| { | |
| "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": 1.1176737546920776, | |
| "learning_rate": 4.9500000000000004e-05, | |
| "loss": 0.8553, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_LOCATION_f1": 0.0, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.0, | |
| "eval_LOCATION_recall": 0.0, | |
| "eval_ORGANIZATION_f1": 0.26451612903225813, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.26973684210526316, | |
| "eval_ORGANIZATION_recall": 0.25949367088607594, | |
| "eval_PERSON_f1": 0.270042194092827, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.2831858407079646, | |
| "eval_PERSON_recall": 0.25806451612903225, | |
| "eval_loss": 0.4029257297515869, | |
| "eval_overall_accuracy": 0.8643974746088389, | |
| "eval_overall_f1": 0.21921921921921922, | |
| "eval_overall_precision": 0.27238805970149255, | |
| "eval_overall_recall": 0.18341708542713567, | |
| "eval_runtime": 0.2909, | |
| "eval_samples_per_second": 584.444, | |
| "eval_steps_per_second": 10.314, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.8155122995376587, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.3858, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_LOCATION_f1": 0.3628318584070796, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.37272727272727274, | |
| "eval_LOCATION_recall": 0.35344827586206895, | |
| "eval_ORGANIZATION_f1": 0.5016949152542373, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.5401459854014599, | |
| "eval_ORGANIZATION_recall": 0.46835443037974683, | |
| "eval_PERSON_f1": 0.4904458598726114, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.4052631578947368, | |
| "eval_PERSON_recall": 0.6209677419354839, | |
| "eval_loss": 0.2568744122982025, | |
| "eval_overall_accuracy": 0.9162777930277244, | |
| "eval_overall_f1": 0.4598802395209581, | |
| "eval_overall_precision": 0.43935926773455375, | |
| "eval_overall_recall": 0.4824120603015075, | |
| "eval_runtime": 0.2935, | |
| "eval_samples_per_second": 579.245, | |
| "eval_steps_per_second": 10.222, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.8273248672485352, | |
| "learning_rate": 4.85e-05, | |
| "loss": 0.2184, | |
| "step": 288 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_LOCATION_f1": 0.7364016736401673, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.7154471544715447, | |
| "eval_LOCATION_recall": 0.7586206896551724, | |
| "eval_ORGANIZATION_f1": 0.7433628318584071, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.6961325966850829, | |
| "eval_ORGANIZATION_recall": 0.7974683544303798, | |
| "eval_PERSON_f1": 0.9531249999999999, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9242424242424242, | |
| "eval_PERSON_recall": 0.9838709677419355, | |
| "eval_loss": 0.10997601598501205, | |
| "eval_overall_accuracy": 0.9654131210540763, | |
| "eval_overall_f1": 0.8057553956834533, | |
| "eval_overall_precision": 0.7706422018348624, | |
| "eval_overall_recall": 0.8442211055276382, | |
| "eval_runtime": 0.2976, | |
| "eval_samples_per_second": 571.159, | |
| "eval_steps_per_second": 10.079, | |
| "step": 288 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.7750449180603027, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.1431, | |
| "step": 384 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_LOCATION_f1": 0.8278688524590164, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.7890625, | |
| "eval_LOCATION_recall": 0.8706896551724138, | |
| "eval_ORGANIZATION_f1": 0.8484848484848485, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.813953488372093, | |
| "eval_ORGANIZATION_recall": 0.8860759493670886, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.0817088708281517, | |
| "eval_overall_accuracy": 0.975020587427944, | |
| "eval_overall_f1": 0.8824242424242424, | |
| "eval_overall_precision": 0.8524590163934426, | |
| "eval_overall_recall": 0.914572864321608, | |
| "eval_runtime": 0.2944, | |
| "eval_samples_per_second": 577.362, | |
| "eval_steps_per_second": 10.189, | |
| "step": 384 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.6839625239372253, | |
| "learning_rate": 4.75e-05, | |
| "loss": 0.1164, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_LOCATION_f1": 0.8148148148148148, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.88, | |
| "eval_LOCATION_recall": 0.7586206896551724, | |
| "eval_ORGANIZATION_f1": 0.8493975903614459, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.8103448275862069, | |
| "eval_ORGANIZATION_recall": 0.8924050632911392, | |
| "eval_PERSON_f1": 0.9799196787148594, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.976, | |
| "eval_PERSON_recall": 0.9838709677419355, | |
| "eval_loss": 0.0709914118051529, | |
| "eval_overall_accuracy": 0.9777655778204777, | |
| "eval_overall_f1": 0.8808030112923463, | |
| "eval_overall_precision": 0.8796992481203008, | |
| "eval_overall_recall": 0.8819095477386935, | |
| "eval_runtime": 0.2953, | |
| "eval_samples_per_second": 575.645, | |
| "eval_steps_per_second": 10.158, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 1.6261128187179565, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.1025, | |
| "step": 576 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_LOCATION_f1": 0.8770491803278688, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.8359375, | |
| "eval_LOCATION_recall": 0.9224137931034483, | |
| "eval_ORGANIZATION_f1": 0.8930817610062892, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.8875, | |
| "eval_ORGANIZATION_recall": 0.8987341772151899, | |
| "eval_PERSON_f1": 0.9723320158102766, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9534883720930233, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.05246200039982796, | |
| "eval_overall_accuracy": 0.984079055723305, | |
| "eval_overall_f1": 0.9128834355828221, | |
| "eval_overall_precision": 0.8920863309352518, | |
| "eval_overall_recall": 0.9346733668341709, | |
| "eval_runtime": 0.2975, | |
| "eval_samples_per_second": 571.516, | |
| "eval_steps_per_second": 10.086, | |
| "step": 576 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 0.8234473466873169, | |
| "learning_rate": 4.6500000000000005e-05, | |
| "loss": 0.089, | |
| "step": 672 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_LOCATION_f1": 0.9051724137931035, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9051724137931034, | |
| "eval_LOCATION_recall": 0.9051724137931034, | |
| "eval_ORGANIZATION_f1": 0.9051987767584098, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.8757396449704142, | |
| "eval_ORGANIZATION_recall": 0.9367088607594937, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04289942979812622, | |
| "eval_overall_accuracy": 0.9868240461158386, | |
| "eval_overall_f1": 0.928395061728395, | |
| "eval_overall_precision": 0.912621359223301, | |
| "eval_overall_recall": 0.9447236180904522, | |
| "eval_runtime": 0.2949, | |
| "eval_samples_per_second": 576.544, | |
| "eval_steps_per_second": 10.174, | |
| "step": 672 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.4638328552246094, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.0784, | |
| "step": 768 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_LOCATION_f1": 0.8925619834710743, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.8571428571428571, | |
| "eval_LOCATION_recall": 0.9310344827586207, | |
| "eval_ORGANIZATION_f1": 0.8846153846153846, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.8961038961038961, | |
| "eval_ORGANIZATION_recall": 0.8734177215189873, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.046066585928201675, | |
| "eval_overall_accuracy": 0.9846280538018117, | |
| "eval_overall_f1": 0.9190535491905356, | |
| "eval_overall_precision": 0.9111111111111111, | |
| "eval_overall_recall": 0.9271356783919598, | |
| "eval_runtime": 0.2922, | |
| "eval_samples_per_second": 581.746, | |
| "eval_steps_per_second": 10.266, | |
| "step": 768 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 0.521353006362915, | |
| "learning_rate": 4.55e-05, | |
| "loss": 0.0736, | |
| "step": 864 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_LOCATION_f1": 0.9282700421940928, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9090909090909091, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.91875, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9074074074074074, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9799196787148594, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.976, | |
| "eval_PERSON_recall": 0.9838709677419355, | |
| "eval_loss": 0.03669111058115959, | |
| "eval_overall_accuracy": 0.9887455393906122, | |
| "eval_overall_f1": 0.9404466501240695, | |
| "eval_overall_precision": 0.928921568627451, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2965, | |
| "eval_samples_per_second": 573.331, | |
| "eval_steps_per_second": 10.118, | |
| "step": 864 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "grad_norm": 0.8245035409927368, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.0645, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_LOCATION_f1": 0.9180327868852458, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.875, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.9294871794871796, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9415584415584416, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.038304075598716736, | |
| "eval_overall_accuracy": 0.9879220422728521, | |
| "eval_overall_f1": 0.9417596034696406, | |
| "eval_overall_precision": 0.9290953545232273, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2926, | |
| "eval_samples_per_second": 580.921, | |
| "eval_steps_per_second": 10.252, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "grad_norm": 0.5553610920906067, | |
| "learning_rate": 4.4500000000000004e-05, | |
| "loss": 0.0601, | |
| "step": 1056 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_LOCATION_f1": 0.9495798319327732, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9262295081967213, | |
| "eval_LOCATION_recall": 0.9741379310344828, | |
