075144508670521, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9345238095238095, |
| "eval_ORGANIZATION_recall": 0.8820224719101124, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.06421507894992828, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.923469387755102, |
| "eval_overall_precision": 0.923469387755102, |
| "eval_overall_recall": 0.923469387755102, |
| "eval_runtime": 0.2627, |
| "eval_samples_per_second": 647.21, |
| "eval_steps_per_second": 11.421, |
| "step": 4224 |
| }, |
| { |
| "epoch": 45.0, |
| "grad_norm": 0.4442441165447235, |
| "learning_rate": 2.7500000000000004e-05, |
| "loss": 0.0171, |
| "step": 4320 |
| }, |
| { |
| "epoch": 45.0, |
| "eval_LOCATION_f1": 0.8901098901098902, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.84375, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9287749287749287, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9421965317919075, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.059622135013341904, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9328263624841572, |
| "eval_overall_precision": 0.9269521410579346, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2641, |
| "eval_samples_per_second": 643.734, |
| "eval_steps_per_second": 11.36, |
| "step": 4320 |
| }, |
| { |
| "epoch": 46.0, |
| "grad_norm": 0.045812927186489105, |
| "learning_rate": 2.7000000000000002e-05, |
| "loss": 0.0171, |
| "step": 4416 |
| }, |
| { |
| "epoch": 46.0, |
| "eval_LOCATION_f1": 0.8864864864864866, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8282828282828283, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9132947976878611, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9404761904761905, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05522875115275383, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9250317662007623, |
| "eval_overall_precision": 0.9215189873417722, |
| "eval_overall_recall": 0.9285714285714286, |
| "eval_runtime": 0.2625, |
| "eval_samples_per_second": 647.715, |
| "eval_steps_per_second": 11.43, |
| "step": 4416 |
| }, |
| { |
| "epoch": 47.0, |
| "grad_norm": 0.2865196466445923, |
| "learning_rate": 2.6500000000000004e-05, |
| "loss": 0.0171, |
| "step": 4512 |
| }, |
| { |
| "epoch": 47.0, |
| "eval_LOCATION_f1": 0.9152542372881357, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8901098901098901, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9322033898305084, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9375, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9723320158102766, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.0554683580994606, |
| "eval_overall_accuracy": 0.9878542510121457, |
| "eval_overall_f1": 0.9413265306122449, |
| "eval_overall_precision": 0.9413265306122449, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.262, |
| "eval_samples_per_second": 648.854, |
| "eval_steps_per_second": 11.45, |
| "step": 4512 |
| }, |
| { |
| "epoch": 48.0, |
| "grad_norm": 2.1837306022644043, |
| "learning_rate": 2.6000000000000002e-05, |
| "loss": 0.0143, |
| "step": 4608 |
| }, |
| { |
| "epoch": 48.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9318181818181818, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9425287356321839, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.968503937007874, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9761904761904762, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.06268592178821564, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.937579617834395, |
| "eval_overall_precision": 0.9363867684478372, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2641, |
| "eval_samples_per_second": 643.781, |
| "eval_steps_per_second": 11.361, |
| "step": 4608 |
| }, |
| { |
| "epoch": 49.0, |
| "grad_norm": 0.037817440927028656, |
| "learning_rate": 2.5500000000000003e-05, |
| "loss": 0.016, |
| "step": 4704 |
| }, |
| { |
| "epoch": 49.0, |
| "eval_LOCATION_f1": 0.9152542372881357, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8901098901098901, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9405099150141643, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9485714285714286, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.056825291365385056, |
| "eval_overall_accuracy": 0.9870445344129555, |
| "eval_overall_f1": 0.9453621346886911, |
| "eval_overall_precision": 0.9417721518987342, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.263, |
| "eval_samples_per_second": 646.509, |
| "eval_steps_per_second": 11.409, |
| "step": 4704 |
| }, |
| { |
| "epoch": 50.0, |
| "grad_norm": 0.06557326763868332, |
| "learning_rate": 2.5e-05, |
| "loss": 0.0133, |
| "step": 4800 |
| }, |
| { |
| "epoch": 50.0, |
| "eval_LOCATION_f1": 0.9101123595505618, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8804347826086957, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9204545454545454, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9310344827586207, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.060878023505210876, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9351969504447268, |
| "eval_overall_precision": 0.9316455696202531, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2623, |
| "eval_samples_per_second": 648.03, |
| "eval_steps_per_second": 11.436, |
