|
{ |
|
"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": 2.476663112640381, |
|
"learning_rate": 4.9500000000000004e-05, |
|
"loss": 0.2536, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_LOCATION_f1": 0.8585365853658538, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.7857142857142857, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.8264984227129337, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8675496688741722, |
|
"eval_ORGANIZATION_recall": 0.7891566265060241, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.062455397099256516, |
|
"eval_overall_accuracy": 0.9780521262002744, |
|
"eval_overall_f1": 0.8858560794044665, |
|
"eval_overall_precision": 0.8814814814814815, |
|
"eval_overall_recall": 0.8902743142144638, |
|
"eval_runtime": 0.2715, |
|
"eval_samples_per_second": 626.229, |
|
"eval_steps_per_second": 11.051, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.269325613975525, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.0547, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_LOCATION_f1": 0.8855721393034827, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8240740740740741, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9102167182662539, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9363057324840764, |
|
"eval_ORGANIZATION_recall": 0.8855421686746988, |
|
"eval_PERSON_f1": 0.9681978798586572, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9716312056737588, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.05409156531095505, |
|
"eval_overall_accuracy": 0.9840877914951989, |
|
"eval_overall_f1": 0.9244114002478315, |
|
"eval_overall_precision": 0.9187192118226601, |
|
"eval_overall_recall": 0.9301745635910225, |
|
"eval_runtime": 0.2783, |
|
"eval_samples_per_second": 610.89, |
|
"eval_steps_per_second": 10.78, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 1.5557774305343628, |
|
"learning_rate": 4.85e-05, |
|
"loss": 0.032, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9040247678018575, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9299363057324841, |
|
"eval_ORGANIZATION_recall": 0.8795180722891566, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.07121666520833969, |
|
"eval_overall_accuracy": 0.9849108367626886, |
|
"eval_overall_f1": 0.933832709113608, |
|
"eval_overall_precision": 0.935, |
|
"eval_overall_recall": 0.9326683291770573, |
|
"eval_runtime": 0.2764, |
|
"eval_samples_per_second": 615.126, |
|
"eval_steps_per_second": 10.855, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 2.1740479469299316, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.0196, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_LOCATION_f1": 0.9239130434782609, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9340659340659341, |
|
"eval_LOCATION_recall": 0.9139784946236559, |
|
"eval_ORGANIZATION_f1": 0.9285714285714286, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9176470588235294, |
|
"eval_ORGANIZATION_recall": 0.9397590361445783, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.05732434615492821, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9464508094645082, |
|
"eval_overall_precision": 0.945273631840796, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2736, |
|
"eval_samples_per_second": 621.271, |
|
"eval_steps_per_second": 10.964, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.028744017705321312, |
|
"learning_rate": 4.75e-05, |
|
"loss": 0.0114, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_LOCATION_f1": 0.8958333333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8686868686868687, |
|
"eval_LOCATION_recall": 0.9247311827956989, |
|
"eval_ORGANIZATION_f1": 0.9096385542168675, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9096385542168675, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9681978798586572, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9716312056737588, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.07006135582923889, |
|
"eval_overall_accuracy": 0.9862825788751715, |
|
"eval_overall_f1": 0.9268897149938042, |
|
"eval_overall_precision": 0.9211822660098522, |
|
"eval_overall_recall": 0.9326683291770573, |
|
"eval_runtime": 0.2724, |
|
"eval_samples_per_second": 624.057, |
|
"eval_steps_per_second": 11.013, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 4.791868686676025, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.0098, |
|
"step": 576 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_LOCATION_f1": 0.8571428571428572, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.7909090909090909, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.8769716088328076, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9205298013245033, |
|
"eval_ORGANIZATION_recall": 0.8373493975903614, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.10465936362743378, |
|
"eval_overall_accuracy": 0.9794238683127572, |
|
"eval_overall_f1": 0.9066002490660026, |
|
"eval_overall_precision": 0.9054726368159204, |
|
"eval_overall_recall": 0.9077306733167082, |
|
"eval_runtime": 0.2868, |
|
"eval_samples_per_second": 592.777, |
|
"eval_steps_per_second": 10.461, |
|
"step": 576 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 0.06045348197221756, |
|
"learning_rate": 4.6500000000000005e-05, |
|
"loss": 0.0096, |
|
"step": 672 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_LOCATION_f1": 0.8979591836734693, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8543689320388349, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9090909090909091, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9477124183006536, |
|
"eval_ORGANIZATION_recall": 0.8734939759036144, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.0744900330901146, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.9286608260325407, |
|
"eval_overall_precision": 0.9321608040201005, |
|
"eval_overall_recall": 0.9251870324189526, |
|
"eval_runtime": 0.2725, |
|
"eval_samples_per_second": 623.926, |
|
"eval_steps_per_second": 11.01, |
|
"step": 672 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 0.21935367584228516, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.0088, |
|
"step": 768 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_LOCATION_f1": 0.883248730964467, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8365384615384616, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.9079754601226994, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.925, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.0766613706946373, |
|
"eval_overall_accuracy": 0.9871056241426612, |
|
"eval_overall_f1": 0.9267080745341615, |
|
"eval_overall_precision": 0.9232673267326733, |
|
"eval_overall_recall": 0.9301745635910225, |
|
"eval_runtime": 0.2785, |
|
"eval_samples_per_second": 610.503, |
|
"eval_steps_per_second": 10.774, |
|
"step": 768 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 0.007653372827917337, |
|
"learning_rate": 4.55e-05, |
|
"loss": 0.007, |
|
"step": 864 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_LOCATION_f1": 0.8989898989898989, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8476190476190476, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9107692307692308, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9308176100628931, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.08433980494737625, |
|
"eval_overall_accuracy": 0.9854595336076818, |
|
"eval_overall_f1": 0.9293680297397771, |
|
"eval_overall_precision": 0.9236453201970444, |
|
"eval_overall_recall": 0.9351620947630923, |
|
"eval_runtime": 0.2763, |
|
"eval_samples_per_second": 615.234, |
|
"eval_steps_per_second": 10.857, |
|
"step": 864 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 0.24116267263889313, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.0073, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_LOCATION_f1": 0.909090909090909, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8571428571428571, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.901840490797546, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.91875, |
|
"eval_ORGANIZATION_recall": 0.8855421686746988, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.08327263593673706, |
|
"eval_overall_accuracy": 0.9865569272976681, |
|
"eval_overall_f1": 0.9282178217821783, |
|
"eval_overall_precision": 0.9213759213759214, |
|
"eval_overall_recall": 0.9351620947630923, |
|
"eval_runtime": 0.2748, |
|
"eval_samples_per_second": 618.53, |
|
"eval_steps_per_second": 10.915, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"grad_norm": 1.1158887147903442, |
|
"learning_rate": 4.4500000000000004e-05, |
|
"loss": 0.0044, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_LOCATION_f1": 0.9090909090909091, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9042553191489362, |
|
"eval_LOCATION_recall": 0.9139784946236559, |
|
"eval_ORGANIZATION_f1": 0.9320987654320988, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9556962025316456, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9788732394366197, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9788732394366197, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.07285378128290176, |
|
"eval_overall_accuracy": 0.9876543209876543, |
|
"eval_overall_f1": 0.9433962264150944, |
|
"eval_overall_precision": 0.9517766497461929, |
|
"eval_overall_recall": 0.9351620947630923, |
|
"eval_runtime": 0.2749, |
|
"eval_samples_per_second": 618.312, |
|
"eval_steps_per_second": 10.911, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 0.032768115401268005, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.0049, |
|