| "eval_ORGANIZATION_f1": 0.9433962264150944, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9375, | |
| "eval_ORGANIZATION_recall": 0.9493670886075949, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03511735051870346, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.9590062111801241, | |
| "eval_overall_precision": 0.9484029484029484, | |
| "eval_overall_recall": 0.9698492462311558, | |
| "eval_runtime": 0.2958, | |
| "eval_samples_per_second": 574.68, | |
| "eval_steps_per_second": 10.141, | |
| "step": 1056 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "grad_norm": 0.501647412776947, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.059, | |
| "step": 1152 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_LOCATION_f1": 0.9059829059829059, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.8983050847457628, | |
| "eval_LOCATION_recall": 0.9137931034482759, | |
| "eval_ORGANIZATION_f1": 0.9363057324840764, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9423076923076923, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9761904761904763, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9609375, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.035545725375413895, | |
| "eval_overall_accuracy": 0.9892945374691189, | |
| "eval_overall_f1": 0.94, | |
| "eval_overall_precision": 0.9353233830845771, | |
| "eval_overall_recall": 0.9447236180904522, | |
| "eval_runtime": 0.293, | |
| "eval_samples_per_second": 580.275, | |
| "eval_steps_per_second": 10.24, | |
| "step": 1152 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "grad_norm": 0.7835653424263, | |
| "learning_rate": 4.35e-05, | |
| "loss": 0.0534, | |
| "step": 1248 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_LOCATION_f1": 0.9184549356223175, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9145299145299145, | |
| "eval_LOCATION_recall": 0.9224137931034483, | |
| "eval_ORGANIZATION_f1": 0.9587301587301587, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9617834394904459, | |
| "eval_ORGANIZATION_recall": 0.9556962025316456, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03767260164022446, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9536921151439299, | |
| "eval_overall_precision": 0.9501246882793017, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.294, | |
| "eval_samples_per_second": 578.238, | |
| "eval_steps_per_second": 10.204, | |
| "step": 1248 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "grad_norm": 0.17031921446323395, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.0502, | |
| "step": 1344 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_LOCATION_f1": 0.935064935064935, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9391304347826087, | |
| "eval_LOCATION_recall": 0.9310344827586207, | |
| "eval_ORGANIZATION_f1": 0.9523809523809524, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9554140127388535, | |
| "eval_ORGANIZATION_recall": 0.9493670886075949, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.030799932777881622, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9560853199498118, | |
| "eval_overall_precision": 0.9548872180451128, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2948, | |
| "eval_samples_per_second": 576.723, | |
| "eval_steps_per_second": 10.177, | |
| "step": 1344 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "grad_norm": 0.7071172595024109, | |
| "learning_rate": 4.25e-05, | |
| "loss": 0.0454, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_LOCATION_f1": 0.9106382978723405, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.8991596638655462, | |
| "eval_LOCATION_recall": 0.9224137931034483, | |
| "eval_ORGANIZATION_f1": 0.9363057324840764, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9423076923076923, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03468826413154602, | |
| "eval_overall_accuracy": 0.9895690365083722, | |
| "eval_overall_f1": 0.9425, | |
| "eval_overall_precision": 0.9378109452736318, | |
| "eval_overall_recall": 0.9472361809045227, | |
| "eval_runtime": 0.3007, | |
| "eval_samples_per_second": 565.302, | |
| "eval_steps_per_second": 9.976, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "grad_norm": 0.8529306650161743, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.0451, | |
| "step": 1536 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_LOCATION_f1": 0.9361702127659575, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9243697478991597, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9453376205787781, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9607843137254902, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.030224068090319633, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9547738693467337, | |
| "eval_overall_precision": 0.9547738693467337, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2919, | |
| "eval_samples_per_second": 582.295, | |
| "eval_steps_per_second": 10.276, | |
| "step": 1536 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "grad_norm": 0.579302191734314, | |
| "learning_rate": 4.15e-05, | |
| "loss": 0.0436, | |
| "step": 1632 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_LOCATION_f1": 0.9282700421940928, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9090909090909091, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03300878405570984, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9498746867167919, | |
| "eval_overall_precision": 0.9475, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2934, | |
| "eval_samples_per_second": 579.322, | |
| "eval_steps_per_second": 10.223, | |
| "step": 1632 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "grad_norm": 0.5171939134597778, | |
| "learning_rate": 4.1e-05, | |
| "loss": 0.0407, | |
| "step": 1728 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_LOCATION_f1": 0.9322033898305084, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9166666666666666, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03554491698741913, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9522613065326633, | |
| "eval_overall_precision": 0.9522613065326633, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.293, | |
| "eval_samples_per_second": 580.291, | |
| "eval_steps_per_second": 10.24, | |
| "step": 1728 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "grad_norm": 0.7743630409240723, | |
| "learning_rate": 4.05e-05, | |
| "loss": 0.0385, | |
| "step": 1824 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_LOCATION_f1": 0.9184549356223175, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9145299145299145, | |
| "eval_LOCATION_recall": 0.9224137931034483, | |
| "eval_ORGANIZATION_f1": 0.9358974358974359, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.948051948051948, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03621438145637512, | |
| "eval_overall_accuracy": 0.9887455393906122, | |
| "eval_overall_f1": 0.9459119496855346, | |
| "eval_overall_precision": 0.947103274559194, | |
| "eval_overall_recall": 0.9447236180904522, | |
| "eval_runtime": 0.291, | |
| "eval_samples_per_second": 584.136, | |
| "eval_steps_per_second": 10.308, | |
| "step": 1824 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "grad_norm": 0.5671931505203247, | |
| "learning_rate": 4e-05, | |
| "loss": 0.0351, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9367088607594937, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9367088607594937, | |
| "eval_ORGANIZATION_recall": 0.9367088607594937, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.0372651182115078, | |
| "eval_overall_accuracy": 0.9895690365083722, | |
| "eval_overall_f1": 0.9536921151439299, | |
| "eval_overall_precision": 0.9501246882793017, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2953, | |
| "eval_samples_per_second": 575.595, | |
| "eval_steps_per_second": 10.158, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "grad_norm": 0.7632231712341309, | |
| "learning_rate": 3.9500000000000005e-05, | |
| "loss": 0.0353, | |
| "step": 2016 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_LOCATION_f1": 0.9361702127659575, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9243697478991597, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9517684887459807, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9673202614379085, | |
| "eval_ORGANIZATION_recall": 0.9367088607594937, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.0339834988117218, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.957286432160804, | |
| "eval_overall_precision": 0.957286432160804, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2941, | |
| "eval_samples_per_second": 577.983, | |
| "eval_steps_per_second": 10.2, | |
| "step": 2016 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "grad_norm": 0.43302038311958313, | |
| "learning_rate": 3.9000000000000006e-05, | |
| "loss": 0.0332, | |
| "step": 2112 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_LOCATION_f1": 0.927038626609442, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9230769230769231, | |
| "eval_LOCATION_recall": 0.9310344827586207, | |
| "eval_ORGANIZATION_f1": 0.9329073482428115, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9419354838709677, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03514440357685089, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.9472361809045227, | |
| "eval_overall_precision": 0.9472361809045227, | |
| "eval_overall_recall": 0.9472361809045227, | |
| "eval_runtime": 0.2934, | |
| "eval_samples_per_second": 579.37, | |
| "eval_steps_per_second": 10.224, | |
| "step": 2112 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "grad_norm": 0.608894944190979, | |
| "learning_rate": 3.85e-05, | |
| "loss": 0.0329, | |
| "step": 2208 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_LOCATION_f1": 0.9356223175965666, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9316239316239316, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.952076677316294, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9612903225806452, | |