| "step": 4800 |
| }, |
| { |
| "epoch": 51.0, |
| "grad_norm": 0.025485187768936157, |
| "learning_rate": 2.45e-05, |
| "loss": 0.0149, |
| "step": 4896 |
| }, |
| { |
| "epoch": 51.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9257142857142857, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9418604651162791, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05756629630923271, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.935031847133758, |
| "eval_overall_precision": 0.9338422391857506, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2634, |
| "eval_samples_per_second": 645.426, |
| "eval_steps_per_second": 11.39, |
| "step": 4896 |
| }, |
| { |
| "epoch": 52.0, |
| "grad_norm": 1.6103955507278442, |
| "learning_rate": 2.4e-05, |
| "loss": 0.0146, |
| "step": 4992 |
| }, |
| { |
| "epoch": 52.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9464788732394366, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9491525423728814, |
| "eval_ORGANIZATION_recall": 0.9438202247191011, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05451711639761925, |
| "eval_overall_accuracy": 0.9878542510121457, |
| "eval_overall_f1": 0.949238578680203, |
| "eval_overall_precision": 0.9444444444444444, |
| "eval_overall_recall": 0.9540816326530612, |
| "eval_runtime": 0.2617, |
| "eval_samples_per_second": 649.567, |
| "eval_steps_per_second": 11.463, |
| "step": 4992 |
| }, |
| { |
| "epoch": 53.0, |
| "grad_norm": 1.6491730213165283, |
| "learning_rate": 2.35e-05, |
| "loss": 0.0149, |
| "step": 5088 |
| }, |
| { |
| "epoch": 53.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9441340782122906, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9388888888888889, |
| "eval_ORGANIZATION_recall": 0.949438202247191, |
| "eval_PERSON_f1": 0.9609375, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9609375, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.06067636236548424, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9429657794676806, |
| "eval_overall_precision": 0.9370277078085643, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.262, |
| "eval_samples_per_second": 648.897, |
| "eval_steps_per_second": 11.451, |
| "step": 5088 |
| }, |
| { |
| "epoch": 54.0, |
| "grad_norm": 0.623364269733429, |
| "learning_rate": 2.3000000000000003e-05, |
| "loss": 0.0131, |
| "step": 5184 |
| }, |
| { |
| "epoch": 54.0, |
| "eval_LOCATION_f1": 0.9152542372881357, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8901098901098901, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9371428571428573, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9534883720930233, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06415931135416031, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.9438775510204082, |
| "eval_overall_precision": 0.9438775510204082, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2622, |
| "eval_samples_per_second": 648.291, |
| "eval_steps_per_second": 11.44, |
| "step": 5184 |
| }, |
| { |
| "epoch": 55.0, |
| "grad_norm": 0.4180052876472473, |
| "learning_rate": 2.25e-05, |
| "loss": 0.013, |
| "step": 5280 |
| }, |
| { |
| "epoch": 55.0, |
| "eval_LOCATION_f1": 0.8876404494382023, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8586956521739131, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9230769230769231, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9364161849710982, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06132206693291664, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9324840764331209, |
| "eval_overall_precision": 0.9312977099236641, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2635, |
| "eval_samples_per_second": 645.207, |
| "eval_steps_per_second": 11.386, |
| "step": 5280 |
| }, |
| { |
| "epoch": 56.0, |
| "grad_norm": 0.720609188079834, |
| "learning_rate": 2.2000000000000003e-05, |
| "loss": 0.0138, |
| "step": 5376 |
| }, |
| { |
| "epoch": 56.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9269662921348315, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9269662921348315, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.054878633469343185, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9389312977099236, |
| "eval_overall_precision": 0.9365482233502538, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2625, |
| "eval_samples_per_second": 647.694, |
| "eval_steps_per_second": 11.43, |
| "step": 5376 |
| }, |
| { |
| "epoch": 57.0, |
| "grad_norm": 0.060024455189704895, |
| "learning_rate": 2.15e-05, |
| "loss": 0.013, |
| "step": 5472 |
| }, |
| { |
| "epoch": 57.0, |
| "eval_LOCATION_f1": 0.9090909090909092, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8888888888888888, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9291784702549575, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9371428571428572, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.06312891095876694, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.937579617834395, |
| "eval_overall_precision": 0.9363867684478372, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2645, |
| "eval_samples_per_second": 642.83, |
| "eval_steps_per_second": 11.344, |
| "step": 5472 |
| }, |
| { |
| "epoch": 58.0, |
| "grad_norm": 0.46193939447402954, |