"step": 1152 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_LOCATION_f1": 0.8969072164948454, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8613861386138614, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.07886822521686554, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9378109452736318, |
|
"eval_overall_precision": 0.9354838709677419, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.2862, |
|
"eval_samples_per_second": 594.06, |
|
"eval_steps_per_second": 10.483, |
|
"step": 1152 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"grad_norm": 0.015501847490668297, |
|
"learning_rate": 4.35e-05, |
|
"loss": 0.0034, |
|
"step": 1248 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_LOCATION_f1": 0.9214659685863874, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8979591836734694, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9300911854103343, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9386503067484663, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.07637546956539154, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9439601494396015, |
|
"eval_overall_precision": 0.9427860696517413, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2757, |
|
"eval_samples_per_second": 616.564, |
|
"eval_steps_per_second": 10.881, |
|
"step": 1248 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"grad_norm": 0.0688161626458168, |
|
"learning_rate": 4.3e-05, |
|
"loss": 0.0026, |
|
"step": 1344 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_LOCATION_f1": 0.911917098445596, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.88, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9179331306990882, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9263803680981595, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.08463358134031296, |
|
"eval_overall_accuracy": 0.9860082304526749, |
|
"eval_overall_f1": 0.9364881693648817, |
|
"eval_overall_precision": 0.9353233830845771, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.2751, |
|
"eval_samples_per_second": 617.9, |
|
"eval_steps_per_second": 10.904, |
|
"step": 1344 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"grad_norm": 0.5560211539268494, |
|
"learning_rate": 4.25e-05, |
|
"loss": 0.0047, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_LOCATION_f1": 0.9081632653061223, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8640776699029126, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9051987767584098, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9192546583850931, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.9580419580419581, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9513888888888888, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.08817324042320251, |
|
"eval_overall_accuracy": 0.9862825788751715, |
|
"eval_overall_f1": 0.9245982694684796, |
|
"eval_overall_precision": 0.9166666666666666, |
|
"eval_overall_recall": 0.9326683291770573, |
|
"eval_runtime": 0.2737, |
|
"eval_samples_per_second": 621.104, |
|
"eval_steps_per_second": 10.961, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"grad_norm": 1.6391551494598389, |
|
"learning_rate": 4.2e-05, |
|
"loss": 0.0034, |
|
"step": 1536 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_LOCATION_f1": 0.8994708994708994, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8854166666666666, |
|
"eval_LOCATION_recall": 0.9139784946236559, |
|
"eval_ORGANIZATION_f1": 0.9240121580547112, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9325153374233128, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.08551391959190369, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9363295880149813, |
|
"eval_overall_precision": 0.9375, |
|
"eval_overall_recall": 0.9351620947630923, |
|
"eval_runtime": 0.2802, |
|
"eval_samples_per_second": 606.633, |
|
"eval_steps_per_second": 10.705, |
|
"step": 1536 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"grad_norm": 0.004688511602580547, |
|
"learning_rate": 4.15e-05, |
|
"loss": 0.0036, |
|
"step": 1632 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_LOCATION_f1": 0.9411764705882354, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9361702127659575, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9080118694362017, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8947368421052632, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.08433548361063004, |
|
"eval_overall_accuracy": 0.9860082304526749, |
|
"eval_overall_f1": 0.9381188118811881, |
|
"eval_overall_precision": 0.9312039312039312, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2734, |
|
"eval_samples_per_second": 621.786, |
|
"eval_steps_per_second": 10.973, |
|
"step": 1632 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"grad_norm": 0.030324334278702736, |
|
"learning_rate": 4.1e-05, |
|
"loss": 0.0022, |
|
"step": 1728 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_LOCATION_f1": 0.9128205128205128, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8725490196078431, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9107692307692308, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9308176100628931, |
|
"eval_ORGANIZATION_recall": 0.891566265060241, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.09843648225069046, |
|
"eval_overall_accuracy": 0.9862825788751715, |
|
"eval_overall_f1": 0.9351620947630923, |
|
"eval_overall_precision": 0.9351620947630923, |
|
"eval_overall_recall": 0.9351620947630923, |
|
"eval_runtime": 0.2768, |
|
"eval_samples_per_second": 614.248, |
|
"eval_steps_per_second": 10.84, |
|
"step": 1728 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"grad_norm": 0.16604948043823242, |
|
"learning_rate": 4.05e-05, |
|
"loss": 0.0038, |
|
"step": 1824 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_LOCATION_f1": 0.8979591836734693, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8543689320388349, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9230769230769232, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9433962264150944, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.08929400891065598, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.9378109452736318, |
|
"eval_overall_precision": 0.9354838709677419, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.2742, |
|
"eval_samples_per_second": 620.088, |
|
"eval_steps_per_second": 10.943, |
|
"step": 1824 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"grad_norm": 0.09192885458469391, |
|
"learning_rate": 4e-05, |
|
"loss": 0.0023, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_LOCATION_f1": 0.90625, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8787878787878788, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.9329268292682927, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9444444444444444, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.08311018347740173, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9413233458177278, |
|
"eval_overall_precision": 0.9425, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.2836, |
|
"eval_samples_per_second": 599.473, |
|
"eval_steps_per_second": 10.579, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"grad_norm": 0.0658658966422081, |
|
"learning_rate": 3.9500000000000005e-05, |
|
"loss": 0.0018, |
|
"step": 2016 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_LOCATION_f1": 0.9361702127659575, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9263157894736842, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9294117647058823, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9080459770114943, |
|
"eval_ORGANIZATION_recall": 0.9518072289156626, |
|
"eval_PERSON_f1": 0.9614035087719298, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.958041958041958, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.08566827327013016, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.942189421894219, |
|
"eval_overall_precision": 0.9296116504854369, |
|
"eval_overall_recall": 0.9551122194513716, |
|
"eval_runtime": 0.275, |
|
"eval_samples_per_second": 618.106, |
|
"eval_steps_per_second": 10.908, |
|
"step": 2016 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"grad_norm": 0.0013929170090705156, |
|
"learning_rate": 3.9000000000000006e-05, |
|
"loss": 0.0024, |
|
"step": 2112 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_LOCATION_f1": 0.911917098445596, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.88, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.918429003021148, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9212121212121213, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.09154558926820755, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9366459627329192, |
|
"eval_overall_precision": 0.9331683168316832, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.274, |
|
"eval_samples_per_second": 620.334, |
|
"eval_steps_per_second": 10.947, |
|
"step": 2112 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"grad_norm": 0.0019474742002785206, |
|
"learning_rate": 3.85e-05, |
|
"loss": 0.0015, |
|
"step": 2208 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_LOCATION_f1": 0.9128205128205128, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8725490196078431, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9207317073170733, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9320987654320988, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.968421052631579, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.965034965034965, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.08806966990232468, |
|
"eval_overall_accuracy": 0.9876543209876543, |
|