| "eval_ORGANIZATION_recall": 0.9430379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.031062569469213486, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.957286432160804, | |
| "eval_overall_precision": 0.957286432160804, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2923, | |
| "eval_samples_per_second": 581.67, | |
| "eval_steps_per_second": 10.265, | |
| "step": 2208 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "grad_norm": 0.40360790491104126, | |
| "learning_rate": 3.8e-05, | |
| "loss": 0.0332, | |
| "step": 2304 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_LOCATION_f1": 0.9491525423728815, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9333333333333333, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.9358974358974359, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.948051948051948, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03414417803287506, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9560853199498118, | |
| "eval_overall_precision": 0.9548872180451128, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2937, | |
| "eval_samples_per_second": 578.766, | |
| "eval_steps_per_second": 10.214, | |
| "step": 2304 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "grad_norm": 0.6055574417114258, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 0.0302, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_LOCATION_f1": 0.927038626609442, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9230769230769231, | |
| "eval_LOCATION_recall": 0.9310344827586207, | |
| "eval_ORGANIZATION_f1": 0.9426751592356688, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9487179487179487, | |
| "eval_ORGANIZATION_recall": 0.9367088607594937, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.035754989832639694, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9510664993726474, | |
| "eval_overall_precision": 0.949874686716792, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2927, | |
| "eval_samples_per_second": 580.808, | |
| "eval_steps_per_second": 10.25, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "grad_norm": 0.19510036706924438, | |
| "learning_rate": 3.7e-05, | |
| "loss": 0.0314, | |
| "step": 2496 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9523809523809524, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9554140127388535, | |
| "eval_ORGANIZATION_recall": 0.9493670886075949, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.031882982701063156, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9586983729662076, | |
| "eval_overall_precision": 0.9551122194513716, | |
| "eval_overall_recall": 0.9623115577889447, | |
| "eval_runtime": 0.2931, | |
| "eval_samples_per_second": 579.939, | |
| "eval_steps_per_second": 10.234, | |
| "step": 2496 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "grad_norm": 1.498604655265808, | |
| "learning_rate": 3.65e-05, | |
| "loss": 0.0297, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_LOCATION_f1": 0.94017094017094, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9322033898305084, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9423076923076923, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9545454545454546, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03271141275763512, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9559748427672956, | |
| "eval_overall_precision": 0.9571788413098237, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2913, | |
| "eval_samples_per_second": 583.592, | |
| "eval_steps_per_second": 10.299, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "grad_norm": 0.28998106718063354, | |
| "learning_rate": 3.6e-05, | |
| "loss": 0.0265, | |
| "step": 2688 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_LOCATION_f1": 0.9282700421940928, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9090909090909091, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9299363057324842, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9358974358974359, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03875914216041565, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9475, | |
| "eval_overall_precision": 0.9427860696517413, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2945, | |
| "eval_samples_per_second": 577.226, | |
| "eval_steps_per_second": 10.186, | |
| "step": 2688 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "grad_norm": 0.5255737900733948, | |
| "learning_rate": 3.55e-05, | |
| "loss": 0.027, | |
| "step": 2784 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_LOCATION_f1": 0.9282700421940928, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9090909090909091, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9354838709677419, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9539473684210527, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04041021689772606, | |
| "eval_overall_accuracy": 0.9898435355476256, | |
| "eval_overall_f1": 0.9485570890840652, | |
| "eval_overall_precision": 0.9473684210526315, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2938, | |
| "eval_samples_per_second": 578.693, | |
| "eval_steps_per_second": 10.212, | |
| "step": 2784 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "grad_norm": 0.8123347759246826, | |
| "learning_rate": 3.5e-05, | |
| "loss": 0.0273, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_LOCATION_f1": 0.9344978165938865, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9469026548672567, | |
| "eval_LOCATION_recall": 0.9224137931034483, | |
| "eval_ORGANIZATION_f1": 0.9490445859872612, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9551282051282052, | |
| "eval_ORGANIZATION_recall": 0.9430379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04018845781683922, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9558638083228247, | |
| "eval_overall_precision": 0.959493670886076, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2935, | |
| "eval_samples_per_second": 579.147, | |
| "eval_steps_per_second": 10.22, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "grad_norm": 0.6206621527671814, | |
| "learning_rate": 3.45e-05, | |
| "loss": 0.0245, | |
| "step": 2976 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9419354838709677, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9605263157894737, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03476196154952049, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9559748427672956, | |
| "eval_overall_precision": 0.9571788413098237, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.293, | |
| "eval_samples_per_second": 580.143, | |
| "eval_steps_per_second": 10.238, | |
| "step": 2976 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "grad_norm": 0.42933395504951477, | |
| "learning_rate": 3.4000000000000007e-05, | |
| "loss": 0.0221, | |
| "step": 3072 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_LOCATION_f1": 0.9356223175965666, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9316239316239316, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.9358974358974359, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.948051948051948, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.036590754985809326, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9521410579345088, | |
| "eval_overall_precision": 0.9545454545454546, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2911, | |
| "eval_samples_per_second": 584.037, | |
| "eval_steps_per_second": 10.307, | |
| "step": 3072 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "grad_norm": 0.31581228971481323, | |
| "learning_rate": 3.35e-05, | |
| "loss": 0.023, | |
| "step": 3168 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9511400651465798, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9798657718120806, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.040129464119672775, | |
| "eval_overall_accuracy": 0.9892945374691189, | |
| "eval_overall_f1": 0.959493670886076, | |
| "eval_overall_precision": 0.9668367346938775, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2918, | |
| "eval_samples_per_second": 582.631, | |
| "eval_steps_per_second": 10.282, | |
| "step": 3168 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "grad_norm": 0.04073067754507065, | |
| "learning_rate": 3.3e-05, | |
| "loss": 0.0219, | |
| "step": 3264 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_LOCATION_f1": 0.9487179487179486, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.940677966101695, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9490445859872612, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9551282051282052, | |
| "eval_ORGANIZATION_recall": 0.9430379746835443, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03480677306652069, | |
| "eval_overall_accuracy": 0.9914905297831458, | |
| "eval_overall_f1": 0.9586983729662076, | |
| "eval_overall_precision": 0.9551122194513716, | |
| "eval_overall_recall": 0.9623115577889447, | |
| "eval_runtime": 0.2934, | |
| "eval_samples_per_second": 579.369, | |
| "eval_steps_per_second": 10.224, | |
| "step": 3264 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "grad_norm": 1.3052045106887817, | |
| "learning_rate": 3.2500000000000004e-05, | |
| "loss": 0.0227, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_LOCATION_f1": 0.9310344827586207, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9310344827586207, | |
| "eval_LOCATION_recall": 0.9310344827586207, | |
| "eval_ORGANIZATION_f1": 0.9419354838709677, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9605263157894737, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03988682106137276, | |
| "eval_overall_accuracy": 0.9881965413121054, | |
| "eval_overall_f1": 0.9508196721311476, | |
| "eval_overall_precision": 0.9544303797468354, | |
| "eval_overall_recall": 0.9472361809045227, | |
| "eval_runtime": 0.2895, | |
| "eval_samples_per_second": 587.159, | |
| "eval_steps_per_second": 10.362, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "grad_norm": 0.5851593613624573, | |