| "learning_rate": 2.1e-05, |
| "loss": 0.0122, |
| "step": 5568 |
| }, |
| { |
| "epoch": 58.0, |
| "eval_LOCATION_f1": 0.9213483146067417, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8913043478260869, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9314285714285714, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9476744186046512, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06275834143161774, |
| "eval_overall_accuracy": 0.9870445344129555, |
| "eval_overall_f1": 0.9426751592356687, |
| "eval_overall_precision": 0.9414758269720102, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2637, |
| "eval_samples_per_second": 644.751, |
| "eval_steps_per_second": 11.378, |
| "step": 5568 |
| }, |
| { |
| "epoch": 59.0, |
| "grad_norm": 0.6101306676864624, |
| "learning_rate": 2.05e-05, |
| "loss": 0.012, |
| "step": 5664 |
| }, |
| { |
| "epoch": 59.0, |
| "eval_LOCATION_f1": 0.9310344827586208, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9204545454545454, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9378531073446328, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9431818181818182, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.0650852769613266, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9464285714285714, |
| "eval_overall_precision": 0.9464285714285714, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2622, |
| "eval_samples_per_second": 648.274, |
| "eval_steps_per_second": 11.44, |
| "step": 5664 |
| }, |
| { |
| "epoch": 60.0, |
| "grad_norm": 0.8312122225761414, |
| "learning_rate": 2e-05, |
| "loss": 0.0122, |
| "step": 5760 |
| }, |
| { |
| "epoch": 60.0, |
| "eval_LOCATION_f1": 0.9171270718232045, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8736842105263158, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9190751445086704, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9464285714285714, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.06510728597640991, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9348659003831418, |
| "eval_overall_precision": 0.9360613810741688, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2628, |
| "eval_samples_per_second": 646.935, |
| "eval_steps_per_second": 11.416, |
| "step": 5760 |
| }, |
| { |
| "epoch": 61.0, |
| "grad_norm": 0.4985395669937134, |
| "learning_rate": 1.9500000000000003e-05, |
| "loss": 0.0115, |
| "step": 5856 |
| }, |
| { |
| "epoch": 61.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9464788732394366, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9491525423728814, |
| "eval_ORGANIZATION_recall": 0.9438202247191011, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.064664326608181, |
| "eval_overall_accuracy": 0.9875843454790824, |
| "eval_overall_f1": 0.949238578680203, |
| "eval_overall_precision": 0.9444444444444444, |
| "eval_overall_recall": 0.9540816326530612, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.652, |
| "eval_steps_per_second": 11.412, |
| "step": 5856 |
| }, |
| { |
| "epoch": 62.0, |
| "grad_norm": 0.2893165946006775, |
| "learning_rate": 1.9e-05, |
| "loss": 0.0121, |
| "step": 5952 |
| }, |
| { |
| "epoch": 62.0, |
| "eval_LOCATION_f1": 0.9257142857142857, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9101123595505618, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9291784702549575, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9371428571428572, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06350239366292953, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9426751592356687, |
| "eval_overall_precision": 0.9414758269720102, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2636, |
| "eval_samples_per_second": 644.994, |
| "eval_steps_per_second": 11.382, |
| "step": 5952 |
| }, |
| { |
| "epoch": 63.0, |
| "grad_norm": 0.4730461537837982, |
| "learning_rate": 1.85e-05, |
| "loss": 0.011, |
| "step": 6048 |
| }, |
| { |
| "epoch": 63.0, |
| "eval_LOCATION_f1": 0.9195402298850575, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9090909090909091, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9405099150141643, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9485714285714286, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06381069123744965, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9464285714285714, |
| "eval_overall_precision": 0.9464285714285714, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.262, |
| "eval_samples_per_second": 648.871, |
| "eval_steps_per_second": 11.451, |
| "step": 6048 |
| }, |
| { |
| "epoch": 64.0, |
| "grad_norm": 0.5198408961296082, |
| "learning_rate": 1.8e-05, |
| "loss": 0.0113, |
| "step": 6144 |
| }, |
| { |
| "epoch": 64.0, |
| "eval_LOCATION_f1": 0.9213483146067417, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8913043478260869, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9261363636363636, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9367816091954023, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05832422897219658, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.940127388535032, |
| "eval_overall_precision": 0.9389312977099237, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2619, |
| "eval_samples_per_second": 649.128, |
| "eval_steps_per_second": 11.455, |
| "step": 6144 |
