| { |
| "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": 1.1256990432739258, |
| "learning_rate": 4.9500000000000004e-05, |
| "loss": 0.8524, |
| "step": 96 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_LOCATION_f1": 0.0, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.0, |
| "eval_LOCATION_recall": 0.0, |
| "eval_ORGANIZATION_f1": 0.25146198830409355, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.2621951219512195, |
| "eval_ORGANIZATION_recall": 0.24157303370786518, |
| "eval_PERSON_f1": 0.3486842105263158, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.30113636363636365, |
| "eval_PERSON_recall": 0.4140625, |
| "eval_loss": 0.37840449810028076, |
| "eval_overall_accuracy": 0.8726045883940621, |
| "eval_overall_f1": 0.2605156037991859, |
| "eval_overall_precision": 0.2782608695652174, |
| "eval_overall_recall": 0.24489795918367346, |
| "eval_runtime": 0.2951, |
| "eval_samples_per_second": 576.008, |
| "eval_steps_per_second": 10.165, |
| "step": 96 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.7344218492507935, |
| "learning_rate": 4.9e-05, |
| "loss": 0.3653, |
| "step": 192 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_LOCATION_f1": 0.35955056179775285, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.34782608695652173, |
| "eval_LOCATION_recall": 0.37209302325581395, |
| "eval_ORGANIZATION_f1": 0.5167173252279635, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.5629139072847682, |
| "eval_ORGANIZATION_recall": 0.47752808988764045, |
| "eval_PERSON_f1": 0.621160409556314, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.5515151515151515, |
| "eval_PERSON_recall": 0.7109375, |
| "eval_loss": 0.24463514983654022, |
| "eval_overall_accuracy": 0.9265856950067476, |
| "eval_overall_f1": 0.5199999999999999, |
| "eval_overall_precision": 0.5098039215686274, |
| "eval_overall_recall": 0.5306122448979592, |
| "eval_runtime": 0.2962, |
| "eval_samples_per_second": 573.875, |
| "eval_steps_per_second": 10.127, |
| "step": 192 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.7497644424438477, |
| "learning_rate": 4.85e-05, |
| "loss": 0.2075, |
| "step": 288 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_LOCATION_f1": 0.7625, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8243243243243243, |
| "eval_LOCATION_recall": 0.7093023255813954, |
| "eval_ORGANIZATION_f1": 0.7539267015706808, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.7058823529411765, |
| "eval_ORGANIZATION_recall": 0.8089887640449438, |
| "eval_PERSON_f1": 0.9473684210526315, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9130434782608695, |
| "eval_PERSON_recall": 0.984375, |
| "eval_loss": 0.10795873403549194, |
| "eval_overall_accuracy": 0.9651821862348178, |
| "eval_overall_f1": 0.8193069306930691, |
| "eval_overall_precision": 0.7956730769230769, |
| "eval_overall_recall": 0.8443877551020408, |
| "eval_runtime": 0.2995, |
| "eval_samples_per_second": 567.666, |
| "eval_steps_per_second": 10.018, |
| "step": 288 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.6917170286178589, |
| "learning_rate": 4.8e-05, |
| "loss": 0.1374, |
| "step": 384 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_LOCATION_f1": 0.761904761904762, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.6990291262135923, |
| "eval_LOCATION_recall": 0.8372093023255814, |
| "eval_ORGANIZATION_f1": 0.822857142857143, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8372093023255814, |
| "eval_ORGANIZATION_recall": 0.8089887640449438, |
| "eval_PERSON_f1": 0.9729729729729729, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9618320610687023, |
| "eval_PERSON_recall": 0.984375, |
| "eval_loss": 0.08412756770849228, |
| "eval_overall_accuracy": 0.9735492577597841, |
| "eval_overall_f1": 0.8571428571428571, |
| "eval_overall_precision": 0.8423645320197044, |
| "eval_overall_recall": 0.8724489795918368, |
| "eval_runtime": 0.2998, |
| "eval_samples_per_second": 567.004, |
| "eval_steps_per_second": 10.006, |
| "step": 384 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 0.5097567439079285, |
| "learning_rate": 4.75e-05, |
| "loss": 0.1114, |
| "step": 480 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_LOCATION_f1": 0.8571428571428571, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8426966292134831, |
| "eval_LOCATION_recall": 0.872093023255814, |
| "eval_ORGANIZATION_f1": 0.8633879781420766, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8404255319148937, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.9729729729729729, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9618320610687023, |
| "eval_PERSON_recall": 0.984375, |
| "eval_loss": 0.0720052421092987, |
| "eval_overall_accuracy": 0.9781376518218623, |
| "eval_overall_f1": 0.8975000000000001, |
| "eval_overall_precision": 0.8799019607843137, |
| "eval_overall_recall": 0.9158163265306123, |
| "eval_runtime": 0.2976, |
| "eval_samples_per_second": 571.151, |
| "eval_steps_per_second": 10.079, |
| "step": 480 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 0.5810394883155823, |
| "learning_rate": 4.7e-05, |
| "loss": 0.0921, |
| "step": 576 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_LOCATION_f1": 0.8491620111731845, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8172043010752689, |
| "eval_LOCATION_recall": 0.8837209302325582, |
| "eval_ORGANIZATION_f1": 0.8739495798319328, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8715083798882681, |
| "eval_ORGANIZATION_recall": 0.8764044943820225, |
| "eval_PERSON_f1": 0.9767441860465116, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9692307692307692, |
| "eval_PERSON_recall": 0.984375, |
| "eval_loss": 0.06163949519395828, |
| "eval_overall_accuracy": 0.9805668016194332, |
| "eval_overall_f1": 0.9017632241813602, |
| "eval_overall_precision": 0.8905472636815921, |
| "eval_overall_recall": 0.9132653061224489, |
| "eval_runtime": 0.2985, |
| "eval_samples_per_second": 569.578, |
| "eval_steps_per_second": 10.051, |
| "step": 576 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 0.541133463382721, |
| "learning_rate": 4.6500000000000005e-05, |
| "loss": 0.0864, |
| "step": 672 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_LOCATION_f1": 0.8666666666666666, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8297872340425532, |
| "eval_LOCATION_recall": 0.9069767441860465, |
| "eval_ORGANIZATION_f1": 0.8943089430894309, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8638743455497382, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9689922480620154, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9615384615384616, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0567135289311409, |
| "eval_overall_accuracy": 0.9811066126855601, |
| "eval_overall_f1": 0.9120198265179678, |
| "eval_overall_precision": 0.8867469879518072, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2947, |
| "eval_samples_per_second": 576.854, |
| "eval_steps_per_second": 10.18, |
| "step": 672 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 0.1868620216846466, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.0791, |
| "step": 768 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_LOCATION_f1": 0.8926553672316384, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8681318681318682, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.8967391304347827, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.868421052631579, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9609375, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9609375, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.048262566328048706, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.916354556803995, |
| "eval_overall_precision": 0.8973105134474327, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2943, |
| "eval_samples_per_second": 577.578, |
| "eval_steps_per_second": 10.193, |
| "step": 768 |
| }, |
| { |
| "epoch": 9.0, |
| "grad_norm": 0.5032618641853333, |
| "learning_rate": 4.55e-05, |
| "loss": 0.0712, |
| "step": 864 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_LOCATION_f1": 0.88268156424581, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8494623655913979, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9166666666666666, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9065934065934066, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0451405793428421, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9283018867924528, |
| "eval_overall_precision": 0.9156327543424317, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2953, |
| "eval_samples_per_second": 575.744, |
| "eval_steps_per_second": 10.16, |
| "step": 864 |
| }, |
| { |
| "epoch": 10.0, |
| "grad_norm": 0.7969183921813965, |
| "learning_rate": 4.5e-05, |
| "loss": 0.0653, |
| "step": 960 |
| }, |
| { |
| "epoch": 10.0, |
| "eval_LOCATION_f1": 0.8950276243093923, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8526315789473684, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9116022099447514, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8967391304347826, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04921705648303032, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9298245614035087, |
| "eval_overall_precision": 0.9137931034482759, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2933, |
| "eval_samples_per_second": 579.662, |
| "eval_steps_per_second": 10.229, |
| "step": 960 |
| }, |
| { |
| "epoch": 11.0, |
| "grad_norm": 0.5103535652160645, |
| "learning_rate": 4.4500000000000004e-05, |
| "loss": 0.0605, |
| "step": 1056 |
| }, |
| { |
| "epoch": 11.0, |