| "learning_rate": 3.2000000000000005e-05, | |
| "loss": 0.0194, | |
| "step": 3456 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_LOCATION_f1": 0.9543568464730291, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.92, | |
| "eval_LOCATION_recall": 0.9913793103448276, | |
| "eval_ORGANIZATION_f1": 0.9548387096774194, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9736842105263158, | |
| "eval_ORGANIZATION_recall": 0.9367088607594937, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.0369725376367569, | |
| "eval_overall_accuracy": 0.9914905297831458, | |
| "eval_overall_f1": 0.965, | |
| "eval_overall_precision": 0.9601990049751243, | |
| "eval_overall_recall": 0.9698492462311558, | |
| "eval_runtime": 0.2925, | |
| "eval_samples_per_second": 581.213, | |
| "eval_steps_per_second": 10.257, | |
| "step": 3456 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "grad_norm": 0.9545831084251404, | |
| "learning_rate": 3.15e-05, | |
| "loss": 0.0204, | |
| "step": 3552 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "eval_LOCATION_f1": 0.9491525423728815, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9333333333333333, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.9545454545454545, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.98, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03820004314184189, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9622166246851386, | |
| "eval_overall_precision": 0.9646464646464646, | |
| "eval_overall_recall": 0.9597989949748744, | |
| "eval_runtime": 0.2903, | |
| "eval_samples_per_second": 585.68, | |
| "eval_steps_per_second": 10.336, | |
| "step": 3552 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "grad_norm": 0.330364465713501, | |
| "learning_rate": 3.1e-05, | |
| "loss": 0.0193, | |
| "step": 3648 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "eval_LOCATION_f1": 0.9316239316239315, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.923728813559322, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.9453376205787781, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9607843137254902, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.040419697761535645, | |
| "eval_overall_accuracy": 0.9895690365083722, | |
| "eval_overall_f1": 0.9534591194968555, | |
| "eval_overall_precision": 0.9546599496221663, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.291, | |
| "eval_samples_per_second": 584.249, | |
| "eval_steps_per_second": 10.31, | |
| "step": 3648 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "grad_norm": 0.21704113483428955, | |
| "learning_rate": 3.05e-05, | |
| "loss": 0.0193, | |
| "step": 3744 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "eval_LOCATION_f1": 0.9527896995708154, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9487179487179487, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9551282051282052, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9675324675324676, | |
| "eval_ORGANIZATION_recall": 0.9430379746835443, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.035935286432504654, | |
| "eval_overall_accuracy": 0.9923140269009059, | |
| "eval_overall_f1": 0.964735516372796, | |
| "eval_overall_precision": 0.9671717171717171, | |
| "eval_overall_recall": 0.9623115577889447, | |
| "eval_runtime": 0.2913, | |
| "eval_samples_per_second": 583.529, | |
| "eval_steps_per_second": 10.298, | |
| "step": 3744 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "grad_norm": 0.8457311391830444, | |
| "learning_rate": 3e-05, | |
| "loss": 0.0191, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "eval_LOCATION_f1": 0.935064935064935, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9391304347826087, | |
| "eval_LOCATION_recall": 0.9310344827586207, | |
| "eval_ORGANIZATION_f1": 0.9490445859872612, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9551282051282052, | |
| "eval_ORGANIZATION_recall": 0.9430379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.034387268126010895, | |
| "eval_overall_accuracy": 0.9920395278616525, | |
| "eval_overall_f1": 0.9559748427672956, | |
| "eval_overall_precision": 0.9571788413098237, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.293, | |
| "eval_samples_per_second": 580.141, | |
| "eval_steps_per_second": 10.238, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "grad_norm": 0.07256820797920227, | |
| "learning_rate": 2.95e-05, | |
| "loss": 0.0183, | |
| "step": 3936 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "eval_LOCATION_f1": 0.9198312236286921, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9008264462809917, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.9329073482428115, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9419354838709677, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03764977306127548, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.9450000000000001, | |
| "eval_overall_precision": 0.9402985074626866, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2905, | |
| "eval_samples_per_second": 585.15, | |
| "eval_steps_per_second": 10.326, | |
| "step": 3936 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "grad_norm": 0.05384012311697006, | |
| "learning_rate": 2.9e-05, | |
| "loss": 0.0181, | |
| "step": 4032 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "eval_LOCATION_f1": 0.9406779661016949, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.925, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9463722397476341, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9433962264150944, | |
| "eval_ORGANIZATION_recall": 0.9493670886075949, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.033380769193172455, | |
| "eval_overall_accuracy": 0.9923140269009059, | |
| "eval_overall_f1": 0.9564134495641344, | |
| "eval_overall_precision": 0.9481481481481482, | |
| "eval_overall_recall": 0.964824120603015, | |
| "eval_runtime": 0.2894, | |
| "eval_samples_per_second": 587.499, | |
| "eval_steps_per_second": 10.368, | |
| "step": 4032 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "grad_norm": 0.08901520073413849, | |
| "learning_rate": 2.8499999999999998e-05, | |
| "loss": 0.016, | |
| "step": 4128 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "eval_LOCATION_f1": 0.9437229437229439, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9478260869565217, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.9430379746835443, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9430379746835443, | |
| "eval_ORGANIZATION_recall": 0.9430379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.033028494566679, | |
| "eval_overall_accuracy": 0.9917650288223991, | |
| "eval_overall_f1": 0.9560853199498118, | |
| "eval_overall_precision": 0.9548872180451128, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2906, | |
| "eval_samples_per_second": 584.929, | |
| "eval_steps_per_second": 10.322, | |
| "step": 4128 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "grad_norm": 1.2836157083511353, | |
| "learning_rate": 2.8000000000000003e-05, | |
| "loss": 0.0173, | |
| "step": 4224 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "eval_LOCATION_f1": 0.9356223175965666, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9316239316239316, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.948051948051948, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9733333333333334, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04676896706223488, | |
| "eval_overall_accuracy": 0.9879220422728521, | |
| "eval_overall_f1": 0.9545454545454546, | |
| "eval_overall_precision": 0.9593908629441624, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2905, | |
| "eval_samples_per_second": 585.288, | |
| "eval_steps_per_second": 10.329, | |
| "step": 4224 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "grad_norm": 0.5232208371162415, | |
| "learning_rate": 2.7500000000000004e-05, | |
| "loss": 0.0154, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "eval_LOCATION_f1": 0.94017094017094, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9322033898305084, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9354838709677419, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9539473684210527, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04091142490506172, | |
| "eval_overall_accuracy": 0.9892945374691189, | |
| "eval_overall_f1": 0.9521410579345088, | |
| "eval_overall_precision": 0.9545454545454546, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2919, | |
| "eval_samples_per_second": 582.298, | |
| "eval_steps_per_second": 10.276, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "grad_norm": 0.6845114827156067, | |
| "learning_rate": 2.7000000000000002e-05, | |
| "loss": 0.0155, | |
| "step": 4416 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "eval_LOCATION_f1": 0.9527896995708154, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9487179487179487, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03788773715496063, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9571788413098236, | |
| "eval_overall_precision": 0.9595959595959596, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2893, | |
| "eval_samples_per_second": 587.525, | |
| "eval_steps_per_second": 10.368, | |
| "step": 4416 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "grad_norm": 0.6623640060424805, | |
| "learning_rate": 2.6500000000000004e-05, | |
| "loss": 0.0145, | |
| "step": 4512 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.042641639709472656, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9547738693467337, | |
| "eval_overall_precision": 0.9547738693467337, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2925, | |
| "eval_samples_per_second": 581.166, | |
| "eval_steps_per_second": 10.256, | |
| "step": 4512 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "grad_norm": 0.6918525695800781, | |
| "learning_rate": 2.6000000000000002e-05, | |
| "loss": 0.0154, | |