| }, |
| { |
| "epoch": 65.0, |
| "grad_norm": 0.07396053522825241, |
| "learning_rate": 1.75e-05, |
| "loss": 0.0107, |
| "step": 6240 |
| }, |
| { |
| "epoch": 65.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9322033898305084, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9375, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.06743788719177246, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.94147582697201, |
| "eval_overall_precision": 0.9390862944162437, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.741, |
| "eval_steps_per_second": 11.413, |
| "step": 6240 |
| }, |
| { |
| "epoch": 66.0, |
| "grad_norm": 0.051047179847955704, |
| "learning_rate": 1.7000000000000003e-05, |
| "loss": 0.0106, |
| "step": 6336 |
| }, |
| { |
| "epoch": 66.0, |
| "eval_LOCATION_f1": 0.9265536723163842, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9010989010989011, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9283667621776504, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9473684210526315, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06871438026428223, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9425287356321839, |
| "eval_overall_precision": 0.9437340153452686, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2631, |
| "eval_samples_per_second": 646.053, |
| "eval_steps_per_second": 11.401, |
| "step": 6336 |
| }, |
| { |
| "epoch": 67.0, |
| "grad_norm": 0.038774944841861725, |
| "learning_rate": 1.65e-05, |
| "loss": 0.0102, |
| "step": 6432 |
| }, |
| { |
| "epoch": 67.0, |
| "eval_LOCATION_f1": 0.9152542372881357, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8901098901098901, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9287749287749287, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9421965317919075, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06630941480398178, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9413265306122449, |
| "eval_overall_precision": 0.9413265306122449, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2633, |
| "eval_samples_per_second": 645.553, |
| "eval_steps_per_second": 11.392, |
| "step": 6432 |
| }, |
| { |
| "epoch": 68.0, |
| "grad_norm": 0.24254558980464935, |
| "learning_rate": 1.6000000000000003e-05, |
| "loss": 0.0099, |
| "step": 6528 |
| }, |
| { |
| "epoch": 68.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9431818181818182, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9540229885057471, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06650377064943314, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9464285714285714, |
| "eval_overall_precision": 0.9464285714285714, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2631, |
| "eval_samples_per_second": 646.049, |
| "eval_steps_per_second": 11.401, |
| "step": 6528 |
| }, |
| { |
| "epoch": 69.0, |
| "grad_norm": 0.4754196107387543, |
| "learning_rate": 1.55e-05, |
| "loss": 0.0108, |
| "step": 6624 |
| }, |
| { |
| "epoch": 69.0, |
| "eval_LOCATION_f1": 0.9248554913294798, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9195402298850575, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9378531073446328, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9431818181818182, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05997459217905998, |
| "eval_overall_accuracy": 0.9881241565452091, |
| "eval_overall_f1": 0.9476372924648786, |
| "eval_overall_precision": 0.948849104859335, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2627, |
| "eval_samples_per_second": 647.059, |
| "eval_steps_per_second": 11.419, |
| "step": 6624 |
| }, |
| { |
| "epoch": 70.0, |
| "grad_norm": 0.0765451043844223, |
| "learning_rate": 1.5e-05, |
| "loss": 0.0096, |
| "step": 6720 |
| }, |
| { |
| "epoch": 70.0, |
| "eval_LOCATION_f1": 0.9257142857142857, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9101123595505618, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9355742296918768, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9329608938547486, |
| "eval_ORGANIZATION_recall": 0.9382022471910112, |
| "eval_PERSON_f1": 0.9647058823529412, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.968503937007874, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.06229870766401291, |
| "eval_overall_accuracy": 0.9875843454790824, |
| "eval_overall_f1": 0.9428208386277002, |
| "eval_overall_precision": 0.9392405063291139, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.634, |
| "eval_steps_per_second": 11.411, |
| "step": 6720 |
| }, |
| { |
| "epoch": 71.0, |
| "grad_norm": 0.33183351159095764, |
| "learning_rate": 1.45e-05, |
| "loss": 0.0105, |
| "step": 6816 |
| }, |
| { |
| "epoch": 71.0, |
| "eval_LOCATION_f1": 0.9265536723163842, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9010989010989011, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9318181818181818, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9425287356321839, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06661175936460495, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9440203562340966, |
| "eval_overall_precision": 0.9416243654822335, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2631, |
| "eval_samples_per_second": 646.129, |
| "eval_steps_per_second": 11.402, |