| "eval_LOCATION_f1": 0.9281767955801105, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8842105263157894, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.896358543417367, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8938547486033519, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04341064766049385, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9306431273644388, |
| "eval_overall_precision": 0.9201995012468828, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2987, |
| "eval_samples_per_second": 569.117, |
| "eval_steps_per_second": 10.043, |
| "step": 1056 |
| }, |
| { |
| "epoch": 12.0, |
| "grad_norm": 0.3075887858867645, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.0592, |
| "step": 1152 |
| }, |
| { |
| "epoch": 12.0, |
| "eval_LOCATION_f1": 0.9039548022598871, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8791208791208791, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9209809264305177, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8941798941798942, |
| "eval_ORGANIZATION_recall": 0.949438202247191, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.037002816796302795, |
| "eval_overall_accuracy": 0.9875843454790824, |
| "eval_overall_f1": 0.9361702127659574, |
| "eval_overall_precision": 0.918918918918919, |
| "eval_overall_recall": 0.9540816326530612, |
| "eval_runtime": 0.2952, |
| "eval_samples_per_second": 575.881, |
| "eval_steps_per_second": 10.163, |
| "step": 1152 |
| }, |
| { |
| "epoch": 13.0, |
| "grad_norm": 1.0439996719360352, |
| "learning_rate": 4.35e-05, |
| "loss": 0.0532, |
| "step": 1248 |
| }, |
| { |
| "epoch": 13.0, |
| "eval_LOCATION_f1": 0.9491525423728814, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9230769230769231, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9166666666666666, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9065934065934066, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9725490196078432, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9763779527559056, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.04139236733317375, |
| "eval_overall_accuracy": 0.9878542510121457, |
| "eval_overall_f1": 0.9419191919191919, |
| "eval_overall_precision": 0.9325, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2923, |
| "eval_samples_per_second": 581.548, |
| "eval_steps_per_second": 10.263, |
| "step": 1248 |
| }, |
| { |
| "epoch": 14.0, |
| "grad_norm": 0.17437110841274261, |
| "learning_rate": 4.3e-05, |
| "loss": 0.05, |
| "step": 1344 |
| }, |
| { |
| "epoch": 14.0, |
| "eval_LOCATION_f1": 0.9479768786127168, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9425287356321839, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9106145251396648, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9055555555555556, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0382050946354866, |
| "eval_overall_accuracy": 0.9870445344129555, |
| "eval_overall_f1": 0.9402795425667091, |
| "eval_overall_precision": 0.9367088607594937, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2975, |
| "eval_samples_per_second": 571.373, |
| "eval_steps_per_second": 10.083, |
| "step": 1344 |
| }, |
| { |
| "epoch": 15.0, |
| "grad_norm": 0.41330814361572266, |
| "learning_rate": 4.25e-05, |
| "loss": 0.0467, |
| "step": 1440 |
| }, |
| { |
| "epoch": 15.0, |
| "eval_LOCATION_f1": 0.9364161849710984, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9310344827586207, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9147727272727272, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9252873563218391, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9763779527559054, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9841269841269841, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.039770133793354034, |
| "eval_overall_accuracy": 0.9873144399460189, |
| "eval_overall_f1": 0.9396662387676509, |
| "eval_overall_precision": 0.9457364341085271, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2973, |
| "eval_samples_per_second": 571.776, |
| "eval_steps_per_second": 10.09, |
| "step": 1440 |
| }, |
| { |
| "epoch": 16.0, |
| "grad_norm": 0.4537578225135803, |
| "learning_rate": 4.2e-05, |
| "loss": 0.0461, |
| "step": 1536 |
| }, |
| { |
| "epoch": 16.0, |
| "eval_LOCATION_f1": 0.923076923076923, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.875, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9299719887955181, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9273743016759777, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.042097028344869614, |
| "eval_overall_accuracy": 0.9883940620782726, |
| "eval_overall_f1": 0.9445843828715365, |
| "eval_overall_precision": 0.9328358208955224, |
| "eval_overall_recall": 0.9566326530612245, |
| "eval_runtime": 0.2969, |
| "eval_samples_per_second": 572.565, |
| "eval_steps_per_second": 10.104, |
| "step": 1536 |
| }, |
| { |
| "epoch": 17.0, |
| "grad_norm": 0.2155313938856125, |
| "learning_rate": 4.15e-05, |
| "loss": 0.0407, |
| "step": 1632 |
| }, |
| { |
| "epoch": 17.0, |
| "eval_LOCATION_f1": 0.9310344827586208, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9204545454545454, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9388888888888889, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9285714285714286, |
| "eval_ORGANIZATION_recall": 0.949438202247191, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.03533349931240082, |
| "eval_overall_accuracy": 0.9894736842105263, |
| "eval_overall_f1": 0.9505703422053231, |
| "eval_overall_precision": 0.9445843828715366, |
| "eval_overall_recall": 0.9566326530612245, |
| "eval_runtime": 0.2963, |
| "eval_samples_per_second": 573.817, |
| "eval_steps_per_second": 10.126, |
| "step": 1632 |
| }, |
| { |
| "epoch": 18.0, |
| "grad_norm": 0.30790233612060547, |
| "learning_rate": 4.1e-05, |
| "loss": 0.0393, |
| "step": 1728 |
| }, |
| { |
| "epoch": 18.0, |
| "eval_LOCATION_f1": 0.9491525423728814, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9230769230769231, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9166666666666666, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9065934065934066, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.03866806626319885, |
| "eval_overall_accuracy": 0.9875843454790824, |
| "eval_overall_f1": 0.9432534678436317, |
| "eval_overall_precision": 0.9326683291770573, |
| "eval_overall_recall": 0.9540816326530612, |
| "eval_runtime": 0.2951, |
| "eval_samples_per_second": 576.163, |
| "eval_steps_per_second": 10.168, |
| "step": 1728 |
| }, |
| { |
| "epoch": 19.0, |
| "grad_norm": 0.8322476148605347, |
| "learning_rate": 4.05e-05, |
| "loss": 0.037, |
| "step": 1824 |
| }, |
| { |
| "epoch": 19.0, |
| "eval_LOCATION_f1": 0.9431818181818181, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9222222222222223, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9265536723163842, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9318181818181818, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04221874102950096, |
| "eval_overall_accuracy": 0.9881241565452091, |
| "eval_overall_f1": 0.9477707006369427, |
| "eval_overall_precision": 0.9465648854961832, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.295, |
| "eval_samples_per_second": 576.292, |
| "eval_steps_per_second": 10.17, |
| "step": 1824 |
| }, |
| { |
| "epoch": 20.0, |
| "grad_norm": 0.3742963373661041, |
| "learning_rate": 4e-05, |
| "loss": 0.0367, |
| "step": 1920 |
| }, |
| { |
| "epoch": 20.0, |
| "eval_LOCATION_f1": 0.9171270718232045, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8736842105263158, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9260273972602739, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9037433155080213, |
| "eval_ORGANIZATION_recall": 0.949438202247191, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.051451459527015686, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9413233458177279, |
| "eval_overall_precision": 0.921760391198044, |
| "eval_overall_recall": 0.9617346938775511, |
| "eval_runtime": 0.2956, |
| "eval_samples_per_second": 575.122, |
| "eval_steps_per_second": 10.149, |
| "step": 1920 |
| }, |
| { |
| "epoch": 21.0, |
| "grad_norm": 0.7486676573753357, |
| "learning_rate": 3.9500000000000005e-05, |
| "loss": 0.0333, |
| "step": 2016 |
| }, |
| { |
| "epoch": 21.0, |
| "eval_LOCATION_f1": 0.9239130434782609, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8673469387755102, |
| "eval_LOCATION_recall": 0.9883720930232558, |
| "eval_ORGANIZATION_f1": 0.9213483146067416, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9213483146067416, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.03921040520071983, |
| "eval_overall_accuracy": 0.9875843454790824, |
| "eval_overall_f1": 0.9408805031446542, |
| "eval_overall_precision": 0.9280397022332506, |
| "eval_overall_recall": 0.9540816326530612, |
| "eval_runtime": 0.2967, |
| "eval_samples_per_second": 573.01, |
| "eval_steps_per_second": 10.112, |
| "step": 2016 |
| }, |
| { |
| "epoch": 22.0, |
| "grad_norm": 0.8446559906005859, |
| "learning_rate": 3.9000000000000006e-05, |
| "loss": 0.0336, |
| "step": 2112 |
| }, |
| { |
| "epoch": 22.0, |
| "eval_LOCATION_f1": 0.9273743016759777, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8924731182795699, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9269662921348315, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9269662921348315, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.043164316564798355, |
| "eval_overall_accuracy": 0.9870445344129555, |
| "eval_overall_f1": 0.9443037974683544, |
| "eval_overall_precision": 0.9371859296482412, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2943, |
| "eval_samples_per_second": 577.551, |
| "eval_steps_per_second": 10.192, |
| "step": 2112 |
| }, |
| { |
| "epoch": 23.0, |