| "step": 4608 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "eval_LOCATION_f1": 0.94017094017094, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9322033898305084, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.932475884244373, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9477124183006536, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03981786221265793, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9521410579345088, | |
| "eval_overall_precision": 0.9545454545454546, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2923, | |
| "eval_samples_per_second": 581.646, | |
| "eval_steps_per_second": 10.264, | |
| "step": 4608 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "grad_norm": 0.04483887180685997, | |
| "learning_rate": 2.5500000000000003e-05, | |
| "loss": 0.0151, | |
| "step": 4704 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "eval_LOCATION_f1": 0.94017094017094, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9322033898305084, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04250122979283333, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9570707070707072, | |
| "eval_overall_precision": 0.9619289340101523, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2896, | |
| "eval_samples_per_second": 586.918, | |
| "eval_steps_per_second": 10.357, | |
| "step": 4704 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "grad_norm": 0.44632968306541443, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.0138, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "eval_LOCATION_f1": 0.9372384937238494, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9105691056910569, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.9290322580645162, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9473684210526315, | |
| "eval_ORGANIZATION_recall": 0.9113924050632911, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.042706288397312164, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.9486858573216519, | |
| "eval_overall_precision": 0.9451371571072319, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2932, | |
| "eval_samples_per_second": 579.773, | |
| "eval_steps_per_second": 10.231, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 51.0, | |
| "grad_norm": 0.37510067224502563, | |
| "learning_rate": 2.45e-05, | |
| "loss": 0.015, | |
| "step": 4896 | |
| }, | |
| { | |
| "epoch": 51.0, | |
| "eval_LOCATION_f1": 0.9539748953974895, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.926829268292683, | |
| "eval_LOCATION_recall": 0.9827586206896551, | |
| "eval_ORGANIZATION_f1": 0.9514563106796117, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9735099337748344, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.03982841223478317, | |
| "eval_overall_accuracy": 0.9917650288223991, | |
| "eval_overall_f1": 0.9624060150375939, | |
| "eval_overall_precision": 0.96, | |
| "eval_overall_recall": 0.964824120603015, | |
| "eval_runtime": 0.2906, | |
| "eval_samples_per_second": 585.061, | |
| "eval_steps_per_second": 10.325, | |
| "step": 4896 | |
| }, | |
| { | |
| "epoch": 52.0, | |
| "grad_norm": 1.2106904983520508, | |
| "learning_rate": 2.4e-05, | |
| "loss": 0.0146, | |
| "step": 4992 | |
| }, | |
| { | |
| "epoch": 52.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.939297124600639, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9483870967741935, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.037753116339445114, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9547738693467337, | |
| "eval_overall_precision": 0.9547738693467337, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2911, | |
| "eval_samples_per_second": 584.021, | |
| "eval_steps_per_second": 10.306, | |
| "step": 4992 | |
| }, | |
| { | |
| "epoch": 53.0, | |
| "grad_norm": 0.6939998865127563, | |
| "learning_rate": 2.35e-05, | |
| "loss": 0.0121, | |
| "step": 5088 | |
| }, | |
| { | |
| "epoch": 53.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.045009445399045944, | |
| "eval_overall_accuracy": 0.9898435355476256, | |
| "eval_overall_f1": 0.9547738693467337, | |
| "eval_overall_precision": 0.9547738693467337, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2909, | |
| "eval_samples_per_second": 584.294, | |
| "eval_steps_per_second": 10.311, | |
| "step": 5088 | |
| }, | |
| { | |
| "epoch": 54.0, | |
| "grad_norm": 0.7895837426185608, | |
| "learning_rate": 2.3000000000000003e-05, | |
| "loss": 0.0136, | |
| "step": 5184 | |
| }, | |
| { | |
| "epoch": 54.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04220401495695114, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.9547738693467337, | |
| "eval_overall_precision": 0.9547738693467337, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.291, | |
| "eval_samples_per_second": 584.273, | |
| "eval_steps_per_second": 10.311, | |
| "step": 5184 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "grad_norm": 0.10359565168619156, | |
| "learning_rate": 2.25e-05, | |
| "loss": 0.0135, | |
| "step": 5280 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9290322580645162, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9473684210526315, | |
| "eval_ORGANIZATION_recall": 0.9113924050632911, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.043841563165187836, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9521410579345088, | |
| "eval_overall_precision": 0.9545454545454546, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2919, | |
| "eval_samples_per_second": 582.472, | |
| "eval_steps_per_second": 10.279, | |
| "step": 5280 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "grad_norm": 0.36767861247062683, | |
| "learning_rate": 2.2000000000000003e-05, | |
| "loss": 0.012, | |
| "step": 5376 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "eval_LOCATION_f1": 0.9487179487179486, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.940677966101695, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9358974358974359, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.948051948051948, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04247433319687843, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9547738693467337, | |
| "eval_overall_precision": 0.9547738693467337, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2903, | |
| "eval_samples_per_second": 585.526, | |
| "eval_steps_per_second": 10.333, | |
| "step": 5376 | |
| }, | |
| { | |
| "epoch": 57.0, | |
| "grad_norm": 0.39423635601997375, | |
| "learning_rate": 2.15e-05, | |
| "loss": 0.0136, | |
| "step": 5472 | |
| }, | |
| { | |
| "epoch": 57.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9290322580645162, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9473684210526315, | |
| "eval_ORGANIZATION_recall": 0.9113924050632911, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.042152438312768936, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9508196721311476, | |
| "eval_overall_precision": 0.9544303797468354, | |
| "eval_overall_recall": 0.9472361809045227, | |
| "eval_runtime": 0.2897, | |
| "eval_samples_per_second": 586.851, | |
| "eval_steps_per_second": 10.356, | |
| "step": 5472 | |
| }, | |
| { | |
| "epoch": 58.0, | |
| "grad_norm": 0.2699180543422699, | |
| "learning_rate": 2.1e-05, | |
| "loss": 0.0133, | |
| "step": 5568 | |
| }, | |
| { | |
| "epoch": 58.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9354838709677419, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9539473684210527, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.045361388474702835, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9534591194968555, | |
| "eval_overall_precision": 0.9546599496221663, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2898, | |
| "eval_samples_per_second": 586.678, | |
| "eval_steps_per_second": 10.353, | |
| "step": 5568 | |
| }, | |
| { | |
| "epoch": 59.0, | |
| "grad_norm": 0.13147902488708496, | |
| "learning_rate": 2.05e-05, | |
| "loss": 0.0119, | |
| "step": 5664 | |
| }, | |
| { | |
| "epoch": 59.0, | |
| "eval_LOCATION_f1": 0.9535864978902953, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9338842975206612, | |
| "eval_LOCATION_recall": 0.9741379310344828, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04451941326260567, | |
| "eval_overall_accuracy": 0.9914905297831458, | |
| "eval_overall_f1": 0.9597989949748744, | |
| "eval_overall_precision": 0.9597989949748744, | |
| "eval_overall_recall": 0.9597989949748744, | |
| "eval_runtime": 0.2898, | |
| "eval_samples_per_second": 586.581, | |
| "eval_steps_per_second": 10.351, | |
| "step": 5664 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "grad_norm": 0.1671062409877777, | |
| "learning_rate": 2e-05, | |
| "loss": 0.0112, | |
| "step": 5760 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "eval_LOCATION_f1": 0.9576271186440678, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9416666666666667, | |
| "eval_LOCATION_recall": 0.9741379310344828, | |
| "eval_ORGANIZATION_f1": 0.9354838709677419, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9539473684210527, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04959705471992493, | |
| "eval_overall_accuracy": 0.9898435355476256, | |
| "eval_overall_f1": 0.957286432160804, | |
| "eval_overall_precision": 0.957286432160804, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2911, | |
| "eval_samples_per_second": 584.075, | |
| "eval_steps_per_second": 10.307, | |
| "step": 5760 | |
| }, | |
| { | |
| "epoch": 61.0, | |
| "grad_norm": 0.44050949811935425, | |
| "learning_rate": 1.9500000000000003e-05, | |
| "loss": 0.0116, | |
| "step": 5856 | |
| }, | |
| { | |
| "epoch": 61.0, | |
| "eval_LOCATION_f1": 0.9576271186440678, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9416666666666667, | |
| "eval_LOCATION_recall": 0.9741379310344828, | |
| "eval_ORGANIZATION_f1": 0.9453376205787781, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9607843137254902, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04536319151520729, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9611041405269761, | |
| "eval_overall_precision": 0.9598997493734336, | |