| "step": 6816 |
| }, |
| { |
| "epoch": 72.0, |
| "grad_norm": 0.4176276922225952, |
| "learning_rate": 1.4000000000000001e-05, |
| "loss": 0.0088, |
| "step": 6912 |
| }, |
| { |
| "epoch": 72.0, |
| "eval_LOCATION_f1": 0.9318181818181819, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9111111111111111, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9137931034482758, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9352941176470588, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06664171069860458, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9384615384615385, |
| "eval_overall_precision": 0.9432989690721649, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2639, |
| "eval_samples_per_second": 644.2, |
| "eval_steps_per_second": 11.368, |
| "step": 6912 |
| }, |
| { |
| "epoch": 73.0, |
| "grad_norm": 0.08331205695867538, |
| "learning_rate": 1.3500000000000001e-05, |
| "loss": 0.0104, |
| "step": 7008 |
| }, |
| { |
| "epoch": 73.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9199999999999999, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.936046511627907, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06986453384160995, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9360613810741688, |
| "eval_overall_precision": 0.9384615384615385, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2622, |
| "eval_samples_per_second": 648.363, |
| "eval_steps_per_second": 11.442, |
| "step": 7008 |
| }, |
| { |
| "epoch": 74.0, |
| "grad_norm": 0.12321806699037552, |
| "learning_rate": 1.3000000000000001e-05, |
| "loss": 0.0087, |
| "step": 7104 |
| }, |
| { |
| "epoch": 74.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9291784702549575, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9371428571428572, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06694254279136658, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.940127388535032, |
| "eval_overall_precision": 0.9389312977099237, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2623, |
| "eval_samples_per_second": 648.128, |
| "eval_steps_per_second": 11.438, |
| "step": 7104 |
| }, |
| { |
| "epoch": 75.0, |
| "grad_norm": 0.8054729700088501, |
| "learning_rate": 1.25e-05, |
| "loss": 0.0093, |
| "step": 7200 |
| }, |
| { |
| "epoch": 75.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9261363636363636, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9367816091954023, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07096198946237564, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.9387755102040817, |
| "eval_overall_precision": 0.9387755102040817, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2624, |
| "eval_samples_per_second": 647.753, |
| "eval_steps_per_second": 11.431, |
| "step": 7200 |
| }, |
| { |
| "epoch": 76.0, |
| "grad_norm": 0.03994647040963173, |
| "learning_rate": 1.2e-05, |
| "loss": 0.0098, |
| "step": 7296 |
| }, |
| { |
| "epoch": 76.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9230769230769231, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9364161849710982, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0709138810634613, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.937420178799489, |
| "eval_overall_precision": 0.9386189258312021, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2651, |
| "eval_samples_per_second": 641.372, |
| "eval_steps_per_second": 11.318, |
| "step": 7296 |
| }, |
| { |
| "epoch": 77.0, |
| "grad_norm": 0.18597504496574402, |
| "learning_rate": 1.1500000000000002e-05, |
| "loss": 0.0091, |
| "step": 7392 |
| }, |
| { |
| "epoch": 77.0, |
| "eval_LOCATION_f1": 0.9265536723163842, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9010989010989011, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9340974212034385, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9532163742690059, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07089944928884506, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9450830140485312, |
| "eval_overall_precision": 0.9462915601023018, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2621, |
| "eval_samples_per_second": 648.499, |
| "eval_steps_per_second": 11.444, |
| "step": 7392 |
| }, |
| { |
| "epoch": 78.0, |
| "grad_norm": 0.022241957485675812, |
| "learning_rate": 1.1000000000000001e-05, |
| "loss": 0.0082, |
| "step": 7488 |
| }, |
| { |
| "epoch": 78.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9318181818181818, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9425287356321839, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07111123949289322, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9425287356321839, |
| "eval_overall_precision": 0.9437340153452686, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2633, |
| "eval_samples_per_second": 645.584, |
| "eval_steps_per_second": 11.393, |
| "step": 7488 |
| }, |
| { |
| "epoch": 79.0, |
| "grad_norm": 0.1433478742837906, |
| "learning_rate": 1.05e-05, |
| "loss": 0.0099, |
| "step": 7584 |
| }, |
| { |
| "epoch": 79.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9352112676056338, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9378531073446328, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06799092888832092, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9428208386277002, |