| "grad_norm": 0.4441474378108978, |
| "learning_rate": 3.85e-05, |
| "loss": 0.0308, |
| "step": 2208 |
| }, |
| { |
| "epoch": 23.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9173789173789175, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.930635838150289, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04836750030517578, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.937420178799489, |
| "eval_overall_precision": 0.9386189258312021, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2998, |
| "eval_samples_per_second": 567.012, |
| "eval_steps_per_second": 10.006, |
| "step": 2208 |
| }, |
| { |
| "epoch": 24.0, |
| "grad_norm": 0.18791325390338898, |
| "learning_rate": 3.8e-05, |
| "loss": 0.0327, |
| "step": 2304 |
| }, |
| { |
| "epoch": 24.0, |
| "eval_LOCATION_f1": 0.9273743016759777, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8924731182795699, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9178470254957507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9257142857142857, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04768701270222664, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9390862944162437, |
| "eval_overall_precision": 0.9343434343434344, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2986, |
| "eval_samples_per_second": 569.332, |
| "eval_steps_per_second": 10.047, |
| "step": 2304 |
| }, |
| { |
| "epoch": 25.0, |
| "grad_norm": 0.3290807008743286, |
| "learning_rate": 3.7500000000000003e-05, |
| "loss": 0.0319, |
| "step": 2400 |
| }, |
| { |
| "epoch": 25.0, |
| "eval_LOCATION_f1": 0.9204545454545455, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9261363636363636, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9367816091954023, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05026085302233696, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9413265306122449, |
| "eval_overall_precision": 0.9413265306122449, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2946, |
| "eval_samples_per_second": 577.098, |
| "eval_steps_per_second": 10.184, |
| "step": 2400 |
| }, |
| { |
| "epoch": 26.0, |
| "grad_norm": 0.09288707375526428, |
| "learning_rate": 3.7e-05, |
| "loss": 0.0285, |
| "step": 2496 |
| }, |
| { |
| "epoch": 26.0, |
| "eval_LOCATION_f1": 0.9378531073446328, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9120879120879121, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9239436619718311, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9265536723163842, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.048738643527030945, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9441624365482234, |
| "eval_overall_precision": 0.9393939393939394, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2964, |
| "eval_samples_per_second": 573.603, |
| "eval_steps_per_second": 10.122, |
| "step": 2496 |
| }, |
| { |
| "epoch": 27.0, |
| "grad_norm": 0.4679638743400574, |
| "learning_rate": 3.65e-05, |
| "loss": 0.0268, |
| "step": 2592 |
| }, |
| { |
| "epoch": 27.0, |
| "eval_LOCATION_f1": 0.9378531073446328, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9120879120879121, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9243697478991597, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9217877094972067, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04797738045454025, |
| "eval_overall_accuracy": 0.9867746288798921, |
| "eval_overall_f1": 0.9443037974683544, |
| "eval_overall_precision": 0.9371859296482412, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2967, |
| "eval_samples_per_second": 573.02, |
| "eval_steps_per_second": 10.112, |
| "step": 2592 |
| }, |
| { |
| "epoch": 28.0, |
| "grad_norm": 0.36331695318222046, |
| "learning_rate": 3.6e-05, |
| "loss": 0.0288, |
| "step": 2688 |
| }, |
| { |
| "epoch": 28.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9222222222222223, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9120879120879121, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04569070786237717, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9380530973451328, |
| "eval_overall_precision": 0.9298245614035088, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2975, |
| "eval_samples_per_second": 571.411, |
| "eval_steps_per_second": 10.084, |
| "step": 2688 |
| }, |
| { |
| "epoch": 29.0, |
| "grad_norm": 0.7216880917549133, |
| "learning_rate": 3.55e-05, |
| "loss": 0.0227, |
| "step": 2784 |
| }, |
| { |
| "epoch": 29.0, |
| "eval_LOCATION_f1": 0.9162011173184358, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8817204301075269, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9243697478991597, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9217877094972067, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05735792964696884, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.935687263556116, |
| "eval_overall_precision": 0.9251870324189526, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2922, |
| "eval_samples_per_second": 581.708, |
| "eval_steps_per_second": 10.265, |
| "step": 2784 |
| }, |
| { |
| "epoch": 30.0, |
| "grad_norm": 0.28201109170913696, |
| "learning_rate": 3.5e-05, |
| "loss": 0.0263, |
| "step": 2880 |
| }, |
| { |
| "epoch": 30.0, |
| "eval_LOCATION_f1": 0.9273743016759777, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8924731182795699, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9054441260744985, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9239766081871345, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06267464905977249, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9324840764331209, |
| "eval_overall_precision": 0.9312977099236641, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2925, |
| "eval_samples_per_second": 581.098, |
| "eval_steps_per_second": 10.255, |
| "step": 2880 |
| }, |
| { |
| "epoch": 31.0, |
| "grad_norm": 0.7475817203521729, |
| "learning_rate": 3.45e-05, |
| "loss": 0.0258, |
| "step": 2976 |
| }, |
| { |
| "epoch": 31.0, |
| "eval_LOCATION_f1": 0.9120879120879122, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8645833333333334, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.905982905982906, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9190751445086706, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.049155112355947495, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9302915082382762, |
| "eval_overall_precision": 0.924433249370277, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2939, |
| "eval_samples_per_second": 578.477, |
| "eval_steps_per_second": 10.208, |
| "step": 2976 |
| }, |
| { |
| "epoch": 32.0, |
| "grad_norm": 0.10591016709804535, |
| "learning_rate": 3.4000000000000007e-05, |
| "loss": 0.0245, |
| "step": 3072 |
| }, |
| { |
| "epoch": 32.0, |
| "eval_LOCATION_f1": 0.9101123595505618, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8804347826086957, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9008498583569405, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9085714285714286, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04812262952327728, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9275730622617534, |
| "eval_overall_precision": 0.9240506329113924, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.2943, |
| "eval_samples_per_second": 577.725, |
| "eval_steps_per_second": 10.195, |
| "step": 3072 |
| }, |
| { |
| "epoch": 33.0, |
| "grad_norm": 0.3404691219329834, |
| "learning_rate": 3.35e-05, |
| "loss": 0.0236, |
| "step": 3168 |
| }, |
| { |
| "epoch": 33.0, |
| "eval_LOCATION_f1": 0.9162011173184358, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8817204301075269, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9239436619718311, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9265536723163842, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04825847968459129, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9392405063291138, |
| "eval_overall_precision": 0.9321608040201005, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2961, |
| "eval_samples_per_second": 574.178, |
| "eval_steps_per_second": 10.133, |
| "step": 3168 |
| }, |
| { |
| "epoch": 34.0, |
| "grad_norm": 0.271597295999527, |
| "learning_rate": 3.3e-05, |
| "loss": 0.0209, |
| "step": 3264 |
| }, |
| { |
| "epoch": 34.0, |
| "eval_LOCATION_f1": 0.923076923076923, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.875, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9096045197740114, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9147727272727273, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.054563164710998535, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.9331651954602775, |
| "eval_overall_precision": 0.9226932668329177, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2931, |
| "eval_samples_per_second": 580.007, |
| "eval_steps_per_second": 10.235, |
| "step": 3264 |
| }, |
| { |
| "epoch": 35.0, |
| "grad_norm": 0.6089611649513245, |
| "learning_rate": 3.2500000000000004e-05, |
| "loss": 0.0211, |
| "step": 3360 |
| }, |
| { |
| "epoch": 35.0, |
| "eval_LOCATION_f1": 0.9213483146067417, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8913043478260869, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9106145251396648, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9055555555555556, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.054925356060266495, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9331651954602775, |
| "eval_overall_precision": 0.9226932668329177, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2922, |
| "eval_samples_per_second": 581.884, |
| "eval_steps_per_second": 10.269, |
| "step": 3360 |
| }, |
| { |
| "epoch": 36.0, |
| "grad_norm": 0.6711059212684631, |
| "learning_rate": 3.2000000000000005e-05, |
| "loss": 0.0228, |
| "step": 3456 |
| }, |
| { |
| "epoch": 36.0, |
| "eval_LOCATION_f1": 0.9032258064516129, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.84, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.8914285714285715, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9069767441860465, |
| "eval_ORGANIZATION_recall": 0.8764044943820225, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.054428864270448685, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.9217171717171717, |
| "eval_overall_precision": 0.9125, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.2934, |
| "eval_samples_per_second": 579.438, |
| "eval_steps_per_second": 10.225, |
| "step": 3456 |
| }, |
| { |
| "epoch": 37.0, |
| "grad_norm": 0.7363920211791992, |
| "learning_rate": 3.15e-05, |
| "loss": 0.0191, |
| "step": 3552 |
| }, |
| { |
| "epoch": 37.0, |
| "eval_LOCATION_f1": 0.9028571428571427, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8876404494382022, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9187675070028011, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9162011173184358, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.057144783437252045, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.934010152284264, |
| "eval_overall_precision": 0.9292929292929293, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.295, |
| "eval_samples_per_second": 576.22, |
| "eval_steps_per_second": 10.169, |
| "step": 3552 |
| }, |
| { |
| "epoch": 38.0, |
| "grad_norm": 0.6516408920288086, |
| "learning_rate": 3.1e-05, |
| "loss": 0.0208, |
| "step": 3648 |
| }, |
| { |
| "epoch": 38.0, |
| "eval_LOCATION_f1": 0.9111111111111112, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8723404255319149, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.8997134670487107, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9181286549707602, |
| "eval_ORGANIZATION_recall": 0.8820224719101124, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06715705990791321, |
| "eval_overall_accuracy": 0.9838056680161943, |
| "eval_overall_f1": 0.9273885350318473, |
| "eval_overall_precision": 0.926208651399491, |
| "eval_overall_recall": 0.9285714285714286, |
| "eval_runtime": 0.2979, |
| "eval_samples_per_second": 570.692, |
| "eval_steps_per_second": 10.071, |
| "step": 3648 |
| }, |
| { |
| "epoch": 39.0, |
| "grad_norm": 0.33553728461265564, |
| "learning_rate": 3.05e-05, |
| "loss": 0.0189, |
| "step": 3744 |
| }, |
| { |
| "epoch": 39.0, |
| "eval_LOCATION_f1": 0.9090909090909092, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8888888888888888, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9019607843137254, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8994413407821229, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.058930374681949615, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9277566539923955, |
| "eval_overall_precision": 0.9219143576826196, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2946, |
| "eval_samples_per_second": 577.021, |
| "eval_steps_per_second": 10.183, |
| "step": 3744 |
| }, |
| { |
| "epoch": 40.0, |
| "grad_norm": 0.3787616491317749, |
| "learning_rate": 3e-05, |
| "loss": 0.019, |
| "step": 3840 |
| }, |
| { |
| "epoch": 40.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9050279329608939, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05266658589243889, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.929113924050633, |
| "eval_overall_precision": 0.9221105527638191, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2948, |
| "eval_samples_per_second": 576.609, |
| "eval_steps_per_second": 10.175, |
| "step": 3840 |
| }, |
| { |
| "epoch": 41.0, |
| "grad_norm": 0.022859979420900345, |
| "learning_rate": 2.95e-05, |
| "loss": 0.0187, |
| "step": 3936 |
| }, |
| { |
| "epoch": 41.0, |
| "eval_LOCATION_f1": 0.9080459770114941, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8977272727272727, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.895774647887324, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8983050847457628, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.051135558634996414, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9248407643312102, |
| "eval_overall_precision": 0.9236641221374046, |
| "eval_overall_recall": 0.9260204081632653, |
| "eval_runtime": 0.2942, |
| "eval_samples_per_second": 577.818, |
| "eval_steps_per_second": 10.197, |
| "step": 3936 |
| }, |
| { |
| "epoch": 42.0, |
| "grad_norm": 0.24190235137939453, |
| "learning_rate": 2.9e-05, |
| "loss": 0.0175, |
| "step": 4032 |
| }, |
| { |
| "epoch": 42.0, |
| "eval_LOCATION_f1": 0.9142857142857143, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.898876404494382, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9187675070028011, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9162011173184358, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.056694477796554565, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.9365482233502538, |
| "eval_overall_precision": 0.9318181818181818, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2942, |
| "eval_samples_per_second": 577.836, |
| "eval_steps_per_second": 10.197, |
| "step": 4032 |
| }, |
| { |
| "epoch": 43.0, |
| "grad_norm": 0.11353705823421478, |
| "learning_rate": 2.8499999999999998e-05, |
| "loss": 0.0186, |
| "step": 4128 |
| }, |
| { |
| "epoch": 43.0, |
| "eval_LOCATION_f1": 0.9152542372881357, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8901098901098901, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9204545454545454, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9310344827586207, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.056940700858831406, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.937579617834395, |
| "eval_overall_precision": 0.9363867684478372, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2976, |
| "eval_samples_per_second": 571.15, |
| "eval_steps_per_second": 10.079, |
| "step": 4128 |
| }, |
| { |
| "epoch": 44.0, |
| "grad_norm": 0.06498357653617859, |
| "learning_rate": 2.8000000000000003e-05, |
| "loss": 0.0166, |
| "step": 4224 |
| }, |
| { |
| "epoch": 44.0, |
| "eval_LOCATION_f1": 0.9130434782608695, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8571428571428571, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9230769230769231, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9364161849710982, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06959273666143417, |
| "eval_overall_accuracy": 0.9838056680161943, |
| "eval_overall_f1": 0.9380530973451328, |
| "eval_overall_precision": 0.9298245614035088, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2959, |
| "eval_samples_per_second": 574.608, |
| "eval_steps_per_second": 10.14, |
| "step": 4224 |
| }, |
| { |
| "epoch": 45.0, |
| "grad_norm": 0.6757193803787231, |
| "learning_rate": 2.7500000000000004e-05, |
| "loss": 0.018, |
| "step": 4320 |
| }, |
| { |
| "epoch": 45.0, |
| "eval_LOCATION_f1": 0.9152542372881357, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8901098901098901, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9142857142857143, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9302325581395349, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.056078676134347916, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.9348659003831418, |
| "eval_overall_precision": 0.9360613810741688, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.298, |
| "eval_samples_per_second": 570.468, |
| "eval_steps_per_second": 10.067, |
| "step": 4320 |
| }, |
| { |
| "epoch": 46.0, |
| "grad_norm": 0.4513480067253113, |
| "learning_rate": 2.7000000000000002e-05, |
| "loss": 0.0159, |
| "step": 4416 |
| }, |
| { |
| "epoch": 46.0, |
| "eval_LOCATION_f1": 0.8972972972972972, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8383838383838383, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9002849002849002, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9132947976878613, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07361128181219101, |
| "eval_overall_accuracy": 0.9824561403508771, |
| "eval_overall_f1": 0.9242424242424242, |
| "eval_overall_precision": 0.915, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2967, |
| "eval_samples_per_second": 572.926, |
| "eval_steps_per_second": 10.11, |
| "step": 4416 |
| }, |
| { |
| "epoch": 47.0, |
| "grad_norm": 0.16621187329292297, |
| "learning_rate": 2.6500000000000004e-05, |
| "loss": 0.0158, |
| "step": 4512 |
| }, |
| { |
| "epoch": 47.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9070422535211267, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9096045197740112, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05834043025970459, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.9279393173198484, |
| "eval_overall_precision": 0.9197994987468672, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2945, |
| "eval_samples_per_second": 577.169, |
| "eval_steps_per_second": 10.185, |
| "step": 4512 |
| }, |
| { |
| "epoch": 48.0, |
| "grad_norm": 0.07447110116481781, |
| "learning_rate": 2.6000000000000002e-05, |
| "loss": 0.0141, |
| "step": 4608 |
| }, |
| { |
| "epoch": 48.0, |
| "eval_LOCATION_f1": 0.893854748603352, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8602150537634409, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9152542372881356, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9204545454545454, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05934324860572815, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.929113924050633, |
| "eval_overall_precision": 0.9221105527638191, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2944, |
| "eval_samples_per_second": 577.405, |
| "eval_steps_per_second": 10.189, |
| "step": 4608 |
| }, |
| { |
| "epoch": 49.0, |
| "grad_norm": 0.10729774087667465, |
| "learning_rate": 2.5500000000000003e-05, |
| "loss": 0.0151, |
| "step": 4704 |
| }, |
| { |
| "epoch": 49.0, |
| "eval_LOCATION_f1": 0.9090909090909092, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8888888888888888, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9239436619718311, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9265536723163842, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05733995884656906, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9365482233502538, |
| "eval_overall_precision": 0.9318181818181818, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2936, |
| "eval_samples_per_second": 579.053, |
| "eval_steps_per_second": 10.219, |
| "step": 4704 |
| }, |
| { |
| "epoch": 50.0, |
| "grad_norm": 0.06825707107782364, |
| "learning_rate": 2.5e-05, |
| "loss": 0.0149, |
| "step": 4800 |
| }, |
| { |
| "epoch": 50.0, |
| "eval_LOCATION_f1": 0.9101123595505618, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8804347826086957, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9375000000000001, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9482758620689655, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0580214262008667, |
| "eval_overall_accuracy": 0.9870445344129555, |
| "eval_overall_f1": 0.9440203562340966, |
| "eval_overall_precision": 0.9416243654822335, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2943, |
| "eval_samples_per_second": 577.591, |
| "eval_steps_per_second": 10.193, |
| "step": 4800 |
| }, |
| { |
| "epoch": 51.0, |
| "grad_norm": 0.1235552653670311, |
| "learning_rate": 2.45e-05, |
| "loss": 0.0135, |
| "step": 4896 |
| }, |
| { |
| "epoch": 51.0, |
| "eval_LOCATION_f1": 0.8926553672316384, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8681318681318682, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9352112676056338, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9378531073446328, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0561089925467968, |
| "eval_overall_accuracy": 0.9870445344129555, |
| "eval_overall_f1": 0.9390862944162437, |
| "eval_overall_precision": 0.9343434343434344, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2934, |
| "eval_samples_per_second": 579.466, |
| "eval_steps_per_second": 10.226, |
| "step": 4896 |
| }, |
| { |
| "epoch": 52.0, |
| "grad_norm": 0.16985885798931122, |
| "learning_rate": 2.4e-05, |
| "loss": 0.0142, |
| "step": 4992 |
| }, |
| { |
| "epoch": 52.0, |
| "eval_LOCATION_f1": 0.893854748603352, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8602150537634409, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.902506963788301, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8950276243093923, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06791975349187851, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.9232704402515723, |
| "eval_overall_precision": 0.9106699751861043, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2933, |
| "eval_samples_per_second": 579.696, |
| "eval_steps_per_second": 10.23, |
| "step": 4992 |
| }, |
| { |
| "epoch": 53.0, |
| "grad_norm": 0.18622367084026337, |
| "learning_rate": 2.35e-05, |
| "loss": 0.0135, |
| "step": 5088 |
| }, |
| { |
| "epoch": 53.0, |
| "eval_LOCATION_f1": 0.9039548022598871, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8791208791208791, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9411764705882353, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9385474860335196, |
| "eval_ORGANIZATION_recall": 0.9438202247191011, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05969115346670151, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9455006337135614, |
| "eval_overall_precision": 0.9395465994962217, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2951, |
| "eval_samples_per_second": 576.102, |
| "eval_steps_per_second": 10.167, |
| "step": 5088 |
| }, |
| { |
| "epoch": 54.0, |
| "grad_norm": 0.3247317969799042, |
| "learning_rate": 2.3000000000000003e-05, |
| "loss": 0.0138, |
| "step": 5184 |
| }, |
| { |
| "epoch": 54.0, |
| "eval_LOCATION_f1": 0.8813559322033897, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8571428571428571, |
| "eval_LOCATION_recall": 0.9069767441860465, |
| "eval_ORGANIZATION_f1": 0.9192200557103065, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9116022099447514, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06083739176392555, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9292929292929293, |
| "eval_overall_precision": 0.92, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2986, |
| "eval_samples_per_second": 569.415, |
| "eval_steps_per_second": 10.048, |
| "step": 5184 |
| }, |
| { |
| "epoch": 55.0, |
| "grad_norm": 0.4509217441082001, |
| "learning_rate": 2.25e-05, |
| "loss": 0.013, |
| "step": 5280 |
| }, |
| { |
| "epoch": 55.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.892128279883382, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9272727272727272, |
| "eval_ORGANIZATION_recall": 0.8595505617977528, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06479934602975845, |
| "eval_overall_accuracy": 0.982995951417004, |
| "eval_overall_f1": 0.9214929214929215, |
| "eval_overall_precision": 0.9298701298701298, |
| "eval_overall_recall": 0.9132653061224489, |
| "eval_runtime": 0.2943, |
| "eval_samples_per_second": 577.708, |
| "eval_steps_per_second": 10.195, |
| "step": 5280 |
| }, |
| { |
| "epoch": 56.0, |
| "grad_norm": 0.4112468957901001, |
| "learning_rate": 2.2000000000000003e-05, |
| "loss": 0.0126, |
| "step": 5376 |
| }, |
| { |
| "epoch": 56.0, |
| "eval_LOCATION_f1": 0.8926553672316384, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8681318681318682, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9090909090909091, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9195402298850575, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06431104987859726, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9273885350318473, |
| "eval_overall_precision": 0.926208651399491, |
| "eval_overall_recall": 0.9285714285714286, |
| "eval_runtime": 0.2953, |
| "eval_samples_per_second": 575.732, |
| "eval_steps_per_second": 10.16, |
| "step": 5376 |
| }, |
| { |
| "epoch": 57.0, |
| "grad_norm": 0.26832810044288635, |
| "learning_rate": 2.15e-05, |
| "loss": 0.012, |
| "step": 5472 |
| }, |
| { |
| "epoch": 57.0, |
| "eval_LOCATION_f1": 0.9039548022598871, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8791208791208791, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9243697478991597, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9217877094972067, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06893935799598694, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9355246523388117, |
| "eval_overall_precision": 0.9273182957393483, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2952, |
| "eval_samples_per_second": 575.888, |
| "eval_steps_per_second": 10.163, |
| "step": 5472 |
| }, |
| { |
| "epoch": 58.0, |
| "grad_norm": 0.038234058767557144, |
| "learning_rate": 2.1e-05, |
| "loss": 0.0115, |
| "step": 5568 |
| }, |
| { |
| "epoch": 58.0, |
| "eval_LOCATION_f1": 0.9060773480662985, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8631578947368421, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9048991354466859, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9289940828402367, |
| "eval_ORGANIZATION_recall": 0.8820224719101124, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07218018174171448, |
| "eval_overall_accuracy": 0.9838056680161943, |
| "eval_overall_f1": 0.9273885350318473, |
| "eval_overall_precision": 0.926208651399491, |
| "eval_overall_recall": 0.9285714285714286, |
| "eval_runtime": 0.2941, |
| "eval_samples_per_second": 578.075, |
| "eval_steps_per_second": 10.201, |
| "step": 5568 |
| }, |
| { |
| "epoch": 59.0, |
| "grad_norm": 0.761320948600769, |
| "learning_rate": 2.05e-05, |
| "loss": 0.0126, |
| "step": 5664 |
| }, |
| { |
| "epoch": 59.0, |
| "eval_LOCATION_f1": 0.88268156424581, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8494623655913979, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9164265129682998, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9408284023668639, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06757570803165436, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.928388746803069, |
| "eval_overall_precision": 0.9307692307692308, |
| "eval_overall_recall": 0.9260204081632653, |
| "eval_runtime": 0.2936, |
| "eval_samples_per_second": 578.924, |
| "eval_steps_per_second": 10.216, |
| "step": 5664 |
| }, |
| { |
| "epoch": 60.0, |
| "grad_norm": 0.2740951180458069, |
| "learning_rate": 2e-05, |
| "loss": 0.0128, |
| "step": 5760 |
| }, |
| { |
| "epoch": 60.0, |
| "eval_LOCATION_f1": 0.888888888888889, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.851063829787234, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9096045197740114, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9147727272727273, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06269567459821701, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.9265822784810125, |
| "eval_overall_precision": 0.9195979899497487, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2936, |
| "eval_samples_per_second": 579.111, |
| "eval_steps_per_second": 10.22, |
| "step": 5760 |
| }, |
| { |
| "epoch": 61.0, |
| "grad_norm": 0.05976470932364464, |
| "learning_rate": 1.9500000000000003e-05, |
| "loss": 0.0122, |
| "step": 5856 |
| }, |
| { |
| "epoch": 61.0, |
| "eval_LOCATION_f1": 0.9039548022598871, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8791208791208791, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9239436619718311, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9265536723163842, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0623447522521019, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9365482233502538, |
| "eval_overall_precision": 0.9318181818181818, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2987, |
| "eval_samples_per_second": 569.077, |
| "eval_steps_per_second": 10.043, |
| "step": 5856 |
| }, |
| { |
| "epoch": 62.0, |
| "grad_norm": 0.43376868963241577, |
| "learning_rate": 1.9e-05, |
| "loss": 0.0118, |
| "step": 5952 |
| }, |
| { |
| "epoch": 62.0, |
| "eval_LOCATION_f1": 0.893854748603352, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8602150537634409, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9126760563380282, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9152542372881356, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06252029538154602, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9279393173198484, |
| "eval_overall_precision": 0.9197994987468672, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2977, |
| "eval_samples_per_second": 571.054, |
| "eval_steps_per_second": 10.077, |
| "step": 5952 |
| }, |
| { |
| "epoch": 63.0, |
| "grad_norm": 0.14774742722511292, |
| "learning_rate": 1.85e-05, |
| "loss": 0.0092, |
| "step": 6048 |
| }, |
| { |
| "epoch": 63.0, |
| "eval_LOCATION_f1": 0.8977272727272728, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8777777777777778, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9299719887955181, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9273743016759777, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0660567358136177, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9367088607594937, |
| "eval_overall_precision": 0.9296482412060302, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2969, |
| "eval_samples_per_second": 572.526, |
| "eval_steps_per_second": 10.103, |
| "step": 6048 |
| }, |
| { |
| "epoch": 64.0, |
| "grad_norm": 0.06450632959604263, |
| "learning_rate": 1.8e-05, |
| "loss": 0.0091, |
| "step": 6144 |
| }, |
| { |
| "epoch": 64.0, |
| "eval_LOCATION_f1": 0.8876404494382023, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8586956521739131, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9152542372881356, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9204545454545454, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0651075467467308, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9289340101522842, |
| "eval_overall_precision": 0.9242424242424242, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2936, |
| "eval_samples_per_second": 578.934, |
| "eval_steps_per_second": 10.216, |
| "step": 6144 |
| }, |
| { |
| "epoch": 65.0, |
| "grad_norm": 0.0688806101679802, |
| "learning_rate": 1.75e-05, |
| "loss": 0.0107, |
| "step": 6240 |
| }, |
| { |
| "epoch": 65.0, |
| "eval_LOCATION_f1": 0.8926553672316384, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8681318681318682, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9325842696629213, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9325842696629213, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06350100040435791, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9367088607594937, |
| "eval_overall_precision": 0.9296482412060302, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2941, |
| "eval_samples_per_second": 578.02, |
| "eval_steps_per_second": 10.2, |
| "step": 6240 |
| }, |
| { |
| "epoch": 66.0, |
| "grad_norm": 0.4749813973903656, |
| "learning_rate": 1.7000000000000003e-05, |
| "loss": 0.009, |
| "step": 6336 |
| }, |
| { |
| "epoch": 66.0, |
| "eval_LOCATION_f1": 0.893854748603352, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8602150537634409, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9239436619718311, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9265536723163842, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06621392071247101, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9329962073324906, |
| "eval_overall_precision": 0.924812030075188, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.294, |
| "eval_samples_per_second": 578.251, |
| "eval_steps_per_second": 10.204, |
| "step": 6336 |
| }, |
| { |
| "epoch": 67.0, |
| "grad_norm": 0.011679776012897491, |
| "learning_rate": 1.65e-05, |
| "loss": 0.0109, |
| "step": 6432 |
| }, |
| { |
| "epoch": 67.0, |
| "eval_LOCATION_f1": 0.8839779005524862, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8421052631578947, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.905982905982906, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9190751445086706, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07114541530609131, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.9226869455006337, |
| "eval_overall_precision": 0.9168765743073047, |
| "eval_overall_recall": 0.9285714285714286, |
| "eval_runtime": 0.2995, |
| "eval_samples_per_second": 567.619, |
| "eval_steps_per_second": 10.017, |
| "step": 6432 |
| }, |
| { |
| "epoch": 68.0, |
| "grad_norm": 0.4476849436759949, |
| "learning_rate": 1.6000000000000003e-05, |
| "loss": 0.0093, |
| "step": 6528 |
| }, |
| { |
| "epoch": 68.0, |
| "eval_LOCATION_f1": 0.8926553672316384, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8681318681318682, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9261363636363636, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9367816091954023, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06695590168237686, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9338422391857506, |
| "eval_overall_precision": 0.9314720812182741, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2972, |
| "eval_samples_per_second": 572.001, |
| "eval_steps_per_second": 10.094, |
| "step": 6528 |
| }, |
| { |
| "epoch": 69.0, |
| "grad_norm": 0.23546628654003143, |
| "learning_rate": 1.55e-05, |
| "loss": 0.0104, |
| "step": 6624 |
| }, |
| { |
| "epoch": 69.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9126760563380282, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9152542372881356, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0661647766828537, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.929113924050633, |
| "eval_overall_precision": 0.9221105527638191, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2985, |
| "eval_samples_per_second": 569.474, |
| "eval_steps_per_second": 10.05, |
| "step": 6624 |
| }, |
| { |
| "epoch": 70.0, |
| "grad_norm": 0.5799188017845154, |
| "learning_rate": 1.5e-05, |
| "loss": 0.0098, |
| "step": 6720 |
| }, |
| { |
| "epoch": 70.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9121813031161473, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.92, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06885422766208649, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9314720812182741, |
| "eval_overall_precision": 0.9267676767676768, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2932, |
| "eval_samples_per_second": 579.851, |
| "eval_steps_per_second": 10.233, |
| "step": 6720 |
| }, |
| { |
| "epoch": 71.0, |
| "grad_norm": 0.37226343154907227, |
| "learning_rate": 1.45e-05, |
| "loss": 0.0086, |
| "step": 6816 |
| }, |
| { |
| "epoch": 71.0, |
| "eval_LOCATION_f1": 0.8926553672316384, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8681318681318682, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9329608938547486, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9277777777777778, |
| "eval_ORGANIZATION_recall": 0.9382022471910112, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06553326547145844, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9368686868686869, |
| "eval_overall_precision": 0.9275, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.3009, |
| "eval_samples_per_second": 564.996, |
| "eval_steps_per_second": 9.971, |
| "step": 6816 |
| }, |
| { |
| "epoch": 72.0, |
| "grad_norm": 0.037795793265104294, |
| "learning_rate": 1.4000000000000001e-05, |
| "loss": 0.0101, |
| "step": 6912 |
| }, |
| { |
| "epoch": 72.0, |
| "eval_LOCATION_f1": 0.8926553672316384, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8681318681318682, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.8933717579250721, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9171597633136095, |
| "eval_ORGANIZATION_recall": 0.8707865168539326, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0688675120472908, |
| "eval_overall_accuracy": 0.9827260458839406, |
| "eval_overall_f1": 0.9193341869398208, |
| "eval_overall_precision": 0.922879177377892, |
| "eval_overall_recall": 0.9158163265306123, |
| "eval_runtime": 0.2966, |
| "eval_samples_per_second": 573.248, |
| "eval_steps_per_second": 10.116, |
| "step": 6912 |
| }, |
| { |
| "epoch": 73.0, |
| "grad_norm": 0.47558140754699707, |
| "learning_rate": 1.3500000000000001e-05, |
| "loss": 0.011, |
| "step": 7008 |
| }, |
| { |
| "epoch": 73.0, |
| "eval_LOCATION_f1": 0.8876404494382023, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8586956521739131, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9121813031161473, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.92, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06321831792593002, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9263959390862943, |
| "eval_overall_precision": 0.9217171717171717, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.2933, |
| "eval_samples_per_second": 579.603, |
| "eval_steps_per_second": 10.228, |
| "step": 7008 |
| }, |
| { |
| "epoch": 74.0, |
| "grad_norm": 0.0527472198009491, |