| "eval_overall_recall": 0.9623115577889447, | |
| "eval_runtime": 0.29, | |
| "eval_samples_per_second": 586.299, | |
| "eval_steps_per_second": 10.346, | |
| "step": 5856 | |
| }, | |
| { | |
| "epoch": 62.0, | |
| "grad_norm": 0.820795476436615, | |
| "learning_rate": 1.9e-05, | |
| "loss": 0.0128, | |
| "step": 5952 | |
| }, | |
| { | |
| "epoch": 62.0, | |
| "eval_LOCATION_f1": 0.9372384937238494, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9105691056910569, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.9385113268608414, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9602649006622517, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.049761563539505005, | |
| "eval_overall_accuracy": 0.9890200384298655, | |
| "eval_overall_f1": 0.9523809523809523, | |
| "eval_overall_precision": 0.95, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2909, | |
| "eval_samples_per_second": 584.353, | |
| "eval_steps_per_second": 10.312, | |
| "step": 5952 | |
| }, | |
| { | |
| "epoch": 63.0, | |
| "grad_norm": 0.02152247354388237, | |
| "learning_rate": 1.85e-05, | |
| "loss": 0.0103, | |
| "step": 6048 | |
| }, | |
| { | |
| "epoch": 63.0, | |
| "eval_LOCATION_f1": 0.9576271186440678, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9416666666666667, | |
| "eval_LOCATION_recall": 0.9741379310344828, | |
| "eval_ORGANIZATION_f1": 0.9551282051282052, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9675324675324676, | |
| "eval_ORGANIZATION_recall": 0.9430379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.045038990676403046, | |
| "eval_overall_accuracy": 0.9914905297831458, | |
| "eval_overall_f1": 0.9649122807017544, | |
| "eval_overall_precision": 0.9625, | |
| "eval_overall_recall": 0.9673366834170855, | |
| "eval_runtime": 0.2912, | |
| "eval_samples_per_second": 583.753, | |
| "eval_steps_per_second": 10.302, | |
| "step": 6048 | |
| }, | |
| { | |
| "epoch": 64.0, | |
| "grad_norm": 0.05587596818804741, | |
| "learning_rate": 1.8e-05, | |
| "loss": 0.0121, | |
| "step": 6144 | |
| }, | |
| { | |
| "epoch": 64.0, | |
| "eval_LOCATION_f1": 0.9527896995708154, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9487179487179487, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9354838709677419, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9539473684210527, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.045539844781160355, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.9558638083228247, | |
| "eval_overall_precision": 0.959493670886076, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2975, | |
| "eval_samples_per_second": 571.502, | |
| "eval_steps_per_second": 10.085, | |
| "step": 6144 | |
| }, | |
| { | |
| "epoch": 65.0, | |
| "grad_norm": 0.5795026421546936, | |
| "learning_rate": 1.75e-05, | |
| "loss": 0.0122, | |
| "step": 6240 | |
| }, | |
| { | |
| "epoch": 65.0, | |
| "eval_LOCATION_f1": 0.9495798319327732, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9262295081967213, | |
| "eval_LOCATION_recall": 0.9741379310344828, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04776795208454132, | |
| "eval_overall_accuracy": 0.9898435355476256, | |
| "eval_overall_f1": 0.958594730238394, | |
| "eval_overall_precision": 0.9573934837092731, | |
| "eval_overall_recall": 0.9597989949748744, | |
| "eval_runtime": 0.2908, | |
| "eval_samples_per_second": 584.601, | |
| "eval_steps_per_second": 10.316, | |
| "step": 6240 | |
| }, | |
| { | |
| "epoch": 66.0, | |
| "grad_norm": 0.2520827651023865, | |
| "learning_rate": 1.7000000000000003e-05, | |
| "loss": 0.0104, | |
| "step": 6336 | |
| }, | |
| { | |
| "epoch": 66.0, | |
| "eval_LOCATION_f1": 0.9531914893617022, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9411764705882353, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.9333333333333332, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9363057324840764, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04898129776120186, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9550000000000001, | |
| "eval_overall_precision": 0.9502487562189055, | |
| "eval_overall_recall": 0.9597989949748744, | |
| "eval_runtime": 0.2908, | |
| "eval_samples_per_second": 584.546, | |
| "eval_steps_per_second": 10.316, | |
| "step": 6336 | |
| }, | |
| { | |
| "epoch": 67.0, | |
| "grad_norm": 0.05709691718220711, | |
| "learning_rate": 1.65e-05, | |
| "loss": 0.0092, | |
| "step": 6432 | |
| }, | |
| { | |
| "epoch": 67.0, | |
| "eval_LOCATION_f1": 0.9617021276595743, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9495798319327731, | |
| "eval_LOCATION_recall": 0.9741379310344828, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.046496715396642685, | |
| "eval_overall_accuracy": 0.9898435355476256, | |
| "eval_overall_f1": 0.958594730238394, | |
| "eval_overall_precision": 0.9573934837092731, | |
| "eval_overall_recall": 0.9597989949748744, | |
| "eval_runtime": 0.2904, | |
| "eval_samples_per_second": 585.413, | |
| "eval_steps_per_second": 10.331, | |
| "step": 6432 | |
| }, | |
| { | |
| "epoch": 68.0, | |
| "grad_norm": 0.9552698135375977, | |
| "learning_rate": 1.6000000000000003e-05, | |
| "loss": 0.0112, | |
| "step": 6528 | |
| }, | |
| { | |
| "epoch": 68.0, | |
| "eval_LOCATION_f1": 0.9572649572649573, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9491525423728814, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.946031746031746, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9490445859872612, | |
| "eval_ORGANIZATION_recall": 0.9430379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04343028366565704, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9612015018773465, | |
| "eval_overall_precision": 0.9576059850374065, | |
| "eval_overall_recall": 0.964824120603015, | |
| "eval_runtime": 0.2905, | |
| "eval_samples_per_second": 585.298, | |
| "eval_steps_per_second": 10.329, | |
| "step": 6528 | |
| }, | |
| { | |
| "epoch": 69.0, | |
| "grad_norm": 0.16388903558254242, | |
| "learning_rate": 1.55e-05, | |
| "loss": 0.0104, | |
| "step": 6624 | |
| }, | |
| { | |
| "epoch": 69.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9294871794871796, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9415584415584416, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04765097796916962, | |
| "eval_overall_accuracy": 0.9892945374691189, | |
| "eval_overall_f1": 0.950943396226415, | |
| "eval_overall_precision": 0.9521410579345088, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2914, | |
| "eval_samples_per_second": 583.313, | |
| "eval_steps_per_second": 10.294, | |
| "step": 6624 | |
| }, | |
| { | |
| "epoch": 70.0, | |
| "grad_norm": 0.7745044827461243, | |
| "learning_rate": 1.5e-05, | |
| "loss": 0.0095, | |
| "step": 6720 | |
| }, | |
| { | |
| "epoch": 70.0, | |
| "eval_LOCATION_f1": 0.9576271186440678, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9416666666666667, | |
| "eval_LOCATION_recall": 0.9741379310344828, | |
| "eval_ORGANIZATION_f1": 0.9545454545454545, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.98, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04321495071053505, | |
| "eval_overall_accuracy": 0.9917650288223991, | |
| "eval_overall_f1": 0.964735516372796, | |
| "eval_overall_precision": 0.9671717171717171, | |
| "eval_overall_recall": 0.9623115577889447, | |
| "eval_runtime": 0.2891, | |
| "eval_samples_per_second": 587.955, | |
| "eval_steps_per_second": 10.376, | |
| "step": 6720 | |
| }, | |
| { | |
| "epoch": 71.0, | |
| "grad_norm": 0.415163516998291, | |
| "learning_rate": 1.45e-05, | |
| "loss": 0.0095, | |
| "step": 6816 | |
| }, | |
| { | |
| "epoch": 71.0, | |
| "eval_LOCATION_f1": 0.9437229437229439, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9478260869565217, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.9423076923076923, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9545454545454546, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04255209490656853, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9546599496221662, | |
| "eval_overall_precision": 0.9570707070707071, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2893, | |
| "eval_samples_per_second": 587.665, | |
| "eval_steps_per_second": 10.371, | |
| "step": 6816 | |
| }, | |
| { | |
| "epoch": 72.0, | |
| "grad_norm": 0.2266206294298172, | |
| "learning_rate": 1.4000000000000001e-05, | |
| "loss": 0.0086, | |
| "step": 6912 | |
| }, | |
| { | |
| "epoch": 72.0, | |
| "eval_LOCATION_f1": 0.9406779661016949, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.925, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9354838709677419, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9539473684210527, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.043971460312604904, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9522613065326633, | |
| "eval_overall_precision": 0.9522613065326633, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2913, | |
| "eval_samples_per_second": 583.672, | |
| "eval_steps_per_second": 10.3, | |
| "step": 6912 | |
| }, | |
| { | |
| "epoch": 73.0, | |
| "grad_norm": 0.22036756575107574, | |
| "learning_rate": 1.3500000000000001e-05, | |
| "loss": 0.0091, | |
| "step": 7008 | |
| }, | |
| { | |
| "epoch": 73.0, | |
| "eval_LOCATION_f1": 0.9491525423728815, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9333333333333333, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.9276315789473684, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9657534246575342, | |
| "eval_ORGANIZATION_recall": 0.8924050632911392, | |
| "eval_PERSON_f1": 0.9879518072289156, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.984, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.050814829766750336, | |
| "eval_overall_accuracy": 0.9890200384298655, | |
| "eval_overall_f1": 0.9531051964512041, | |
| "eval_overall_precision": 0.9616368286445013, | |
| "eval_overall_recall": 0.9447236180904522, | |
| "eval_runtime": 0.2914, | |
| "eval_samples_per_second": 583.291, | |
| "eval_steps_per_second": 10.293, | |