"eval_overall_f1": 0.9356435643564357, |
|
"eval_overall_precision": 0.9287469287469288, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.272, |
|
"eval_samples_per_second": 624.913, |
|
"eval_steps_per_second": 11.028, |
|
"step": 2208 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"grad_norm": 0.3652423620223999, |
|
"learning_rate": 3.8e-05, |
|
"loss": 0.0019, |
|
"step": 2304 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_LOCATION_f1": 0.922279792746114, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.89, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9325153374233127, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.08749129623174667, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9463171036204744, |
|
"eval_overall_precision": 0.9475, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2759, |
|
"eval_samples_per_second": 616.122, |
|
"eval_steps_per_second": 10.873, |
|
"step": 2304 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"grad_norm": 0.2117108851671219, |
|
"learning_rate": 3.7500000000000003e-05, |
|
"loss": 0.001, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_LOCATION_f1": 0.9175257731958764, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8811881188118812, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9287925696594428, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9554140127388535, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.09758701175451279, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9413233458177278, |
|
"eval_overall_precision": 0.9425, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.2724, |
|
"eval_samples_per_second": 624.038, |
|
"eval_steps_per_second": 11.012, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"grad_norm": 0.006529322825372219, |
|
"learning_rate": 3.7e-05, |
|
"loss": 0.003, |
|
"step": 2496 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_LOCATION_f1": 0.9025641025641027, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8627450980392157, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9146341463414634, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9259259259259259, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.08552427589893341, |
|
"eval_overall_accuracy": 0.9868312757201646, |
|
"eval_overall_f1": 0.9330024813895781, |
|
"eval_overall_precision": 0.928395061728395, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.2723, |
|
"eval_samples_per_second": 624.395, |
|
"eval_steps_per_second": 11.019, |
|
"step": 2496 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"grad_norm": 0.0027512740343809128, |
|
"learning_rate": 3.65e-05, |
|
"loss": 0.0016, |
|
"step": 2592 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_LOCATION_f1": 0.9081632653061223, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8640776699029126, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.91131498470948, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9254658385093167, |
|
"eval_ORGANIZATION_recall": 0.8975903614457831, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.09637561440467834, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.9330024813895781, |
|
"eval_overall_precision": 0.928395061728395, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.2734, |
|
"eval_samples_per_second": 621.853, |
|
"eval_steps_per_second": 10.974, |
|
"step": 2592 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"grad_norm": 0.08265668153762817, |
|
"learning_rate": 3.6e-05, |
|
"loss": 0.002, |
|
"step": 2688 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_LOCATION_f1": 0.911917098445596, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.88, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9179331306990882, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9263803680981595, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.09860537201166153, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.9378109452736318, |
|
"eval_overall_precision": 0.9354838709677419, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.2701, |
|
"eval_samples_per_second": 629.413, |
|
"eval_steps_per_second": 11.107, |
|
"step": 2688 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"grad_norm": 0.0008096226374618709, |
|
"learning_rate": 3.55e-05, |
|
"loss": 0.0022, |
|
"step": 2784 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_LOCATION_f1": 0.9214659685863874, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8979591836734694, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.920245398773006, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9375, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.09792660176753998, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.94, |
|
"eval_overall_precision": 0.9423558897243107, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.2829, |
|
"eval_samples_per_second": 600.929, |
|
"eval_steps_per_second": 10.605, |
|
"step": 2784 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"grad_norm": 4.448439121246338, |
|
"learning_rate": 3.5e-05, |
|
"loss": 0.0021, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_LOCATION_f1": 0.9319371727748691, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9081632653061225, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9272727272727274, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9329268292682927, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.0972193107008934, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9477611940298507, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2769, |
|
"eval_samples_per_second": 613.898, |
|
"eval_steps_per_second": 10.833, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"grad_norm": 0.001308169448748231, |
|
"learning_rate": 3.45e-05, |
|
"loss": 0.0017, |
|
"step": 2976 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.11491724103689194, |
|
"eval_overall_accuracy": 0.9876543209876543, |
|
"eval_overall_f1": 0.9440993788819876, |
|
"eval_overall_precision": 0.9405940594059405, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2785, |
|
"eval_samples_per_second": 610.473, |
|
"eval_steps_per_second": 10.773, |
|
"step": 2976 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"grad_norm": 0.0011797519400715828, |
|
"learning_rate": 3.4000000000000007e-05, |
|
"loss": 0.0016, |
|
"step": 3072 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"eval_LOCATION_f1": 0.911917098445596, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.88, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.09680671989917755, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.942643391521197, |
|
"eval_overall_precision": 0.942643391521197, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.283, |
|
"eval_samples_per_second": 600.797, |
|
"eval_steps_per_second": 10.602, |
|
"step": 3072 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"grad_norm": 0.01620068959891796, |
|
"learning_rate": 3.35e-05, |
|
"loss": 0.0011, |
|
"step": 3168 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"eval_LOCATION_f1": 0.9157894736842105, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8969072164948454, |
|
"eval_LOCATION_recall": 0.9354838709677419, |
|
"eval_ORGANIZATION_f1": 0.9300911854103343, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9386503067484663, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.08883913606405258, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.942643391521197, |
|
"eval_overall_precision": 0.942643391521197, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.2727, |
|
"eval_samples_per_second": 623.369, |
|
"eval_steps_per_second": 11.001, |
|
"step": 3168 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"grad_norm": 0.16773520410060883, |
|
"learning_rate": 3.3e-05, |
|
"loss": 0.0018, |
|
"step": 3264 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9329268292682927, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9444444444444444, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9754385964912281, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.972027972027972, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.08975508064031601, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.946716232961586, |
|
"eval_overall_precision": 0.9408866995073891, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2765, |
|
"eval_samples_per_second": 614.86, |
|
"eval_steps_per_second": 10.85, |
|
"step": 3264 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"grad_norm": 13.28307819366455, |
|
"learning_rate": 3.2500000000000004e-05, |
|
"loss": 0.0008, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"eval_LOCATION_f1": 0.9285714285714286, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.883495145631068, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9263803680981595, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.94375, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.0988275557756424, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2719, |
|
"eval_samples_per_second": 625.163, |
|
"eval_steps_per_second": 11.032, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"grad_norm": 0.00786670297384262, |
|
"learning_rate": 3.2000000000000005e-05, |
|
"loss": 0.0025, |
|
"step": 3456 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"eval_LOCATION_f1": 0.8989898989898989, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8476190476190476, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9325153374233127, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9754385964912281, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.972027972027972, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.09047625958919525, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9394313967861558, |