| "learning_rate": 1.3000000000000001e-05, |
| "loss": 0.0089, |
| "step": 7104 |
| }, |
| { |
| "epoch": 74.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.905982905982906, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9190751445086706, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07013431936502457, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9275730622617534, |
| "eval_overall_precision": 0.9240506329113924, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.2947, |
| "eval_samples_per_second": 576.786, |
| "eval_steps_per_second": 10.179, |
| "step": 7104 |
| }, |
| { |
| "epoch": 75.0, |
| "grad_norm": 0.45165157318115234, |
| "learning_rate": 1.25e-05, |
| "loss": 0.0084, |
| "step": 7200 |
| }, |
| { |
| "epoch": 75.0, |
| "eval_LOCATION_f1": 0.888888888888889, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.851063829787234, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9204545454545454, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9310344827586207, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0707746222615242, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9302915082382762, |
| "eval_overall_precision": 0.924433249370277, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2936, |
| "eval_samples_per_second": 578.979, |
| "eval_steps_per_second": 10.217, |
| "step": 7200 |
| }, |
| { |
| "epoch": 76.0, |
| "grad_norm": 0.1744987964630127, |
| "learning_rate": 1.2e-05, |
| "loss": 0.0092, |
| "step": 7296 |
| }, |
| { |
| "epoch": 76.0, |
| "eval_LOCATION_f1": 0.8876404494382023, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8586956521739131, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9265536723163842, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9318181818181818, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06451594084501266, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9328263624841572, |
| "eval_overall_precision": 0.9269521410579346, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.295, |
| "eval_samples_per_second": 576.251, |
| "eval_steps_per_second": 10.169, |
| "step": 7296 |
| }, |
| { |
| "epoch": 77.0, |
| "grad_norm": 0.017964554950594902, |
| "learning_rate": 1.1500000000000002e-05, |
| "loss": 0.0079, |
| "step": 7392 |
| }, |
| { |
| "epoch": 77.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9287749287749287, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9421965317919075, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06840353459119797, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.937579617834395, |
| "eval_overall_precision": 0.9363867684478372, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2943, |
| "eval_samples_per_second": 577.633, |
| "eval_steps_per_second": 10.194, |
| "step": 7392 |
| }, |
| { |
| "epoch": 78.0, |
| "grad_norm": 0.2629311978816986, |
| "learning_rate": 1.1000000000000001e-05, |
| "loss": 0.0085, |
| "step": 7488 |
| }, |
| { |
| "epoch": 78.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9265536723163842, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9318181818181818, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06581328809261322, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.935361216730038, |
| "eval_overall_precision": 0.929471032745592, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2929, |
| "eval_samples_per_second": 580.5, |
| "eval_steps_per_second": 10.244, |
| "step": 7488 |
| }, |
| { |
| "epoch": 79.0, |
| "grad_norm": 0.07186750322580338, |
| "learning_rate": 1.05e-05, |
| "loss": 0.0083, |
| "step": 7584 |
| }, |
| { |
| "epoch": 79.0, |
| "eval_LOCATION_f1": 0.893854748603352, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8602150537634409, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9265536723163842, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9318181818181818, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06744226813316345, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.935361216730038, |
| "eval_overall_precision": 0.929471032745592, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.3003, |
| "eval_samples_per_second": 566.104, |
| "eval_steps_per_second": 9.99, |
| "step": 7584 |
| }, |
| { |
| "epoch": 80.0, |
| "grad_norm": 0.10484962165355682, |
| "learning_rate": 1e-05, |
| "loss": 0.0079, |
| "step": 7680 |
| }, |
| { |
| "epoch": 80.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9183098591549295, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9209039548022598, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07347893714904785, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9316455696202531, |
| "eval_overall_precision": 0.9246231155778895, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2932, |
| "eval_samples_per_second": 579.823, |
| "eval_steps_per_second": 10.232, |
| "step": 7680 |
| }, |
| { |
| "epoch": 81.0, |
| "grad_norm": 0.17218157649040222, |
| "learning_rate": 9.5e-06, |
| "loss": 0.0077, |
| "step": 7776 |
| }, |
| { |
| "epoch": 81.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9295774647887324, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9322033898305084, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06925556808710098, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9367088607594937, |
| "eval_overall_precision": 0.9296482412060302, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2951, |
| "eval_samples_per_second": 576.152, |
| "eval_steps_per_second": 10.167, |
| "step": 7776 |
| }, |
| { |
| "epoch": 82.0, |
| "grad_norm": 0.28462645411491394, |
| "learning_rate": 9e-06, |
| "loss": 0.009, |
| "step": 7872 |
| }, |
| { |
| "epoch": 82.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9265536723163842, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9318181818181818, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0702722892165184, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.935361216730038, |
| "eval_overall_precision": 0.929471032745592, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2942, |
| "eval_samples_per_second": 577.747, |
| "eval_steps_per_second": 10.196, |
| "step": 7872 |
| }, |
| { |
| "epoch": 83.0, |
| "grad_norm": 0.6892483830451965, |
| "learning_rate": 8.500000000000002e-06, |
| "loss": 0.0093, |
| "step": 7968 |
| }, |
| { |
| "epoch": 83.0, |
| "eval_LOCATION_f1": 0.8977272727272728, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8777777777777778, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.9096045197740114, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9147727272727273, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06590474396944046, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9275730622617534, |
| "eval_overall_precision": 0.9240506329113924, |
| "eval_overall_recall": 0.9311224489795918, |
| "eval_runtime": 0.295, |
| "eval_samples_per_second": 576.251, |
| "eval_steps_per_second": 10.169, |
| "step": 7968 |
| }, |
| { |
| "epoch": 84.0, |
| "grad_norm": 0.10835030674934387, |
| "learning_rate": 8.000000000000001e-06, |
| "loss": 0.0069, |
| "step": 8064 |
| }, |
| { |
| "epoch": 84.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9178470254957507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9257142857142857, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0693618580698967, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9314720812182741, |
| "eval_overall_precision": 0.9267676767676768, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2946, |
| "eval_samples_per_second": 577.007, |
| "eval_steps_per_second": 10.182, |
| "step": 8064 |
| }, |
| { |
| "epoch": 85.0, |
| "grad_norm": 0.5486595034599304, |
| "learning_rate": 7.5e-06, |
| "loss": 0.0082, |
| "step": 8160 |
| }, |
| { |
| "epoch": 85.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9183098591549295, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9209039548022598, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0692315325140953, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9316455696202531, |
| "eval_overall_precision": 0.9246231155778895, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2929, |
| "eval_samples_per_second": 580.413, |
| "eval_steps_per_second": 10.243, |
| "step": 8160 |
| }, |
| { |
| "epoch": 86.0, |
| "grad_norm": 0.36396417021751404, |
| "learning_rate": 7.000000000000001e-06, |
| "loss": 0.0074, |
| "step": 8256 |
| }, |
| { |
| "epoch": 86.0, |
| "eval_LOCATION_f1": 0.893854748603352, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8602150537634409, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9235127478753541, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9314285714285714, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07096973806619644, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9328263624841572, |
| "eval_overall_precision": 0.9269521410579346, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2957, |
| "eval_samples_per_second": 574.936, |
| "eval_steps_per_second": 10.146, |
| "step": 8256 |
| }, |
| { |
| "epoch": 87.0, |
| "grad_norm": 0.16265970468521118, |
| "learning_rate": 6.5000000000000004e-06, |
| "loss": 0.0075, |
| "step": 8352 |
| }, |
| { |
| "epoch": 87.0, |
| "eval_LOCATION_f1": 0.9039548022598871, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8791208791208791, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9291784702549575, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9371428571428572, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07266160100698471, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.9377382465057178, |
| "eval_overall_precision": 0.9341772151898734, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2963, |
| "eval_samples_per_second": 573.825, |
| "eval_steps_per_second": 10.126, |
| "step": 8352 |
| }, |
| { |
| "epoch": 88.0, |
| "grad_norm": 0.2787863612174988, |
| "learning_rate": 6e-06, |
| "loss": 0.0072, |
| "step": 8448 |
| }, |
| { |
| "epoch": 88.0, |
| "eval_LOCATION_f1": 0.893854748603352, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8602150537634409, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.92090395480226, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9261363636363636, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07234236598014832, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9316455696202531, |
| "eval_overall_precision": 0.9246231155778895, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2953, |
| "eval_samples_per_second": 575.613, |
| "eval_steps_per_second": 10.158, |
| "step": 8448 |
| }, |
| { |
| "epoch": 89.0, |
| "grad_norm": 0.11660141497850418, |
| "learning_rate": 5.500000000000001e-06, |
| "loss": 0.0059, |
| "step": 8544 |
| }, |
| { |
| "epoch": 89.0, |
| "eval_LOCATION_f1": 0.893854748603352, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8602150537634409, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.92090395480226, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9261363636363636, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0735221803188324, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9316455696202531, |
| "eval_overall_precision": 0.9246231155778895, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2942, |
| "eval_samples_per_second": 577.839, |
| "eval_steps_per_second": 10.197, |
| "step": 8544 |
| }, |
| { |
| "epoch": 90.0, |
| "grad_norm": 0.07081963866949081, |
| "learning_rate": 5e-06, |
| "loss": 0.007, |
| "step": 8640 |
| }, |
| { |
| "epoch": 90.0, |
| "eval_LOCATION_f1": 0.9090909090909092, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8888888888888888, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9239436619718311, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9265536723163842, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07254685461521149, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.9365482233502538, |
| "eval_overall_precision": 0.9318181818181818, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2941, |
| "eval_samples_per_second": 577.962, |
| "eval_steps_per_second": 10.199, |
| "step": 8640 |
| }, |
| { |
| "epoch": 91.0, |
| "grad_norm": 0.02052818238735199, |
| "learning_rate": 4.5e-06, |
| "loss": 0.0074, |
| "step": 8736 |
| }, |
| { |
| "epoch": 91.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9318181818181818, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9425287356321839, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07222301512956619, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.9390862944162437, |
| "eval_overall_precision": 0.9343434343434344, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2933, |
| "eval_samples_per_second": 579.543, |
| "eval_steps_per_second": 10.227, |
| "step": 8736 |
| }, |
| { |
| "epoch": 92.0, |
| "grad_norm": 0.04826980456709862, |
| "learning_rate": 4.000000000000001e-06, |
| "loss": 0.0073, |
| "step": 8832 |
| }, |
| { |
| "epoch": 92.0, |
| "eval_LOCATION_f1": 0.8999999999999999, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8617021276595744, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9121813031161473, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.92, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07453794032335281, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.929113924050633, |
| "eval_overall_precision": 0.9221105527638191, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2956, |
| "eval_samples_per_second": 575.088, |
| "eval_steps_per_second": 10.149, |
| "step": 8832 |
| }, |
| { |
| "epoch": 93.0, |
| "grad_norm": 0.2347097545862198, |
| "learning_rate": 3.5000000000000004e-06, |
| "loss": 0.0071, |
| "step": 8928 |
| }, |
| { |
| "epoch": 93.0, |
| "eval_LOCATION_f1": 0.8999999999999999, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8617021276595744, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9121813031161473, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.92, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07519923150539398, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.929113924050633, |
| "eval_overall_precision": 0.9221105527638191, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2935, |
| "eval_samples_per_second": 579.3, |
| "eval_steps_per_second": 10.223, |
| "step": 8928 |
| }, |
| { |
| "epoch": 94.0, |
| "grad_norm": 0.5050498247146606, |
| "learning_rate": 3e-06, |
| "loss": 0.0076, |
| "step": 9024 |
| }, |
| { |
| "epoch": 94.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9178470254957507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9257142857142857, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0738091990351677, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9328263624841572, |
| "eval_overall_precision": 0.9269521410579346, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2957, |
| "eval_samples_per_second": 574.969, |
| "eval_steps_per_second": 10.147, |
| "step": 9024 |
| }, |
| { |
| "epoch": 95.0, |
| "grad_norm": 0.38728073239326477, |
| "learning_rate": 2.5e-06, |
| "loss": 0.0072, |
| "step": 9120 |
| }, |
| { |
| "epoch": 95.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9178470254957507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9257142857142857, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07277553528547287, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9328263624841572, |
| "eval_overall_precision": 0.9269521410579346, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2952, |
| "eval_samples_per_second": 575.9, |
| "eval_steps_per_second": 10.163, |
| "step": 9120 |
| }, |
| { |
| "epoch": 96.0, |
| "grad_norm": 0.02341538295149803, |
| "learning_rate": 2.0000000000000003e-06, |
| "loss": 0.0072, |
| "step": 9216 |
| }, |
| { |
| "epoch": 96.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9178470254957507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9257142857142857, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07322042435407639, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9328263624841572, |
| "eval_overall_precision": 0.9269521410579346, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2979, |
| "eval_samples_per_second": 570.639, |
| "eval_steps_per_second": 10.07, |
| "step": 9216 |
| }, |
| { |
| "epoch": 97.0, |
| "grad_norm": 0.013558967970311642, |
| "learning_rate": 1.5e-06, |
| "loss": 0.0072, |
| "step": 9312 |
| }, |
| { |
| "epoch": 97.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9178470254957507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9257142857142857, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07443853467702866, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9328263624841572, |
| "eval_overall_precision": 0.9269521410579346, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2936, |
| "eval_samples_per_second": 578.932, |
| "eval_steps_per_second": 10.216, |
| "step": 9312 |
| }, |
| { |
| "epoch": 98.0, |
| "grad_norm": 0.017207574099302292, |
| "learning_rate": 1.0000000000000002e-06, |
| "loss": 0.0079, |
| "step": 9408 |
| }, |
| { |
| "epoch": 98.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9178470254957507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9257142857142857, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07405915856361389, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9328263624841572, |
| "eval_overall_precision": 0.9269521410579346, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2935, |
| "eval_samples_per_second": 579.287, |
| "eval_steps_per_second": 10.223, |
| "step": 9408 |
| }, |
| { |
| "epoch": 99.0, |
| "grad_norm": 0.05300958827137947, |
| "learning_rate": 5.000000000000001e-07, |
| "loss": 0.0059, |
| "step": 9504 |
| }, |
| { |
| "epoch": 99.0, |
| "eval_LOCATION_f1": 0.9050279329608939, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8709677419354839, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9178470254957507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9257142857142857, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07383523136377335, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9328263624841572, |
| "eval_overall_precision": 0.9269521410579346, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2948, |
| "eval_samples_per_second": 576.608, |
| "eval_steps_per_second": 10.175, |
| "step": 9504 |
| }, |
| { |
| "epoch": 100.0, |
| "grad_norm": 0.013699240051209927, |
| "learning_rate": 0.0, |
| "loss": 0.0068, |
| "step": 9600 |
| }, |
| { |
| "epoch": 100.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9152542372881356, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9204545454545454, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.07373205572366714, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9302915082382762, |
| "eval_overall_precision": 0.924433249370277, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.294, |
| "eval_samples_per_second": 578.322, |
| "eval_steps_per_second": 10.206, |
| "step": 9600 |
| }, |
| { |
| "epoch": 100.0, |
| "step": 9600, |
| "total_flos": 4315798421360676.0, |
| "train_loss": 0.03683100602279107, |
| "train_runtime": 560.5784, |
| "train_samples_per_second": 273.111, |
| "train_steps_per_second": 17.125 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 9600, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 100, |
| "save_steps": 500, |
| "total_flos": 4315798421360676.0, |
| "train_batch_size": 16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