| "step": 7008 | |
| }, | |
| { | |
| "epoch": 74.0, | |
| "grad_norm": 0.1528637558221817, | |
| "learning_rate": 1.3000000000000001e-05, | |
| "loss": 0.0088, | |
| "step": 7104 | |
| }, | |
| { | |
| "epoch": 74.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9419354838709677, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9605263157894737, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04793453961610794, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.9558638083228247, | |
| "eval_overall_precision": 0.959493670886076, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2908, | |
| "eval_samples_per_second": 584.594, | |
| "eval_steps_per_second": 10.316, | |
| "step": 7104 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "grad_norm": 0.3548160791397095, | |
| "learning_rate": 1.25e-05, | |
| "loss": 0.0082, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "eval_LOCATION_f1": 0.9487179487179486, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.940677966101695, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9329073482428115, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9419354838709677, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04753913730382919, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9535759096612295, | |
| "eval_overall_precision": 0.9523809523809523, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2919, | |
| "eval_samples_per_second": 582.473, | |
| "eval_steps_per_second": 10.279, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 76.0, | |
| "grad_norm": 0.0739251896739006, | |
| "learning_rate": 1.2e-05, | |
| "loss": 0.0085, | |
| "step": 7296 | |
| }, | |
| { | |
| "epoch": 76.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9329073482428115, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9419354838709677, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04924161732196808, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.9523809523809523, | |
| "eval_overall_precision": 0.95, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2926, | |
| "eval_samples_per_second": 581.041, | |
| "eval_steps_per_second": 10.254, | |
| "step": 7296 | |
| }, | |
| { | |
| "epoch": 77.0, | |
| "grad_norm": 0.41715970635414124, | |
| "learning_rate": 1.1500000000000002e-05, | |
| "loss": 0.0078, | |
| "step": 7392 | |
| }, | |
| { | |
| "epoch": 77.0, | |
| "eval_LOCATION_f1": 0.9487179487179486, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.940677966101695, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9358974358974359, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.948051948051948, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.05100114643573761, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9547738693467337, | |
| "eval_overall_precision": 0.9547738693467337, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2914, | |
| "eval_samples_per_second": 583.363, | |
| "eval_steps_per_second": 10.295, | |
| "step": 7392 | |
| }, | |
| { | |
| "epoch": 78.0, | |
| "grad_norm": 1.2218786478042603, | |
| "learning_rate": 1.1000000000000001e-05, | |
| "loss": 0.0092, | |
| "step": 7488 | |
| }, | |
| { | |
| "epoch": 78.0, | |
| "eval_LOCATION_f1": 0.94017094017094, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9322033898305084, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.932475884244373, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9477124183006536, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.050010260194540024, | |
| "eval_overall_accuracy": 0.9898435355476256, | |
| "eval_overall_f1": 0.950943396226415, | |
| "eval_overall_precision": 0.9521410579345088, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2924, | |
| "eval_samples_per_second": 581.344, | |
| "eval_steps_per_second": 10.259, | |
| "step": 7488 | |
| }, | |
| { | |
| "epoch": 79.0, | |
| "grad_norm": 0.005696540232747793, | |
| "learning_rate": 1.05e-05, | |
| "loss": 0.0082, | |
| "step": 7584 | |
| }, | |
| { | |
| "epoch": 79.0, | |
| "eval_LOCATION_f1": 0.9396551724137931, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9396551724137931, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.9423076923076923, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9545454545454546, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9800796812749005, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.968503937007874, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.048680275678634644, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9534591194968555, | |
| "eval_overall_precision": 0.9546599496221663, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2912, | |
| "eval_samples_per_second": 583.859, | |
| "eval_steps_per_second": 10.303, | |
| "step": 7584 | |
| }, | |
| { | |
| "epoch": 80.0, | |
| "grad_norm": 0.3896704912185669, | |
| "learning_rate": 1e-05, | |
| "loss": 0.0087, | |
| "step": 7680 | |
| }, | |
| { | |
| "epoch": 80.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04815710708498955, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9546599496221662, | |
| "eval_overall_precision": 0.9570707070707071, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2888, | |
| "eval_samples_per_second": 588.575, | |
| "eval_steps_per_second": 10.387, | |
| "step": 7680 | |
| }, | |
| { | |
| "epoch": 81.0, | |
| "grad_norm": 3.0765485763549805, | |
| "learning_rate": 9.5e-06, | |
| "loss": 0.0076, | |
| "step": 7776 | |
| }, | |
| { | |
| "epoch": 81.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04572370648384094, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9546599496221662, | |
| "eval_overall_precision": 0.9570707070707071, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2908, | |
| "eval_samples_per_second": 584.504, | |
| "eval_steps_per_second": 10.315, | |
| "step": 7776 | |
| }, | |
| { | |
| "epoch": 82.0, | |
| "grad_norm": 0.06425667554140091, | |
| "learning_rate": 9e-06, | |
| "loss": 0.007, | |
| "step": 7872 | |
| }, | |
| { | |
| "epoch": 82.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9419354838709677, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9605263157894737, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04720095545053482, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9558638083228247, | |
| "eval_overall_precision": 0.959493670886076, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2931, | |
| "eval_samples_per_second": 580.075, | |
| "eval_steps_per_second": 10.237, | |
| "step": 7872 | |
| }, | |
| { | |
| "epoch": 83.0, | |
| "grad_norm": 0.015088742598891258, | |
| "learning_rate": 8.500000000000002e-06, | |
| "loss": 0.0063, | |
| "step": 7968 | |
| }, | |
| { | |
| "epoch": 83.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9483870967741935, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9671052631578947, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04591359943151474, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9583858764186632, | |
| "eval_overall_precision": 0.9620253164556962, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2913, | |
| "eval_samples_per_second": 583.649, | |
| "eval_steps_per_second": 10.3, | |
| "step": 7968 | |
| }, | |
| { | |
| "epoch": 84.0, | |
| "grad_norm": 0.09398268163204193, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 0.0075, | |
| "step": 8064 | |
| }, | |
| { | |
| "epoch": 84.0, | |
| "eval_LOCATION_f1": 0.9487179487179486, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.940677966101695, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9389067524115756, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.954248366013072, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04623812064528465, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9559748427672956, | |
| "eval_overall_precision": 0.9571788413098237, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2908, | |
| "eval_samples_per_second": 584.611, | |
| "eval_steps_per_second": 10.317, | |
| "step": 8064 | |
| }, | |
| { | |
| "epoch": 85.0, | |
| "grad_norm": 0.33947882056236267, | |
| "learning_rate": 7.5e-06, | |
| "loss": 0.0077, | |
| "step": 8160 | |
| }, | |
| { | |
| "epoch": 85.0, | |
| "eval_LOCATION_f1": 0.9356223175965666, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9316239316239316, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.9419354838709677, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9605263157894737, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.05004940181970596, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.953341740226986, | |
| "eval_overall_precision": 0.9569620253164557, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2891, | |
| "eval_samples_per_second": 588.008, | |
| "eval_steps_per_second": 10.377, | |
| "step": 8160 | |
| }, | |
| { | |
| "epoch": 86.0, | |
| "grad_norm": 0.27867794036865234, | |
| "learning_rate": 7.000000000000001e-06, | |
| "loss": 0.0084, | |
| "step": 8256 | |
| }, | |
| { | |
| "epoch": 86.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.05041741579771042, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.9571788413098236, | |
| "eval_overall_precision": 0.9595959595959596, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2912, | |
| "eval_samples_per_second": 583.811, | |
| "eval_steps_per_second": 10.303, | |
| "step": 8256 | |
| }, | |
| { | |
| "epoch": 87.0, | |
| "grad_norm": 0.27448999881744385, | |
| "learning_rate": 6.5000000000000004e-06, | |
| "loss": 0.0089, | |
| "step": 8352 | |
| }, | |
| { | |
| "epoch": 87.0, | |
| "eval_LOCATION_f1": 0.9487179487179486, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.940677966101695, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9483870967741935, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9671052631578947, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.050721243023872375, | |
| "eval_overall_accuracy": 0.990118034586879, | |
| "eval_overall_f1": 0.9596977329974811, | |
| "eval_overall_precision": 0.9621212121212122, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2893, | |