|
"eval_overall_precision": 0.9313725490196079, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2826, |
|
"eval_samples_per_second": 601.492, |
|
"eval_steps_per_second": 10.615, |
|
"step": 3456 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"grad_norm": 0.0032606797758489847, |
|
"learning_rate": 3.15e-05, |
|
"loss": 0.0023, |
|
"step": 3552 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"eval_LOCATION_f1": 0.9319371727748691, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9081632653061225, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9390243902439024, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9506172839506173, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9788732394366197, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9788732394366197, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.09261784702539444, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9514321295143213, |
|
"eval_overall_precision": 0.9502487562189055, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2735, |
|
"eval_samples_per_second": 621.499, |
|
"eval_steps_per_second": 10.968, |
|
"step": 3552 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"grad_norm": 0.0010140871163457632, |
|
"learning_rate": 3.1e-05, |
|
"loss": 0.0019, |
|
"step": 3648 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"eval_LOCATION_f1": 0.9312169312169313, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9166666666666666, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9285714285714286, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9176470588235294, |
|
"eval_ORGANIZATION_recall": 0.9397590361445783, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.10431136935949326, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9455445544554455, |
|
"eval_overall_precision": 0.9385749385749386, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2746, |
|
"eval_samples_per_second": 619.086, |
|
"eval_steps_per_second": 10.925, |
|
"step": 3648 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"grad_norm": 0.012870563194155693, |
|
"learning_rate": 3.05e-05, |
|
"loss": 0.0016, |
|
"step": 3744 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"eval_LOCATION_f1": 0.9374999999999999, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9090909090909091, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.972027972027972, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9652777777777778, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.10107599198818207, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.946583850931677, |
|
"eval_overall_precision": 0.943069306930693, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2736, |
|
"eval_samples_per_second": 621.263, |
|
"eval_steps_per_second": 10.963, |
|
"step": 3744 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"grad_norm": 0.0019054836593568325, |
|
"learning_rate": 3e-05, |
|
"loss": 0.0017, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"eval_LOCATION_f1": 0.9072164948453608, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8712871287128713, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.920245398773006, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9375, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.968421052631579, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.965034965034965, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.10998252779245377, |
|
"eval_overall_accuracy": 0.9868312757201646, |
|
"eval_overall_f1": 0.9341614906832298, |
|
"eval_overall_precision": 0.9306930693069307, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.274, |
|
"eval_samples_per_second": 620.383, |
|
"eval_steps_per_second": 10.948, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"grad_norm": 0.0006370858754962683, |
|
"learning_rate": 2.95e-05, |
|
"loss": 0.0014, |
|
"step": 3936 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"eval_LOCATION_f1": 0.9175257731958764, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8811881188118812, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9009009009009009, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.8982035928143712, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9716312056737589, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9785714285714285, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.12568451464176178, |
|
"eval_overall_accuracy": 0.9851851851851852, |
|
"eval_overall_f1": 0.9295426452410381, |
|
"eval_overall_precision": 0.9215686274509803, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.2719, |
|
"eval_samples_per_second": 625.128, |
|
"eval_steps_per_second": 11.032, |
|
"step": 3936 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"grad_norm": 0.0029636453837156296, |
|
"learning_rate": 2.9e-05, |
|
"loss": 0.0021, |
|
"step": 4032 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9226006191950464, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9490445859872612, |
|
"eval_ORGANIZATION_recall": 0.8975903614457831, |
|
"eval_PERSON_f1": 0.9754385964912281, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.972027972027972, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.10770393908023834, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.942643391521197, |
|
"eval_overall_precision": 0.942643391521197, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.2728, |
|
"eval_samples_per_second": 623.215, |
|
"eval_steps_per_second": 10.998, |
|
"step": 4032 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"grad_norm": 0.06515736877918243, |
|
"learning_rate": 2.8499999999999998e-05, |
|
"loss": 0.0026, |
|
"step": 4128 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"eval_LOCATION_f1": 0.9128205128205128, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8725490196078431, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9057750759878419, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9141104294478528, |
|
"eval_ORGANIZATION_recall": 0.8975903614457831, |
|
"eval_PERSON_f1": 0.968421052631579, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.965034965034965, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.1268494725227356, |
|
"eval_overall_accuracy": 0.9838134430727024, |
|
"eval_overall_f1": 0.9295426452410381, |
|
"eval_overall_precision": 0.9215686274509803, |
|
"eval_overall_recall": 0.9376558603491272, |
|
"eval_runtime": 0.2743, |
|
"eval_samples_per_second": 619.661, |
|
"eval_steps_per_second": 10.935, |
|
"step": 4128 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"grad_norm": 0.0020745082292705774, |
|
"learning_rate": 2.8000000000000003e-05, |
|
"loss": 0.0016, |
|
"step": 4224 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9345794392523364, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.967741935483871, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9647887323943662, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9647887323943662, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.11049126833677292, |
|
"eval_overall_accuracy": 0.9865569272976681, |
|
"eval_overall_f1": 0.9424999999999999, |
|
"eval_overall_precision": 0.9448621553884712, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.2748, |
|
"eval_samples_per_second": 618.533, |
|
"eval_steps_per_second": 10.915, |
|
"step": 4224 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"grad_norm": 0.0009372663334943354, |
|
"learning_rate": 2.7500000000000004e-05, |
|
"loss": 0.0013, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"eval_LOCATION_f1": 0.922279792746114, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.89, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9156626506024096, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9156626506024096, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.12877264618873596, |
|
"eval_overall_accuracy": 0.9849108367626886, |
|
"eval_overall_f1": 0.9369592088998765, |
|
"eval_overall_precision": 0.928921568627451, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2726, |
|
"eval_samples_per_second": 623.712, |
|
"eval_steps_per_second": 11.007, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"grad_norm": 0.01688425801694393, |
|
"learning_rate": 2.7000000000000002e-05, |
|
"loss": 0.0014, |
|
"step": 4416 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"eval_LOCATION_f1": 0.9166666666666667, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8888888888888888, |
|
"eval_LOCATION_recall": 0.946236559139785, |
|
"eval_ORGANIZATION_f1": 0.9014925373134328, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.893491124260355, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.951048951048951, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9444444444444444, |
|
"eval_PERSON_recall": 0.9577464788732394, |
|
"eval_loss": 0.147969052195549, |
|
"eval_overall_accuracy": 0.9821673525377229, |
|
"eval_overall_f1": 0.9225092250922511, |
|
"eval_overall_precision": 0.9101941747572816, |
|
"eval_overall_recall": 0.9351620947630923, |
|
"eval_runtime": 0.2763, |
|
"eval_samples_per_second": 615.276, |
|
"eval_steps_per_second": 10.858, |
|
"step": 4416 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"grad_norm": 0.0011194701073691249, |
|
"learning_rate": 2.6500000000000004e-05, |
|
"loss": 0.0013, |
|
"step": 4512 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9325153374233127, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.10752855241298676, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9476309226932669, |
|
"eval_overall_precision": 0.9476309226932669, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2732, |
|
"eval_samples_per_second": 622.216, |
|
"eval_steps_per_second": 10.98, |
|
"step": 4512 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"grad_norm": 0.0004208228492643684, |
|
"learning_rate": 2.6000000000000002e-05, |
|
"loss": 0.0008, |
|
"step": 4608 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"eval_LOCATION_f1": 0.922279792746114, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.89, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9141104294478528, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.93125, |
|
"eval_ORGANIZATION_recall": 0.8975903614457831, |
|
"eval_PERSON_f1": 0.9716312056737589, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9785714285714285, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.11435800790786743, |
|
"eval_overall_accuracy": 0.9868312757201646, |
|
"eval_overall_f1": 0.9363295880149813, |
|
"eval_overall_precision": 0.9375, |
|
"eval_overall_recall": 0.9351620947630923, |
|
"eval_runtime": 0.2741, |
|
"eval_samples_per_second": 620.241, |
|
"eval_steps_per_second": 10.945, |
|
"step": 4608 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"grad_norm": 0.0018427808536216617, |
|
"learning_rate": 2.5500000000000003e-05, |
|
"loss": 0.0016, |
|
"step": 4704 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9320987654320988, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9556962025316456, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.1204075962305069, |
|
"eval_overall_accuracy": 0.9871056241426612, |
|
"eval_overall_f1": 0.9451371571072319, |
|
"eval_overall_precision": 0.9451371571072319, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2763, |
|
"eval_samples_per_second": 615.3, |
|
"eval_steps_per_second": 10.858, |
|
"step": 4704 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"grad_norm": 0.006291194353252649, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.0018, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9235474006116209, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.937888198757764, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.11503820866346359, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.9427860696517413, |
|
"eval_overall_precision": 0.9404466501240695, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2727, |
|
"eval_samples_per_second": 623.285, |
|
"eval_steps_per_second": 10.999, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"grad_norm": 0.0002592083183117211, |
|
"learning_rate": 2.45e-05, |
|
"loss": 0.0008, |
|
"step": 4896 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"eval_LOCATION_f1": 0.9175257731958764, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8811881188118812, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9386503067484663, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95625, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.11824705451726913, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9464508094645082, |
|
"eval_overall_precision": 0.945273631840796, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2727, |
|
"eval_samples_per_second": 623.382, |
|
"eval_steps_per_second": 11.001, |
|
"step": 4896 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"grad_norm": 1.07253098487854, |
|
"learning_rate": 2.4e-05, |
|
"loss": 0.0009, |
|
"step": 4992 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9329268292682927, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9444444444444444, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.11802083253860474, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9477611940298507, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2822, |
|
"eval_samples_per_second": 602.338, |
|
"eval_steps_per_second": 10.629, |
|
"step": 4992 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"grad_norm": 0.0011605395702645183, |
|
"learning_rate": 2.35e-05, |
|
"loss": 0.0013, |
|
"step": 5088 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"eval_LOCATION_f1": 0.9319371727748691, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9081632653061225, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9300911854103343, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9386503067484663, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.11204486340284348, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9464508094645082, |
|
"eval_overall_precision": 0.945273631840796, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2715, |
|
"eval_samples_per_second": 626.086, |
|
"eval_steps_per_second": 11.049, |
|
"step": 5088 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"grad_norm": 0.00036611565155908465, |
|
"learning_rate": 2.3000000000000003e-05, |
|
"loss": 0.0004, |
|
"step": 5184 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"eval_LOCATION_f1": 0.9175257731958764, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8811881188118812, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9189189189189191, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9161676646706587, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.13027532398700714, |
|
"eval_overall_accuracy": 0.9854595336076818, |
|
"eval_overall_f1": 0.9371146732429101, |
|
"eval_overall_precision": 0.926829268292683, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2731, |
|
"eval_samples_per_second": 622.464, |
|
"eval_steps_per_second": 10.985, |
|
"step": 5184 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"grad_norm": 0.0003306926810182631, |
|
"learning_rate": 2.25e-05, |
|
"loss": 0.0005, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"eval_LOCATION_f1": 0.9430051813471503, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.91, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9329268292682927, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9444444444444444, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.972027972027972, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9652777777777778, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.12078429013490677, |
|
"eval_overall_accuracy": 0.9868312757201646, |
|
"eval_overall_f1": 0.949194547707559, |
|
"eval_overall_precision": 0.9433497536945813, |
|
"eval_overall_recall": 0.9551122194513716, |
|
"eval_runtime": 0.2723, |
|
"eval_samples_per_second": 624.373, |
|
"eval_steps_per_second": 11.018, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"grad_norm": 0.003182685002684593, |
|
"learning_rate": 2.2000000000000003e-05, |
|
"loss": 0.0006, |
|
"step": 5376 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"eval_LOCATION_f1": 0.9326424870466321, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9418960244648319, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9565217391304348, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.971830985915493, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.971830985915493, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.12055596709251404, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2766, |
|
"eval_samples_per_second": 614.686, |
|
"eval_steps_per_second": 10.847, |
|
"step": 5376 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"grad_norm": 0.0003461630258243531, |
|
"learning_rate": 2.15e-05, |
|
"loss": 0.0009, |
|
"step": 5472 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9386503067484663, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95625, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.968421052631579, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.965034965034965, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.1301981806755066, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9454094292803972, |
|
"eval_overall_precision": 0.9407407407407408, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2755, |
|
"eval_samples_per_second": 617.052, |
|
"eval_steps_per_second": 10.889, |
|
"step": 5472 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"grad_norm": 0.0019114755559712648, |
|
"learning_rate": 2.1e-05, |
|
"loss": 0.0005, |
|
"step": 5568 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9386503067484663, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95625, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9752650176678446, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9787234042553191, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.11792100220918655, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9477611940298507, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2758, |
|
"eval_samples_per_second": 616.288, |
|
"eval_steps_per_second": 10.876, |
|
"step": 5568 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"grad_norm": 0.00043655483750626445, |
|
"learning_rate": 2.05e-05, |
|
"loss": 0.0007, |
|
"step": 5664 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"eval_LOCATION_f1": 0.9175257731958764, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8811881188118812, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9353846153846154, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9559748427672956, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9645390070921985, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9714285714285714, |
|
"eval_PERSON_recall": 0.9577464788732394, |
|
"eval_loss": 0.12990164756774902, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.9413233458177278, |
|
"eval_overall_precision": 0.9425, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.2723, |
|
"eval_samples_per_second": 624.28, |
|
"eval_steps_per_second": 11.017, |
|
"step": 5664 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"grad_norm": 0.06836064904928207, |
|
"learning_rate": 2e-05, |
|
"loss": 0.0023, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"eval_LOCATION_f1": 0.9333333333333333, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8921568627450981, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9411764705882353, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9681528662420382, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9686411149825783, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9586206896551724, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.10230163484811783, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9490683229813663, |
|
"eval_overall_precision": 0.9455445544554455, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2785, |
|
"eval_samples_per_second": 610.349, |
|
"eval_steps_per_second": 10.771, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"grad_norm": 0.0014599261339753866, |
|
"learning_rate": 1.9500000000000003e-05, |
|
"loss": 0.0003, |
|
"step": 5856 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9440993788819876, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9743589743589743, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.10883278399705887, |
|
"eval_overall_accuracy": 0.9901234567901235, |
|
"eval_overall_f1": 0.9548872180451127, |
|
"eval_overall_precision": 0.9596977329974811, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2722, |
|
"eval_samples_per_second": 624.632, |
|
"eval_steps_per_second": 11.023, |
|
"step": 5856 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"grad_norm": 0.0015552460681647062, |
|
"learning_rate": 1.9e-05, |
|
"loss": 0.0002, |
|
"step": 5952 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"eval_LOCATION_f1": 0.9326424870466321, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9353846153846154, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9559748427672956, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.11479648947715759, |
|
"eval_overall_accuracy": 0.9895747599451303, |
|
"eval_overall_f1": 0.951310861423221, |
|
"eval_overall_precision": 0.9525, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2706, |
|
"eval_samples_per_second": 628.179, |
|
"eval_steps_per_second": 11.086, |
|
"step": 5952 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"grad_norm": 0.0004029857518617064, |
|
"learning_rate": 1.85e-05, |
|
"loss": 0.0005, |
|
"step": 6048 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9329268292682927, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9444444444444444, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.12344972789287567, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9515527950310558, |
|
"eval_overall_precision": 0.948019801980198, |
|
"eval_overall_recall": 0.9551122194513716, |
|
"eval_runtime": 0.2763, |
|
"eval_samples_per_second": 615.164, |
|
"eval_steps_per_second": 10.856, |
|
"step": 6048 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"grad_norm": 0.0006202245713211596, |
|
"learning_rate": 1.8e-05, |
|
"loss": 0.0004, |
|
"step": 6144 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"eval_LOCATION_f1": 0.9175257731958764, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8811881188118812, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9411764705882353, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9681528662420382, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.11112768203020096, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9473684210526315, |
|
"eval_overall_precision": 0.9521410579345088, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.2851, |
|
"eval_samples_per_second": 596.233, |
|
"eval_steps_per_second": 10.522, |
|
"step": 6144 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"grad_norm": 0.011487938463687897, |
|
"learning_rate": 1.75e-05, |
|
"loss": 0.0004, |
|
"step": 6240 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"eval_LOCATION_f1": 0.9326424870466321, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9361702127659575, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9447852760736196, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9716312056737589, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9785714285714285, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.11858505010604858, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9477611940298507, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2715, |
|
"eval_samples_per_second": 626.091, |
|
"eval_steps_per_second": 11.049, |
|
"step": 6240 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"grad_norm": 0.0013585726264864206, |
|
"learning_rate": 1.7000000000000003e-05, |
|
"loss": 0.0003, |
|
"step": 6336 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"eval_LOCATION_f1": 0.9326424870466321, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9415384615384617, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9622641509433962, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.11873988062143326, |
|
"eval_overall_accuracy": 0.9895747599451303, |
|
"eval_overall_f1": 0.951188986232791, |
|
"eval_overall_precision": 0.9547738693467337, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2717, |
|
"eval_samples_per_second": 625.753, |
|
"eval_steps_per_second": 11.043, |
|
"step": 6336 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"grad_norm": 0.02065558359026909, |
|
"learning_rate": 1.65e-05, |
|
"loss": 0.0003, |
|
"step": 6432 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"eval_LOCATION_f1": 0.9270833333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.898989898989899, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.12448842823505402, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9450000000000001, |
|
"eval_overall_precision": 0.9473684210526315, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.2857, |
|
"eval_samples_per_second": 594.984, |
|
"eval_steps_per_second": 10.5, |
|
"step": 6432 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"grad_norm": 0.0004572625330183655, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.0006, |
|
"step": 6528 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"eval_LOCATION_f1": 0.9270833333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.898989898989899, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9325153374233127, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.12086562812328339, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9461827284105131, |
|
"eval_overall_precision": 0.949748743718593, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.2716, |
|
"eval_samples_per_second": 625.944, |
|
"eval_steps_per_second": 11.046, |
|
"step": 6528 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"grad_norm": 0.0009455174440518022, |
|
"learning_rate": 1.55e-05, |
|
"loss": 0.0003, |
|
"step": 6624 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"eval_LOCATION_f1": 0.9270833333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.898989898989899, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9716312056737589, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9785714285714285, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.11985588073730469, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9438202247191011, |
|
"eval_overall_precision": 0.945, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.2865, |
|
"eval_samples_per_second": 593.269, |
|
"eval_steps_per_second": 10.469, |
|
"step": 6624 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"grad_norm": 0.00020860238873865455, |
|
"learning_rate": 1.5e-05, |
|
"loss": 0.0003, |
|
"step": 6720 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"eval_LOCATION_f1": 0.9175257731958764, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8811881188118812, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9353846153846154, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9559748427672956, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.11953891068696976, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9450000000000001, |
|
"eval_overall_precision": 0.9473684210526315, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.2731, |
|
"eval_samples_per_second": 622.549, |
|
"eval_steps_per_second": 10.986, |
|
"step": 6720 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"grad_norm": 0.15998342633247375, |
|
"learning_rate": 1.45e-05, |
|
"loss": 0.0006, |
|
"step": 6816 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"eval_LOCATION_f1": 0.9175257731958764, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8811881188118812, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9382716049382716, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9620253164556962, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.1208614706993103, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9461827284105131, |
|
"eval_overall_precision": 0.949748743718593, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.3529, |
|
"eval_samples_per_second": 481.662, |
|
"eval_steps_per_second": 8.5, |
|
"step": 6816 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"grad_norm": 0.00031563107040710747, |
|
"learning_rate": 1.4000000000000001e-05, |
|
"loss": 0.0003, |
|
"step": 6912 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9292307692307692, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.949685534591195, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.12843403220176697, |
|
"eval_overall_accuracy": 0.9882030178326474, |
|
"eval_overall_f1": 0.9450000000000001, |
|
"eval_overall_precision": 0.9473684210526315, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.2763, |
|
"eval_samples_per_second": 615.169, |
|
"eval_steps_per_second": 10.856, |
|
"step": 6912 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"grad_norm": 0.0016298560658469796, |
|
"learning_rate": 1.3500000000000001e-05, |
|
"loss": 0.0007, |
|
"step": 7008 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9329268292682927, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9444444444444444, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.1270994246006012, |
|
"eval_overall_accuracy": 0.9879286694101509, |
|
"eval_overall_f1": 0.945273631840796, |
|
"eval_overall_precision": 0.9429280397022333, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2819, |
|
"eval_samples_per_second": 603.122, |
|
"eval_steps_per_second": 10.643, |
|
"step": 7008 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"grad_norm": 0.0005925354198552668, |
|
"learning_rate": 1.3000000000000001e-05, |
|
"loss": 0.0006, |
|
"step": 7104 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"eval_LOCATION_f1": 0.922279792746114, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.89, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9353846153846154, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9559748427672956, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.13110530376434326, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9461827284105131, |
|
"eval_overall_precision": 0.949748743718593, |
|
"eval_overall_recall": 0.942643391521197, |
|
"eval_runtime": 0.2779, |
|
"eval_samples_per_second": 611.731, |
|
"eval_steps_per_second": 10.795, |
|
"step": 7104 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"grad_norm": 0.0012239688076078892, |
|
"learning_rate": 1.25e-05, |
|
"loss": 0.0012, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9382716049382716, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9620253164556962, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.12370780855417252, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9486858573216519, |
|
"eval_overall_precision": 0.9522613065326633, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2874, |
|
"eval_samples_per_second": 591.468, |
|
"eval_steps_per_second": 10.438, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"grad_norm": 0.00020759411563631147, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.001, |
|
"step": 7296 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9345794392523364, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.967741935483871, |
|
"eval_ORGANIZATION_recall": 0.9036144578313253, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.12144968658685684, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.946047678795483, |
|
"eval_overall_precision": 0.952020202020202, |
|
"eval_overall_recall": 0.940149625935162, |
|
"eval_runtime": 0.2755, |
|
"eval_samples_per_second": 617.131, |
|
"eval_steps_per_second": 10.891, |
|
"step": 7296 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"grad_norm": 0.0014589158818125725, |
|
"learning_rate": 1.1500000000000002e-05, |
|
"loss": 0.0003, |
|
"step": 7392 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9329268292682927, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9444444444444444, |
|
"eval_ORGANIZATION_recall": 0.9216867469879518, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.11771202087402344, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9477611940298507, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2777, |
|
"eval_samples_per_second": 612.084, |
|
"eval_steps_per_second": 10.801, |
|
"step": 7392 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"grad_norm": 0.00015712979075033218, |
|
"learning_rate": 1.1000000000000001e-05, |
|
"loss": 0.0005, |
|
"step": 7488 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9390243902439024, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9506172839506173, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9750889679715302, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9856115107913669, |
|
"eval_PERSON_recall": 0.9647887323943662, |
|
"eval_loss": 0.12339749932289124, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9489414694894147, |
|
"eval_overall_precision": 0.9477611940298507, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2743, |
|
"eval_samples_per_second": 619.863, |
|
"eval_steps_per_second": 10.939, |
|
"step": 7488 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"grad_norm": 0.0004729692591354251, |
|
"learning_rate": 1.05e-05, |
|
"loss": 0.0018, |
|
"step": 7584 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"eval_LOCATION_f1": 0.9270833333333334, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.898989898989899, |
|
"eval_LOCATION_recall": 0.956989247311828, |
|
"eval_ORGANIZATION_f1": 0.9393939393939394, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9451219512195121, |
|
"eval_ORGANIZATION_recall": 0.9337349397590361, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.11351267993450165, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2762, |
|
"eval_samples_per_second": 615.482, |
|
"eval_steps_per_second": 10.861, |
|
"step": 7584 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"grad_norm": 0.00032218199339695275, |
|
"learning_rate": 1e-05, |
|
"loss": 0.0004, |
|
"step": 7680 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"eval_LOCATION_f1": 0.9278350515463919, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8910891089108911, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9325153374233127, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.12128762900829315, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9476309226932669, |
|
"eval_overall_precision": 0.9476309226932669, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2769, |
|
"eval_samples_per_second": 613.887, |
|
"eval_steps_per_second": 10.833, |
|
"step": 7680 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"grad_norm": 0.029026150703430176, |
|
"learning_rate": 9.5e-06, |
|
"loss": 0.0002, |
|
"step": 7776 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9320987654320988, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9556962025316456, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.12814442813396454, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9463171036204744, |
|
"eval_overall_precision": 0.9475, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2781, |
|
"eval_samples_per_second": 611.202, |
|
"eval_steps_per_second": 10.786, |
|
"step": 7776 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"grad_norm": 0.000658427132293582, |
|
"learning_rate": 9e-06, |
|
"loss": 0.0007, |
|
"step": 7872 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"eval_LOCATION_f1": 0.9374999999999999, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.9090909090909091, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9390243902439024, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9506172839506173, |
|
"eval_ORGANIZATION_recall": 0.927710843373494, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.11656615138053894, |
|
"eval_overall_accuracy": 0.9895747599451303, |
|
"eval_overall_f1": 0.9526184538653366, |
|
"eval_overall_precision": 0.9526184538653366, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2753, |
|
"eval_samples_per_second": 617.513, |
|
"eval_steps_per_second": 10.897, |
|
"step": 7872 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"grad_norm": 0.0005032567423768342, |
|
"learning_rate": 8.500000000000002e-06, |
|
"loss": 0.0004, |
|
"step": 7968 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"eval_LOCATION_f1": 0.9137055837563453, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8653846153846154, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9235474006116209, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.937888198757764, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.13869613409042358, |
|
"eval_overall_accuracy": 0.9873799725651577, |
|
"eval_overall_f1": 0.9404466501240694, |
|
"eval_overall_precision": 0.9358024691358025, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2738, |
|
"eval_samples_per_second": 620.855, |
|
"eval_steps_per_second": 10.956, |
|
"step": 7968 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"grad_norm": 0.00019312210497446358, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.0002, |
|
"step": 8064 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"eval_LOCATION_f1": 0.9183673469387754, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8737864077669902, |
|
"eval_LOCATION_recall": 0.967741935483871, |
|
"eval_ORGANIZATION_f1": 0.9292307692307692, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.949685534591195, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.1367323249578476, |
|
"eval_overall_accuracy": 0.988477366255144, |
|
"eval_overall_f1": 0.9439601494396015, |
|
"eval_overall_precision": 0.9427860696517413, |
|
"eval_overall_recall": 0.9451371571072319, |
|
"eval_runtime": 0.2741, |
|
"eval_samples_per_second": 620.208, |
|
"eval_steps_per_second": 10.945, |
|
"step": 8064 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"grad_norm": 0.001622176030650735, |
|
"learning_rate": 7.5e-06, |
|
"loss": 0.0007, |
|
"step": 8160 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"eval_LOCATION_f1": 0.9333333333333333, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8921568627450981, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9292307692307692, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.949685534591195, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.1286858767271042, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9476309226932669, |
|
"eval_overall_precision": 0.9476309226932669, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2841, |
|
"eval_samples_per_second": 598.45, |
|
"eval_steps_per_second": 10.561, |
|
"step": 8160 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"grad_norm": 0.00034102791687473655, |
|
"learning_rate": 7.000000000000001e-06, |
|
"loss": 0.0008, |
|
"step": 8256 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"eval_LOCATION_f1": 0.9333333333333333, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8921568627450981, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9263803680981595, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.94375, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.12806376814842224, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9477611940298507, |
|
"eval_overall_precision": 0.9454094292803971, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2835, |
|
"eval_samples_per_second": 599.572, |
|
"eval_steps_per_second": 10.581, |
|
"step": 8256 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"grad_norm": 0.0075645060278475285, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 0.0002, |
|
"step": 8352 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"eval_LOCATION_f1": 0.9333333333333333, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8921568627450981, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9292307692307692, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.949685534591195, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.12655898928642273, |
|
"eval_overall_accuracy": 0.9887517146776406, |
|
"eval_overall_f1": 0.9476309226932669, |
|
"eval_overall_precision": 0.9476309226932669, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2728, |
|
"eval_samples_per_second": 623.199, |
|
"eval_steps_per_second": 10.998, |
|
"step": 8352 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"grad_norm": 6.502119541168213, |
|
"learning_rate": 6e-06, |
|
"loss": 0.0005, |
|
"step": 8448 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"eval_LOCATION_f1": 0.9333333333333333, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.8921568627450981, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9320987654320988, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9556962025316456, |
|
"eval_ORGANIZATION_recall": 0.9096385542168675, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.12733419239521027, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9488139825218477, |
|
"eval_overall_precision": 0.95, |
|
"eval_overall_recall": 0.9476309226932669, |
|
"eval_runtime": 0.2718, |
|
"eval_samples_per_second": 625.547, |
|
"eval_steps_per_second": 11.039, |
|
"step": 8448 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"grad_norm": 0.00019170860468875617, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 0.0003, |
|
"step": 8544 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9353846153846154, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9559748427672956, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.12625864148139954, |
|
"eval_overall_accuracy": 0.9893004115226337, |
|
"eval_overall_f1": 0.951310861423221, |
|
"eval_overall_precision": 0.9525, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2872, |
|
"eval_samples_per_second": 591.84, |
|
"eval_steps_per_second": 10.444, |
|
"step": 8544 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"grad_norm": 0.0001946709380717948, |
|
"learning_rate": 5e-06, |
|
"loss": 0.0001, |
|
"step": 8640 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9325153374233127, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.1265157163143158, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9501246882793017, |
|
"eval_overall_precision": 0.9501246882793017, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2894, |
|
"eval_samples_per_second": 587.341, |
|
"eval_steps_per_second": 10.365, |
|
"step": 8640 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"grad_norm": 0.00022210170573089272, |
|
"learning_rate": 4.5e-06, |
|
"loss": 0.0002, |
|
"step": 8736 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9325153374233127, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.95, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9787234042553192, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9857142857142858, |
|
"eval_PERSON_recall": 0.971830985915493, |
|
"eval_loss": 0.12690623104572296, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9501246882793017, |
|
"eval_overall_precision": 0.9501246882793017, |
|
"eval_overall_recall": 0.9501246882793017, |
|
"eval_runtime": 0.2731, |
|
"eval_samples_per_second": 622.455, |
|
"eval_steps_per_second": 10.985, |
|
"step": 8736 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"grad_norm": 0.00021052845113445073, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.0001, |
|
"step": 8832 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.12825678288936615, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2808, |
|
"eval_samples_per_second": 605.4, |
|
"eval_steps_per_second": 10.684, |
|
"step": 8832 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"grad_norm": 0.00014110341726336628, |
|
"learning_rate": 3.5000000000000004e-06, |
|
"loss": 0.0002, |
|
"step": 8928 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.1284293830394745, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.275, |
|
"eval_samples_per_second": 618.112, |
|
"eval_steps_per_second": 10.908, |
|
"step": 8928 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"grad_norm": 0.00015382652054540813, |
|
"learning_rate": 3e-06, |
|
"loss": 0.0002, |
|
"step": 9024 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.12859950959682465, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2729, |
|
"eval_samples_per_second": 622.959, |
|
"eval_steps_per_second": 10.993, |
|
"step": 9024 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"grad_norm": 0.00017179538554046303, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.0002, |
|
"step": 9120 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.1287505179643631, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.274, |
|
"eval_samples_per_second": 620.437, |
|
"eval_steps_per_second": 10.949, |
|
"step": 9120 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"grad_norm": 0.00012161211634520441, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 0.0002, |
|
"step": 9216 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.12845784425735474, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2731, |
|
"eval_samples_per_second": 622.489, |
|
"eval_steps_per_second": 10.985, |
|
"step": 9216 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"grad_norm": 0.0003890093066729605, |
|
"learning_rate": 1.5e-06, |
|
"loss": 0.0002, |
|
"step": 9312 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.1285652369260788, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2776, |
|
"eval_samples_per_second": 612.459, |
|
"eval_steps_per_second": 10.808, |
|
"step": 9312 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"grad_norm": 0.00015593560237903148, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 0.0005, |
|
"step": 9408 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.12773250043392181, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2768, |
|
"eval_samples_per_second": 614.21, |
|
"eval_steps_per_second": 10.839, |
|
"step": 9408 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"grad_norm": 9.94185174931772e-05, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 0.0004, |
|
"step": 9504 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.12759125232696533, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2724, |
|
"eval_samples_per_second": 624.185, |
|
"eval_steps_per_second": 11.015, |
|
"step": 9504 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"grad_norm": 0.00015960106975398958, |
|
"learning_rate": 0.0, |
|
"loss": 0.0003, |
|
"step": 9600 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"eval_LOCATION_f1": 0.9381443298969072, |
|
"eval_LOCATION_number": 93, |
|
"eval_LOCATION_precision": 0.900990099009901, |
|
"eval_LOCATION_recall": 0.978494623655914, |
|
"eval_ORGANIZATION_f1": 0.9296636085626911, |
|
"eval_ORGANIZATION_number": 166, |
|
"eval_ORGANIZATION_precision": 0.9440993788819876, |
|
"eval_ORGANIZATION_recall": 0.9156626506024096, |
|
"eval_PERSON_f1": 0.9823321554770318, |
|
"eval_PERSON_number": 142, |
|
"eval_PERSON_precision": 0.9858156028368794, |
|
"eval_PERSON_recall": 0.9788732394366197, |
|
"eval_loss": 0.12765251100063324, |
|
"eval_overall_accuracy": 0.9890260631001372, |
|
"eval_overall_f1": 0.9502487562189055, |
|
"eval_overall_precision": 0.9478908188585607, |
|
"eval_overall_recall": 0.9526184538653366, |
|
"eval_runtime": 0.2729, |
|
"eval_samples_per_second": 623.019, |
|
"eval_steps_per_second": 10.994, |
|
"step": 9600 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"step": 9600, |
|
"total_flos": 3771733492877262.0, |
|
"train_loss": 0.005277395940502174, |
|
"train_runtime": 859.6096, |
|
"train_samples_per_second": 178.104, |
|
"train_steps_per_second": 11.168 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 9600, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 500, |
|
"total_flos": 3771733492877262.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|