| "eval_overall_precision": 0.9392405063291139, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.264, |
| "eval_samples_per_second": 643.84, |
| "eval_steps_per_second": 11.362, |
| "step": 7584 |
| }, |
| { |
| "epoch": 80.0, |
| "grad_norm": 0.8019375801086426, |
| "learning_rate": 1e-05, |
| "loss": 0.008, |
| "step": 7680 |
| }, |
| { |
| "epoch": 80.0, |
| "eval_LOCATION_f1": 0.9257142857142857, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9101123595505618, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9261363636363636, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9367816091954023, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07171770185232162, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9413265306122449, |
| "eval_overall_precision": 0.9413265306122449, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2625, |
| "eval_samples_per_second": 647.697, |
| "eval_steps_per_second": 11.43, |
| "step": 7680 |
| }, |
| { |
| "epoch": 81.0, |
| "grad_norm": 0.18681468069553375, |
| "learning_rate": 9.5e-06, |
| "loss": 0.0094, |
| "step": 7776 |
| }, |
| { |
| "epoch": 81.0, |
| "eval_LOCATION_f1": 0.9318181818181819, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9111111111111111, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9375000000000001, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9482758620689655, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07289179414510727, |
| "eval_overall_accuracy": 0.9870445344129555, |
| "eval_overall_f1": 0.9477707006369427, |
| "eval_overall_precision": 0.9465648854961832, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2625, |
| "eval_samples_per_second": 647.641, |
| "eval_steps_per_second": 11.429, |
| "step": 7776 |
| }, |
| { |
| "epoch": 82.0, |
| "grad_norm": 0.05996530503034592, |
| "learning_rate": 9e-06, |
| "loss": 0.0081, |
| "step": 7872 |
| }, |
| { |
| "epoch": 82.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9235127478753541, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9314285714285714, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07142689824104309, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.937579617834395, |
| "eval_overall_precision": 0.9363867684478372, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2625, |
| "eval_samples_per_second": 647.656, |
| "eval_steps_per_second": 11.429, |
| "step": 7872 |
| }, |
| { |
| "epoch": 83.0, |
| "grad_norm": 0.039266638457775116, |
| "learning_rate": 8.500000000000002e-06, |
| "loss": 0.0087, |
| "step": 7968 |
| }, |
| { |
| "epoch": 83.0, |
| "eval_LOCATION_f1": 0.9265536723163842, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9010989010989011, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9261363636363636, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9367816091954023, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06957918405532837, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9426751592356687, |
| "eval_overall_precision": 0.9414758269720102, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.615, |
| "eval_steps_per_second": 11.411, |
| "step": 7968 |
| }, |
| { |
| "epoch": 84.0, |
| "grad_norm": 0.3734685778617859, |
| "learning_rate": 8.000000000000001e-06, |
| "loss": 0.0072, |
| "step": 8064 |
| }, |
| { |
| "epoch": 84.0, |
| "eval_LOCATION_f1": 0.9378531073446328, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9120879120879121, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9318181818181818, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9425287356321839, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.07126548886299133, |
| "eval_overall_accuracy": 0.9870445344129555, |
| "eval_overall_f1": 0.9452229299363057, |
| "eval_overall_precision": 0.9440203562340967, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2622, |
| "eval_samples_per_second": 648.318, |
| "eval_steps_per_second": 11.441, |
| "step": 8064 |
| }, |
| { |
| "epoch": 85.0, |
| "grad_norm": 0.20688194036483765, |
| "learning_rate": 7.5e-06, |
| "loss": 0.0072, |
| "step": 8160 |
| }, |
| { |
| "epoch": 85.0, |
| "eval_LOCATION_f1": 0.9265536723163842, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9010989010989011, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9287749287749287, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9421965317919075, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.0726483091711998, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.9425287356321839, |
| "eval_overall_precision": 0.9437340153452686, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2624, |
| "eval_samples_per_second": 647.815, |
| "eval_steps_per_second": 11.432, |
| "step": 8160 |
| }, |
| { |
| "epoch": 86.0, |
| "grad_norm": 0.01083430927246809, |
| "learning_rate": 7.000000000000001e-06, |
| "loss": 0.0069, |
| "step": 8256 |
| }, |
| { |
| "epoch": 86.0, |
| "eval_LOCATION_f1": 0.9265536723163842, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9010989010989011, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9204545454545454, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9310344827586207, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.07003360986709595, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9363867684478372, |
| "eval_overall_precision": 0.934010152284264, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2631, |
| "eval_samples_per_second": 646.06, |
| "eval_steps_per_second": 11.401, |
| "step": 8256 |
| }, |
| { |
| "epoch": 87.0, |
| "grad_norm": 0.27668076753616333, |
| "learning_rate": 6.5000000000000004e-06, |
| "loss": 0.0075, |
| "step": 8352 |
| }, |
| { |
| "epoch": 87.0, |
| "eval_LOCATION_f1": 0.9257142857142857, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9101123595505618, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9204545454545454, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9310344827586207, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.07422462850809097, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9362244897959183, |
| "eval_overall_precision": 0.9362244897959183, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2623, |
| "eval_samples_per_second": 648.024, |
| "eval_steps_per_second": 11.436, |
| "step": 8352 |
| }, |
| { |
| "epoch": 88.0, |
| "grad_norm": 0.5170222520828247, |
| "learning_rate": 6e-06, |
| "loss": 0.0081, |
| "step": 8448 |
| }, |
| { |
| "epoch": 88.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9322033898305084, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9375, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07327169924974442, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.94147582697201, |
| "eval_overall_precision": 0.9390862944162437, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2621, |
| "eval_samples_per_second": 648.619, |
| "eval_steps_per_second": 11.446, |
| "step": 8448 |
| }, |
| { |
| "epoch": 89.0, |
| "grad_norm": 0.02253754250705242, |
| "learning_rate": 5.500000000000001e-06, |
| "loss": 0.0076, |
| "step": 8544 |
| }, |
| { |
| "epoch": 89.0, |
| "eval_LOCATION_f1": 0.9257142857142857, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9101123595505618, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9291784702549575, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9371428571428572, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.07149529457092285, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9413265306122449, |
| "eval_overall_precision": 0.9413265306122449, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.262, |
| "eval_samples_per_second": 648.882, |
| "eval_steps_per_second": 11.451, |
| "step": 8544 |
| }, |
| { |
| "epoch": 90.0, |
| "grad_norm": 0.38953787088394165, |
| "learning_rate": 5e-06, |
| "loss": 0.007, |
| "step": 8640 |
| }, |
| { |
| "epoch": 90.0, |
| "eval_LOCATION_f1": 0.9257142857142857, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9101123595505618, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.934844192634561, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9428571428571428, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.07308602333068848, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9438775510204082, |
| "eval_overall_precision": 0.9438775510204082, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2633, |
| "eval_samples_per_second": 645.591, |
| "eval_steps_per_second": 11.393, |
| "step": 8640 |
| }, |
| { |
| "epoch": 91.0, |
| "grad_norm": 0.13587290048599243, |
| "learning_rate": 4.5e-06, |
| "loss": 0.0067, |
| "step": 8736 |
| }, |
| { |
| "epoch": 91.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9318181818181818, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9425287356321839, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.07349184155464172, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9413265306122449, |
| "eval_overall_precision": 0.9413265306122449, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2627, |
| "eval_samples_per_second": 647.03, |
| "eval_steps_per_second": 11.418, |
| "step": 8736 |
| }, |
| { |
| "epoch": 92.0, |
| "grad_norm": 0.22132927179336548, |
| "learning_rate": 4.000000000000001e-06, |
| "loss": 0.0063, |
| "step": 8832 |
| }, |
| { |
| "epoch": 92.0, |
| "eval_LOCATION_f1": 0.9090909090909092, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8888888888888888, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9291784702549575, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9371428571428572, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.07292331010103226, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.937579617834395, |
| "eval_overall_precision": 0.9363867684478372, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2629, |
| "eval_samples_per_second": 646.695, |
| "eval_steps_per_second": 11.412, |
| "step": 8832 |
| }, |
| { |
| "epoch": 93.0, |
| "grad_norm": 0.12352707982063293, |
| "learning_rate": 3.5000000000000004e-06, |
| "loss": 0.0071, |
| "step": 8928 |
| }, |
| { |
| "epoch": 93.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9318181818181818, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9425287356321839, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.07484764605760574, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9413265306122449, |
| "eval_overall_precision": 0.9413265306122449, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.264, |
| "eval_samples_per_second": 643.997, |
| "eval_steps_per_second": 11.365, |
| "step": 8928 |
| }, |
| { |
| "epoch": 94.0, |
| "grad_norm": 0.4933042824268341, |
| "learning_rate": 3e-06, |
| "loss": 0.0069, |
| "step": 9024 |
| }, |
| { |
| "epoch": 94.0, |
| "eval_LOCATION_f1": 0.9090909090909092, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8888888888888888, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9318181818181818, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9425287356321839, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.072416290640831, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9387755102040817, |
| "eval_overall_precision": 0.9387755102040817, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2627, |
| "eval_samples_per_second": 647.22, |
| "eval_steps_per_second": 11.422, |
| "step": 9024 |
| }, |
| { |
| "epoch": 95.0, |
| "grad_norm": 0.11264283955097198, |
| "learning_rate": 2.5e-06, |
| "loss": 0.0079, |
| "step": 9120 |
| }, |
| { |
| "epoch": 95.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9371428571428573, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9534883720930233, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07443219423294067, |
| "eval_overall_accuracy": 0.9870445344129555, |
| "eval_overall_f1": 0.9462915601023018, |
| "eval_overall_precision": 0.9487179487179487, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2643, |
| "eval_samples_per_second": 643.133, |
| "eval_steps_per_second": 11.349, |
| "step": 9120 |
| }, |
| { |
| "epoch": 96.0, |
| "grad_norm": 0.6433180570602417, |
| "learning_rate": 2.0000000000000003e-06, |
| "loss": 0.0066, |
| "step": 9216 |
| }, |
| { |
| "epoch": 96.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9344729344729344, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9479768786127167, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07433334738016129, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9450830140485312, |
| "eval_overall_precision": 0.9462915601023018, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2643, |
| "eval_samples_per_second": 643.276, |
| "eval_steps_per_second": 11.352, |
| "step": 9216 |
| }, |
| { |
| "epoch": 97.0, |
| "grad_norm": 0.012902840040624142, |
| "learning_rate": 1.5e-06, |
| "loss": 0.0077, |
| "step": 9312 |
| }, |
| { |
| "epoch": 97.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9344729344729344, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9479768786127167, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07318369299173355, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9450830140485312, |
| "eval_overall_precision": 0.9462915601023018, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2626, |
| "eval_samples_per_second": 647.324, |
| "eval_steps_per_second": 11.423, |
| "step": 9312 |
| }, |
| { |
| "epoch": 98.0, |
| "grad_norm": 0.11238887161016464, |
| "learning_rate": 1.0000000000000002e-06, |
| "loss": 0.0063, |
| "step": 9408 |
| }, |
| { |
| "epoch": 98.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9344729344729344, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9479768786127167, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07359299808740616, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9450830140485312, |
| "eval_overall_precision": 0.9462915601023018, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2632, |
| "eval_samples_per_second": 645.778, |
| "eval_steps_per_second": 11.396, |
| "step": 9408 |
| }, |
| { |
| "epoch": 99.0, |
| "grad_norm": 0.13547368347644806, |
| "learning_rate": 5.000000000000001e-07, |
| "loss": 0.0068, |
| "step": 9504 |
| }, |
| { |
| "epoch": 99.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9344729344729344, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9479768786127167, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0736822858452797, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9450830140485312, |
| "eval_overall_precision": 0.9462915601023018, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2623, |
| "eval_samples_per_second": 647.999, |
| "eval_steps_per_second": 11.435, |
| "step": 9504 |
| }, |
| { |
| "epoch": 100.0, |
| "grad_norm": 0.017845168709754944, |
| "learning_rate": 0.0, |
| "loss": 0.0077, |
| "step": 9600 |
| }, |
| { |
| "epoch": 100.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9344729344729344, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9479768786127167, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07381308823823929, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9450830140485312, |
| "eval_overall_precision": 0.9462915601023018, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2622, |
| "eval_samples_per_second": 648.446, |
| "eval_steps_per_second": 11.443, |
| "step": 9600 |
| }, |
| { |
| "epoch": 100.0, |
| "step": 9600, |
| "total_flos": 4315798421360676.0, |
| "train_loss": 0.03713263006880879, |
| "train_runtime": 544.4775, |
| "train_samples_per_second": 281.187, |
| "train_steps_per_second": 17.632 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 9600, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 100, |
| "save_steps": 500, |
| "total_flos": 4315798421360676.0, |
| "train_batch_size": 16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