| "eval_samples_per_second": 587.602, | |
| "eval_steps_per_second": 10.369, | |
| "step": 8352 | |
| }, | |
| { | |
| "epoch": 88.0, | |
| "grad_norm": 0.22354625165462494, | |
| "learning_rate": 6e-06, | |
| "loss": 0.007, | |
| "step": 8448 | |
| }, | |
| { | |
| "epoch": 88.0, | |
| "eval_LOCATION_f1": 0.944206008583691, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9401709401709402, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9385113268608414, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9602649006622517, | |
| "eval_ORGANIZATION_recall": 0.9177215189873418, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04851313307881355, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9545454545454546, | |
| "eval_overall_precision": 0.9593908629441624, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2914, | |
| "eval_samples_per_second": 583.485, | |
| "eval_steps_per_second": 10.297, | |
| "step": 8448 | |
| }, | |
| { | |
| "epoch": 89.0, | |
| "grad_norm": 0.5501545071601868, | |
| "learning_rate": 5.500000000000001e-06, | |
| "loss": 0.0075, | |
| "step": 8544 | |
| }, | |
| { | |
| "epoch": 89.0, | |
| "eval_LOCATION_f1": 0.9356223175965666, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9316239316239316, | |
| "eval_LOCATION_recall": 0.9396551724137931, | |
| "eval_ORGANIZATION_f1": 0.9419354838709677, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9605263157894737, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.047070857137441635, | |
| "eval_overall_accuracy": 0.9903925336261323, | |
| "eval_overall_f1": 0.953341740226986, | |
| "eval_overall_precision": 0.9569620253164557, | |
| "eval_overall_recall": 0.949748743718593, | |
| "eval_runtime": 0.2898, | |
| "eval_samples_per_second": 586.553, | |
| "eval_steps_per_second": 10.351, | |
| "step": 8544 | |
| }, | |
| { | |
| "epoch": 90.0, | |
| "grad_norm": 0.022565767168998718, | |
| "learning_rate": 5e-06, | |
| "loss": 0.0074, | |
| "step": 8640 | |
| }, | |
| { | |
| "epoch": 90.0, | |
| "eval_LOCATION_f1": 0.9487179487179486, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.940677966101695, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.048480287194252014, | |
| "eval_overall_accuracy": 0.9909415317046391, | |
| "eval_overall_f1": 0.9583858764186632, | |
| "eval_overall_precision": 0.9620253164556962, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2905, | |
| "eval_samples_per_second": 585.145, | |
| "eval_steps_per_second": 10.326, | |
| "step": 8640 | |
| }, | |
| { | |
| "epoch": 91.0, | |
| "grad_norm": 0.11001965403556824, | |
| "learning_rate": 4.5e-06, | |
| "loss": 0.0067, | |
| "step": 8736 | |
| }, | |
| { | |
| "epoch": 91.0, | |
| "eval_LOCATION_f1": 0.94017094017094, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9322033898305084, | |
| "eval_LOCATION_recall": 0.9482758620689655, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04967214912176132, | |
| "eval_overall_accuracy": 0.9906670326653857, | |
| "eval_overall_f1": 0.9558638083228247, | |
| "eval_overall_precision": 0.959493670886076, | |
| "eval_overall_recall": 0.9522613065326633, | |
| "eval_runtime": 0.2897, | |
| "eval_samples_per_second": 586.774, | |
| "eval_steps_per_second": 10.355, | |
| "step": 8736 | |
| }, | |
| { | |
| "epoch": 92.0, | |
| "grad_norm": 1.1619187593460083, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 0.0074, | |
| "step": 8832 | |
| }, | |
| { | |
| "epoch": 92.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.049173153936862946, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9571788413098236, | |
| "eval_overall_precision": 0.9595959595959596, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2891, | |
| "eval_samples_per_second": 588.059, | |
| "eval_steps_per_second": 10.378, | |
| "step": 8832 | |
| }, | |
| { | |
| "epoch": 93.0, | |
| "grad_norm": 0.05074794217944145, | |
| "learning_rate": 3.5000000000000004e-06, | |
| "loss": 0.0067, | |
| "step": 8928 | |
| }, | |
| { | |
| "epoch": 93.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9483870967741935, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9671052631578947, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.046569496393203735, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9584905660377357, | |
| "eval_overall_precision": 0.9596977329974811, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2942, | |
| "eval_samples_per_second": 577.833, | |
| "eval_steps_per_second": 10.197, | |
| "step": 8928 | |
| }, | |
| { | |
| "epoch": 94.0, | |
| "grad_norm": 0.08575073629617691, | |
| "learning_rate": 3e-06, | |
| "loss": 0.0076, | |
| "step": 9024 | |
| }, | |
| { | |
| "epoch": 94.0, | |
| "eval_LOCATION_f1": 0.9487179487179486, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.940677966101695, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9483870967741935, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9671052631578947, | |
| "eval_ORGANIZATION_recall": 0.930379746835443, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04603978246450424, | |
| "eval_overall_accuracy": 0.9917650288223991, | |
| "eval_overall_f1": 0.9596977329974811, | |
| "eval_overall_precision": 0.9621212121212122, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2908, | |
| "eval_samples_per_second": 584.521, | |
| "eval_steps_per_second": 10.315, | |
| "step": 9024 | |
| }, | |
| { | |
| "epoch": 95.0, | |
| "grad_norm": 0.026022328063845634, | |
| "learning_rate": 2.5e-06, | |
| "loss": 0.0063, | |
| "step": 9120 | |
| }, | |
| { | |
| "epoch": 95.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04672197997570038, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9571788413098236, | |
| "eval_overall_precision": 0.9595959595959596, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2922, | |
| "eval_samples_per_second": 581.789, | |
| "eval_steps_per_second": 10.267, | |
| "step": 9120 | |
| }, | |
| { | |
| "epoch": 96.0, | |
| "grad_norm": 0.07688921689987183, | |
| "learning_rate": 2.0000000000000003e-06, | |
| "loss": 0.0064, | |
| "step": 9216 | |
| }, | |
| { | |
| "epoch": 96.0, | |
| "eval_LOCATION_f1": 0.9531914893617022, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9411764705882353, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.0466776117682457, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9596977329974811, | |
| "eval_overall_precision": 0.9621212121212122, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.289, | |
| "eval_samples_per_second": 588.324, | |
| "eval_steps_per_second": 10.382, | |
| "step": 9216 | |
| }, | |
| { | |
| "epoch": 97.0, | |
| "grad_norm": 0.8250861167907715, | |
| "learning_rate": 1.5e-06, | |
| "loss": 0.0068, | |
| "step": 9312 | |
| }, | |
| { | |
| "epoch": 97.0, | |
| "eval_LOCATION_f1": 0.9531914893617022, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9411764705882353, | |
| "eval_LOCATION_recall": 0.9655172413793104, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.046966131776571274, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9596977329974811, | |
| "eval_overall_precision": 0.9621212121212122, | |
| "eval_overall_recall": 0.957286432160804, | |
| "eval_runtime": 0.2892, | |
| "eval_samples_per_second": 587.744, | |
| "eval_steps_per_second": 10.372, | |
| "step": 9312 | |
| }, | |
| { | |
| "epoch": 98.0, | |
| "grad_norm": 0.16832178831100464, | |
| "learning_rate": 1.0000000000000002e-06, | |
| "loss": 0.0061, | |
| "step": 9408 | |
| }, | |
| { | |
| "epoch": 98.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.04705871641635895, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9571788413098236, | |
| "eval_overall_precision": 0.9595959595959596, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2905, | |
| "eval_samples_per_second": 585.26, | |
| "eval_steps_per_second": 10.328, | |
| "step": 9408 | |
| }, | |
| { | |
| "epoch": 99.0, | |
| "grad_norm": 0.0696122795343399, | |
| "learning_rate": 5.000000000000001e-07, | |
| "loss": 0.0068, | |
| "step": 9504 | |
| }, | |
| { | |
| "epoch": 99.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.046953875571489334, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9571788413098236, | |
| "eval_overall_precision": 0.9595959595959596, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2888, | |
| "eval_samples_per_second": 588.56, | |
| "eval_steps_per_second": 10.386, | |
| "step": 9504 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "grad_norm": 0.3352962136268616, | |
| "learning_rate": 0.0, | |
| "loss": 0.0068, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "eval_LOCATION_f1": 0.9446808510638298, | |
| "eval_LOCATION_number": 116, | |
| "eval_LOCATION_precision": 0.9327731092436975, | |
| "eval_LOCATION_recall": 0.9568965517241379, | |
| "eval_ORGANIZATION_f1": 0.9449838187702266, | |
| "eval_ORGANIZATION_number": 158, | |
| "eval_ORGANIZATION_precision": 0.9668874172185431, | |
| "eval_ORGANIZATION_recall": 0.9240506329113924, | |
| "eval_PERSON_f1": 0.9840000000000001, | |
| "eval_PERSON_number": 124, | |
| "eval_PERSON_precision": 0.9761904761904762, | |
| "eval_PERSON_recall": 0.9919354838709677, | |
| "eval_loss": 0.0468829870223999, | |
| "eval_overall_accuracy": 0.9912160307438924, | |
| "eval_overall_f1": 0.9571788413098236, | |
| "eval_overall_precision": 0.9595959595959596, | |
| "eval_overall_recall": 0.9547738693467337, | |
| "eval_runtime": 0.2886, | |
| "eval_samples_per_second": 588.987, | |
| "eval_steps_per_second": 10.394, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "step": 9600, | |
| "total_flos": 4293597283743744.0, | |
| "train_loss": 0.03746084541703264, | |
| "train_runtime": 545.4697, | |
| "train_samples_per_second": 280.676, | |
| "train_steps_per_second": 17.6 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 9600, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 100, | |
| "save_steps": 500, | |
| "total_flos": 4293597283743744.0, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |