|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 100.0, |
|
"eval_steps": 500, |
|
"global_step": 9600, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 1.143059253692627, |
|
"learning_rate": 4.9500000000000004e-05, |
|
"loss": 0.8464, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_LOCATION_f1": 0.0, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.0, |
|
"eval_LOCATION_recall": 0.0, |
|
"eval_ORGANIZATION_f1": 0.2663316582914573, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.2409090909090909, |
|
"eval_ORGANIZATION_recall": 0.29775280898876405, |
|
"eval_PERSON_f1": 0.33935018050541516, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.31543624161073824, |
|
"eval_PERSON_recall": 0.3671875, |
|
"eval_loss": 0.3799312710762024, |
|
"eval_overall_accuracy": 0.8747638326585695, |
|
"eval_overall_f1": 0.2607561929595828, |
|
"eval_overall_precision": 0.26666666666666666, |
|
"eval_overall_recall": 0.25510204081632654, |
|
"eval_runtime": 0.2875, |
|
"eval_samples_per_second": 591.375, |
|
"eval_steps_per_second": 10.436, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.1125810146331787, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.3634, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_LOCATION_f1": 0.4, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.3508771929824561, |
|
"eval_LOCATION_recall": 0.46511627906976744, |
|
"eval_ORGANIZATION_f1": 0.5941176470588235, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.6234567901234568, |
|
"eval_ORGANIZATION_recall": 0.5674157303370787, |
|
"eval_PERSON_f1": 0.6598639455782312, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.5843373493975904, |
|
"eval_PERSON_recall": 0.7578125, |
|
"eval_loss": 0.21567517518997192, |
|
"eval_overall_accuracy": 0.9330634278002699, |
|
"eval_overall_f1": 0.5707434052757793, |
|
"eval_overall_precision": 0.5384615384615384, |
|
"eval_overall_recall": 0.6071428571428571, |
|
"eval_runtime": 0.2882, |
|
"eval_samples_per_second": 589.783, |
|
"eval_steps_per_second": 10.408, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.8366958498954773, |
|
"learning_rate": 4.85e-05, |
|
"loss": 0.1975, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_LOCATION_f1": 0.7692307692307692, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.7831325301204819, |
|
"eval_LOCATION_recall": 0.7558139534883721, |
|
"eval_ORGANIZATION_f1": 0.7801047120418848, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.7303921568627451, |
|
"eval_ORGANIZATION_recall": 0.8370786516853933, |
|
"eval_PERSON_f1": 0.9615384615384616, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.946969696969697, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.09421665221452713, |
|
"eval_overall_accuracy": 0.9692307692307692, |
|
"eval_overall_f1": 0.8360049321824907, |
|
"eval_overall_precision": 0.8090692124105012, |
|
"eval_overall_recall": 0.8647959183673469, |
|
"eval_runtime": 0.2893, |
|
"eval_samples_per_second": 587.54, |
|
"eval_steps_per_second": 10.368, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.7830145955085754, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.1277, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_LOCATION_f1": 0.7802197802197802, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.7395833333333334, |
|
"eval_LOCATION_recall": 0.8255813953488372, |
|
"eval_ORGANIZATION_f1": 0.7777777777777778, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.8109756097560976, |
|
"eval_ORGANIZATION_recall": 0.7471910112359551, |
|
"eval_PERSON_f1": 0.9575289575289575, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9465648854961832, |
|
"eval_PERSON_recall": 0.96875, |
|
"eval_loss": 0.09090130031108856, |
|
"eval_overall_accuracy": 0.970310391363023, |
|
"eval_overall_f1": 0.8378033205619412, |
|
"eval_overall_precision": 0.8388746803069054, |
|
"eval_overall_recall": 0.8367346938775511, |
|
"eval_runtime": 0.2987, |
|
"eval_samples_per_second": 569.056, |
|
"eval_steps_per_second": 10.042, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.5714436769485474, |
|
"learning_rate": 4.75e-05, |
|
"loss": 0.1039, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_LOCATION_f1": 0.8043478260869564, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.7551020408163265, |
|
"eval_LOCATION_recall": 0.8604651162790697, |
|
"eval_ORGANIZATION_f1": 0.8876404494382022, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.8876404494382022, |
|
"eval_ORGANIZATION_recall": 0.8876404494382022, |
|
"eval_PERSON_f1": 0.96875, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.96875, |
|
"eval_PERSON_recall": 0.96875, |
|
"eval_loss": 0.06319117546081543, |
|
"eval_overall_accuracy": 0.9784075573549258, |
|
"eval_overall_f1": 0.8944723618090452, |
|
"eval_overall_precision": 0.8811881188118812, |
|
"eval_overall_recall": 0.9081632653061225, |
|
"eval_runtime": 0.2924, |
|
"eval_samples_per_second": 581.478, |
|
"eval_steps_per_second": 10.261, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 0.9416435956954956, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.0916, |
|
"step": 576 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_LOCATION_f1": 0.7722772277227723, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.6724137931034483, |
|
"eval_LOCATION_recall": 0.9069767441860465, |
|
"eval_ORGANIZATION_f1": 0.8408408408408408, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9032258064516129, |
|
"eval_ORGANIZATION_recall": 0.7865168539325843, |
|
"eval_PERSON_f1": 0.9689922480620154, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9615384615384616, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.07187766581773758, |
|
"eval_overall_accuracy": 0.9743589743589743, |
|
"eval_overall_f1": 0.8650693568726356, |
|
"eval_overall_precision": 0.8553615960099751, |
|
"eval_overall_recall": 0.875, |
|
"eval_runtime": 0.2897, |
|
"eval_samples_per_second": 586.733, |
|
"eval_steps_per_second": 10.354, |
|
"step": 576 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 0.4728829860687256, |
|
"learning_rate": 4.6500000000000005e-05, |
|
"loss": 0.0815, |
|
"step": 672 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_LOCATION_f1": 0.8505747126436781, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8409090909090909, |
|
"eval_LOCATION_recall": 0.8604651162790697, |
|
"eval_ORGANIZATION_f1": 0.9051490514905149, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.8743455497382199, |
|
"eval_ORGANIZATION_recall": 0.9382022471910112, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.052802398800849915, |
|
"eval_overall_accuracy": 0.9840755735492578, |
|
"eval_overall_f1": 0.9172932330827067, |
|
"eval_overall_precision": 0.9014778325123153, |
|
"eval_overall_recall": 0.9336734693877551, |
|
"eval_runtime": 0.2893, |
|
"eval_samples_per_second": 587.658, |
|
"eval_steps_per_second": 10.37, |
|
"step": 672 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 0.4887949526309967, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.0776, |
|
"step": 768 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_LOCATION_f1": 0.8771929824561403, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8823529411764706, |
|
"eval_LOCATION_recall": 0.872093023255814, |
|
"eval_ORGANIZATION_f1": 0.9116022099447514, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.8967391304347826, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9725490196078432, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9763779527559056, |
|
"eval_PERSON_recall": 0.96875, |
|
"eval_loss": 0.05136692896485329, |
|
"eval_overall_accuracy": 0.982995951417004, |
|
"eval_overall_f1": 0.9238578680203046, |
|
"eval_overall_precision": 0.9191919191919192, |
|
"eval_overall_recall": 0.9285714285714286, |
|
"eval_runtime": 0.2896, |
|
"eval_samples_per_second": 587.103, |
|
"eval_steps_per_second": 10.361, |
|
"step": 768 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 0.5312128067016602, |
|
"learning_rate": 4.55e-05, |
|
"loss": 0.0697, |
|
"step": 864 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_LOCATION_f1": 0.8677248677248678, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.7961165048543689, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.8914285714285715, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9069767441860465, |
|
"eval_ORGANIZATION_recall": 0.8764044943820225, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.051918163895606995, |
|
"eval_overall_accuracy": 0.9824561403508771, |
|
"eval_overall_f1": 0.9143576826196474, |
|
"eval_overall_precision": 0.9029850746268657, |
|
"eval_overall_recall": 0.9260204081632653, |
|
"eval_runtime": 0.291, |
|
"eval_samples_per_second": 584.135, |
|
"eval_steps_per_second": 10.308, |
|
"step": 864 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 0.7800296545028687, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.0641, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_LOCATION_f1": 0.8770053475935828, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8118811881188119, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.8945868945868946, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9075144508670521, |
|
"eval_ORGANIZATION_recall": 0.8820224719101124, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05729928985238075, |
|
"eval_overall_accuracy": 0.9802968960863697, |
|
"eval_overall_f1": 0.9168765743073048, |
|
"eval_overall_precision": 0.9054726368159204, |
|
"eval_overall_recall": 0.9285714285714286, |
|
"eval_runtime": 0.2894, |
|
"eval_samples_per_second": 587.422, |
|
"eval_steps_per_second": 10.366, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"grad_norm": 0.5551481246948242, |
|
"learning_rate": 4.4500000000000004e-05, |
|
"loss": 0.0613, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9279538904899135, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9526627218934911, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.049437254667282104, |
|
"eval_overall_accuracy": 0.9854251012145749, |
|
"eval_overall_f1": 0.940127388535032, |
|
"eval_overall_precision": 0.9389312977099237, |
|
"eval_overall_recall": 0.9413265306122449, |
|
"eval_runtime": 0.2886, |
|
"eval_samples_per_second": 588.966, |
|
"eval_steps_per_second": 10.394, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 0.44838830828666687, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.0578, |
|
"step": 1152 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_LOCATION_f1": 0.8901098901098902, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.84375, |
|
"eval_LOCATION_recall": 0.9418604651162791, |
|
"eval_ORGANIZATION_f1": 0.9055555555555556, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.8956043956043956, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9727626459143969, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9689922480620154, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04607177525758743, |
|
"eval_overall_accuracy": 0.9856950067476383, |
|
"eval_overall_f1": 0.9236545682102628, |
|
"eval_overall_precision": 0.9066339066339066, |
|
"eval_overall_recall": 0.9413265306122449, |
|
"eval_runtime": 0.2882, |
|
"eval_samples_per_second": 589.933, |
|
"eval_steps_per_second": 10.411, |
|
"step": 1152 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"grad_norm": 0.8234059810638428, |
|
"learning_rate": 4.35e-05, |
|
"loss": 0.0527, |
|
"step": 1248 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_LOCATION_f1": 0.8913043478260869, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8367346938775511, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9080459770114941, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9294117647058824, |
|
"eval_ORGANIZATION_recall": 0.8876404494382022, |
|
"eval_PERSON_f1": 0.9612403100775193, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9538461538461539, |
|
"eval_PERSON_recall": 0.96875, |
|
"eval_loss": 0.058097951114177704, |
|
"eval_overall_accuracy": 0.9827260458839406, |
|
"eval_overall_f1": 0.9215189873417722, |
|
"eval_overall_precision": 0.914572864321608, |
|
"eval_overall_recall": 0.9285714285714286, |
|
"eval_runtime": 0.2908, |
|
"eval_samples_per_second": 584.659, |
|
"eval_steps_per_second": 10.318, |
|
"step": 1248 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"grad_norm": 0.21934597194194794, |
|
"learning_rate": 4.3e-05, |
|
"loss": 0.0485, |
|
"step": 1344 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_LOCATION_f1": 0.8666666666666666, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8297872340425532, |
|
"eval_LOCATION_recall": 0.9069767441860465, |
|
"eval_ORGANIZATION_f1": 0.9173789173789175, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.930635838150289, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9689922480620154, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9615384615384616, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05226796120405197, |
|
"eval_overall_accuracy": 0.982995951417004, |
|
"eval_overall_f1": 0.9226869455006337, |
|
"eval_overall_precision": 0.9168765743073047, |
|
"eval_overall_recall": 0.9285714285714286, |
|
"eval_runtime": 0.2895, |
|
"eval_samples_per_second": 587.264, |
|
"eval_steps_per_second": 10.363, |
|
"step": 1344 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"grad_norm": 0.8115574717521667, |
|
"learning_rate": 4.25e-05, |
|
"loss": 0.0467, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_LOCATION_f1": 0.8977272727272728, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8777777777777778, |
|
"eval_LOCATION_recall": 0.9186046511627907, |
|
"eval_ORGANIZATION_f1": 0.9239436619718311, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9265536723163842, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9689922480620154, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9615384615384616, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.0490017831325531, |
|
"eval_overall_accuracy": 0.9848852901484481, |
|
"eval_overall_f1": 0.9328263624841572, |
|
"eval_overall_precision": 0.9269521410579346, |
|
"eval_overall_recall": 0.9387755102040817, |
|
"eval_runtime": 0.2927, |
|
"eval_samples_per_second": 580.716, |
|
"eval_steps_per_second": 10.248, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"grad_norm": 1.156256914138794, |
|
"learning_rate": 4.2e-05, |
|
"loss": 0.0459, |
|
"step": 1536 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_LOCATION_f1": 0.8839779005524862, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8421052631578947, |
|
"eval_LOCATION_recall": 0.9302325581395349, |
|
"eval_ORGANIZATION_f1": 0.92090395480226, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9261363636363636, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9649805447470817, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9612403100775194, |
|
"eval_PERSON_recall": 0.96875, |
|
"eval_loss": 0.046931665390729904, |
|
"eval_overall_accuracy": 0.9865047233468286, |
|
"eval_overall_f1": 0.9267676767676768, |
|
"eval_overall_precision": 0.9175, |
|
"eval_overall_recall": 0.9362244897959183, |
|
"eval_runtime": 0.2894, |
|
"eval_samples_per_second": 587.341, |
|
"eval_steps_per_second": 10.365, |
|
"step": 1536 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"grad_norm": 0.4832126200199127, |
|
"learning_rate": 4.15e-05, |
|
"loss": 0.0449, |
|
"step": 1632 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_LOCATION_f1": 0.9060773480662985, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8631578947368421, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9126760563380282, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9152542372881356, |
|
"eval_ORGANIZATION_recall": 0.9101123595505618, |
|
"eval_PERSON_f1": 0.9689922480620154, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9615384615384616, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.048053063452243805, |
|
"eval_overall_accuracy": 0.9854251012145749, |
|
"eval_overall_f1": 0.929471032745592, |
|
"eval_overall_precision": 0.917910447761194, |
|
"eval_overall_recall": 0.9413265306122449, |
|
"eval_runtime": 0.2919, |
|
"eval_samples_per_second": 582.34, |
|
"eval_steps_per_second": 10.277, |
|
"step": 1632 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"grad_norm": 0.5611772537231445, |
|
"learning_rate": 4.1e-05, |
|
"loss": 0.0419, |
|
"step": 1728 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_LOCATION_f1": 0.888888888888889, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.851063829787234, |
|
"eval_LOCATION_recall": 0.9302325581395349, |
|
"eval_ORGANIZATION_f1": 0.9132947976878611, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9404761904761905, |
|
"eval_ORGANIZATION_recall": 0.8876404494382022, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.051899902522563934, |
|
"eval_overall_accuracy": 0.9843454790823212, |
|
"eval_overall_f1": 0.928388746803069, |
|
"eval_overall_precision": 0.9307692307692308, |
|
"eval_overall_recall": 0.9260204081632653, |
|
"eval_runtime": 0.2872, |
|
"eval_samples_per_second": 591.978, |
|
"eval_steps_per_second": 10.447, |
|
"step": 1728 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"grad_norm": 0.35904592275619507, |
|
"learning_rate": 4.05e-05, |
|
"loss": 0.0408, |
|
"step": 1824 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_LOCATION_f1": 0.9132947976878613, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.9080459770114943, |
|
"eval_LOCATION_recall": 0.9186046511627907, |
|
"eval_ORGANIZATION_f1": 0.9444444444444444, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9340659340659341, |
|
"eval_ORGANIZATION_recall": 0.9550561797752809, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.040789972990751266, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9480354879594423, |
|
"eval_overall_precision": 0.9420654911838791, |
|
"eval_overall_recall": 0.9540816326530612, |
|
"eval_runtime": 0.2833, |
|
"eval_samples_per_second": 600.027, |
|
"eval_steps_per_second": 10.589, |
|
"step": 1824 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"grad_norm": 0.4714739918708801, |
|
"learning_rate": 4e-05, |
|
"loss": 0.0378, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_LOCATION_f1": 0.8648648648648648, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8080808080808081, |
|
"eval_LOCATION_recall": 0.9302325581395349, |
|
"eval_ORGANIZATION_f1": 0.9230769230769231, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9364161849710982, |
|
"eval_ORGANIZATION_recall": 0.9101123595505618, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.0570121705532074, |
|
"eval_overall_accuracy": 0.9851551956815114, |
|
"eval_overall_f1": 0.9267676767676768, |
|
"eval_overall_precision": 0.9175, |
|
"eval_overall_recall": 0.9362244897959183, |
|
"eval_runtime": 0.2939, |
|
"eval_samples_per_second": 578.495, |
|
"eval_steps_per_second": 10.209, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"grad_norm": 0.9169831275939941, |
|
"learning_rate": 3.9500000000000005e-05, |
|
"loss": 0.0373, |
|
"step": 2016 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_LOCATION_f1": 0.9060773480662985, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8631578947368421, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9217391304347825, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9520958083832335, |
|
"eval_ORGANIZATION_recall": 0.8932584269662921, |
|
"eval_PERSON_f1": 0.9727626459143969, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9689922480620154, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.0537736676633358, |
|
"eval_overall_accuracy": 0.9846153846153847, |
|
"eval_overall_f1": 0.9348659003831418, |
|
"eval_overall_precision": 0.9360613810741688, |
|
"eval_overall_recall": 0.9336734693877551, |
|
"eval_runtime": 0.2912, |
|
"eval_samples_per_second": 583.82, |
|
"eval_steps_per_second": 10.303, |
|
"step": 2016 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"grad_norm": 0.6727938055992126, |
|
"learning_rate": 3.9000000000000006e-05, |
|
"loss": 0.0369, |
|
"step": 2112 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_LOCATION_f1": 0.8852459016393444, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8350515463917526, |
|
"eval_LOCATION_recall": 0.9418604651162791, |
|
"eval_ORGANIZATION_f1": 0.9230769230769231, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9364161849710982, |
|
"eval_ORGANIZATION_recall": 0.9101123595505618, |
|
"eval_PERSON_f1": 0.9727626459143969, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9689922480620154, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05055347830057144, |
|
"eval_overall_accuracy": 0.9854251012145749, |
|
"eval_overall_f1": 0.9304677623261693, |
|
"eval_overall_precision": 0.9223057644110275, |
|
"eval_overall_recall": 0.9387755102040817, |
|
"eval_runtime": 0.2852, |
|
"eval_samples_per_second": 596.115, |
|
"eval_steps_per_second": 10.52, |
|
"step": 2112 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"grad_norm": 0.7414480447769165, |
|
"learning_rate": 3.85e-05, |
|
"loss": 0.0357, |
|
"step": 2208 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9344729344729344, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9479768786127167, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9727626459143969, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9689922480620154, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.0469173826277256, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9417721518987343, |
|
"eval_overall_precision": 0.9346733668341709, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2847, |
|
"eval_samples_per_second": 597.072, |
|
"eval_steps_per_second": 10.537, |
|
"step": 2208 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"grad_norm": 1.0000765323638916, |
|
"learning_rate": 3.8e-05, |
|
"loss": 0.0347, |
|
"step": 2304 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_LOCATION_f1": 0.9162011173184358, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8817204301075269, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9295774647887324, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9322033898305084, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.049894943833351135, |
|
"eval_overall_accuracy": 0.9859649122807017, |
|
"eval_overall_f1": 0.9417721518987343, |
|
"eval_overall_precision": 0.9346733668341709, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2944, |
|
"eval_samples_per_second": 577.418, |
|
"eval_steps_per_second": 10.19, |
|
"step": 2304 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"grad_norm": 0.3176489472389221, |
|
"learning_rate": 3.7500000000000003e-05, |
|
"loss": 0.034, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_LOCATION_f1": 0.898876404494382, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8695652173913043, |
|
"eval_LOCATION_recall": 0.9302325581395349, |
|
"eval_ORGANIZATION_f1": 0.9261363636363636, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9367816091954023, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9727626459143969, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9689922480620154, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04717560485005379, |
|
"eval_overall_accuracy": 0.9867746288798921, |
|
"eval_overall_f1": 0.9351969504447268, |
|
"eval_overall_precision": 0.9316455696202531, |
|
"eval_overall_recall": 0.9387755102040817, |
|
"eval_runtime": 0.2868, |
|
"eval_samples_per_second": 592.669, |
|
"eval_steps_per_second": 10.459, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"grad_norm": 0.08714733272790909, |
|
"learning_rate": 3.7e-05, |
|
"loss": 0.031, |
|
"step": 2496 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_LOCATION_f1": 0.9171270718232045, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8736842105263158, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9230769230769231, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9364161849710982, |
|
"eval_ORGANIZATION_recall": 0.9101123595505618, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04282020777463913, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9390862944162437, |
|
"eval_overall_precision": 0.9343434343434344, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2852, |
|
"eval_samples_per_second": 596.048, |
|
"eval_steps_per_second": 10.518, |
|
"step": 2496 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"grad_norm": 0.43710198998451233, |
|
"learning_rate": 3.65e-05, |
|
"loss": 0.0302, |
|
"step": 2592 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_LOCATION_f1": 0.8983957219251336, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8316831683168316, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9147727272727272, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9252873563218391, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.051920317113399506, |
|
"eval_overall_accuracy": 0.9867746288798921, |
|
"eval_overall_f1": 0.9308176100628932, |
|
"eval_overall_precision": 0.9181141439205955, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2845, |
|
"eval_samples_per_second": 597.548, |
|
"eval_steps_per_second": 10.545, |
|
"step": 2592 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"grad_norm": 0.4664277732372284, |
|
"learning_rate": 3.6e-05, |
|
"loss": 0.0288, |
|
"step": 2688 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_LOCATION_f1": 0.9152542372881357, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8901098901098901, |
|
"eval_LOCATION_recall": 0.9418604651162791, |
|
"eval_ORGANIZATION_f1": 0.9411764705882353, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9385474860335196, |
|
"eval_ORGANIZATION_recall": 0.9438202247191011, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04365524277091026, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9480354879594423, |
|
"eval_overall_precision": 0.9420654911838791, |
|
"eval_overall_recall": 0.9540816326530612, |
|
"eval_runtime": 0.2877, |
|
"eval_samples_per_second": 590.884, |
|
"eval_steps_per_second": 10.427, |
|
"step": 2688 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"grad_norm": 0.24498505890369415, |
|
"learning_rate": 3.55e-05, |
|
"loss": 0.0282, |
|
"step": 2784 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_LOCATION_f1": 0.9265536723163842, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.9010989010989011, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9441340782122906, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9388888888888889, |
|
"eval_ORGANIZATION_recall": 0.949438202247191, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04060957208275795, |
|
"eval_overall_accuracy": 0.9902834008097166, |
|
"eval_overall_f1": 0.9518987341772152, |
|
"eval_overall_precision": 0.9447236180904522, |
|
"eval_overall_recall": 0.9591836734693877, |
|
"eval_runtime": 0.2868, |
|
"eval_samples_per_second": 592.749, |
|
"eval_steps_per_second": 10.46, |
|
"step": 2784 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"grad_norm": 0.4071507155895233, |
|
"learning_rate": 3.5e-05, |
|
"loss": 0.0279, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_LOCATION_f1": 0.9021739130434784, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8469387755102041, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9485714285714285, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9651162790697675, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05195392295718193, |
|
"eval_overall_accuracy": 0.9862348178137652, |
|
"eval_overall_f1": 0.9468354430379746, |
|
"eval_overall_precision": 0.9396984924623115, |
|
"eval_overall_recall": 0.9540816326530612, |
|
"eval_runtime": 0.2868, |
|
"eval_samples_per_second": 592.644, |
|
"eval_steps_per_second": 10.458, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"grad_norm": 0.060660116374492645, |
|
"learning_rate": 3.45e-05, |
|
"loss": 0.0261, |
|
"step": 2976 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"eval_LOCATION_f1": 0.8983957219251336, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8316831683168316, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9173789173789175, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.930635838150289, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04885789752006531, |
|
"eval_overall_accuracy": 0.9867746288798921, |
|
"eval_overall_f1": 0.9319899244332494, |
|
"eval_overall_precision": 0.9203980099502488, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.289, |
|
"eval_samples_per_second": 588.215, |
|
"eval_steps_per_second": 10.38, |
|
"step": 2976 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"grad_norm": 0.9730001091957092, |
|
"learning_rate": 3.4000000000000007e-05, |
|
"loss": 0.0239, |
|
"step": 3072 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"eval_LOCATION_f1": 0.9010989010989011, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8541666666666666, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9235127478753541, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9314285714285714, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.0425848551094532, |
|
"eval_overall_accuracy": 0.9889338731443995, |
|
"eval_overall_f1": 0.9355246523388117, |
|
"eval_overall_precision": 0.9273182957393483, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2918, |
|
"eval_samples_per_second": 582.529, |
|
"eval_steps_per_second": 10.28, |
|
"step": 3072 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"grad_norm": 0.8699120879173279, |
|
"learning_rate": 3.35e-05, |
|
"loss": 0.0262, |
|
"step": 3168 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"eval_LOCATION_f1": 0.8999999999999999, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8617021276595744, |
|
"eval_LOCATION_recall": 0.9418604651162791, |
|
"eval_ORGANIZATION_f1": 0.9265536723163842, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9318181818181818, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05084100738167763, |
|
"eval_overall_accuracy": 0.9865047233468286, |
|
"eval_overall_f1": 0.9367088607594937, |
|
"eval_overall_precision": 0.9296482412060302, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2871, |
|
"eval_samples_per_second": 592.208, |
|
"eval_steps_per_second": 10.451, |
|
"step": 3168 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"grad_norm": 0.08233151584863663, |
|
"learning_rate": 3.3e-05, |
|
"loss": 0.0233, |
|
"step": 3264 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"eval_LOCATION_f1": 0.9050279329608939, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8709677419354839, |
|
"eval_LOCATION_recall": 0.9418604651162791, |
|
"eval_ORGANIZATION_f1": 0.9291784702549575, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9371428571428572, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05224703624844551, |
|
"eval_overall_accuracy": 0.9867746288798921, |
|
"eval_overall_f1": 0.9390862944162437, |
|
"eval_overall_precision": 0.9343434343434344, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2869, |
|
"eval_samples_per_second": 592.499, |
|
"eval_steps_per_second": 10.456, |
|
"step": 3264 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"grad_norm": 0.5700938701629639, |
|
"learning_rate": 3.2500000000000004e-05, |
|
"loss": 0.0234, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"eval_LOCATION_f1": 0.907103825136612, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8556701030927835, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.942857142857143, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9593023255813954, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04535231739282608, |
|
"eval_overall_accuracy": 0.9889338731443995, |
|
"eval_overall_f1": 0.9467005076142132, |
|
"eval_overall_precision": 0.9419191919191919, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.286, |
|
"eval_samples_per_second": 594.352, |
|
"eval_steps_per_second": 10.489, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"grad_norm": 0.6118347644805908, |
|
"learning_rate": 3.2000000000000005e-05, |
|
"loss": 0.0242, |
|
"step": 3456 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"eval_LOCATION_f1": 0.9060773480662985, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8631578947368421, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9575070821529745, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9657142857142857, |
|
"eval_ORGANIZATION_recall": 0.949438202247191, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04519454017281532, |
|
"eval_overall_accuracy": 0.9892037786774629, |
|
"eval_overall_f1": 0.9531051964512041, |
|
"eval_overall_precision": 0.947103274559194, |
|
"eval_overall_recall": 0.9591836734693877, |
|
"eval_runtime": 0.2873, |
|
"eval_samples_per_second": 591.669, |
|
"eval_steps_per_second": 10.441, |
|
"step": 3456 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"grad_norm": 0.45790621638298035, |
|
"learning_rate": 3.15e-05, |
|
"loss": 0.0223, |
|
"step": 3552 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"eval_LOCATION_f1": 0.9111111111111112, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8723404255319149, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9378531073446328, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9431818181818182, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04222346469759941, |
|
"eval_overall_accuracy": 0.9892037786774629, |
|
"eval_overall_f1": 0.9443037974683544, |
|
"eval_overall_precision": 0.9371859296482412, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2862, |
|
"eval_samples_per_second": 593.973, |
|
"eval_steps_per_second": 10.482, |
|
"step": 3552 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"grad_norm": 0.19207726418972015, |
|
"learning_rate": 3.1e-05, |
|
"loss": 0.0225, |
|
"step": 3648 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"eval_LOCATION_f1": 0.8817204301075269, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.82, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9169054441260744, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.935672514619883, |
|
"eval_ORGANIZATION_recall": 0.898876404494382, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.048989761620759964, |
|
"eval_overall_accuracy": 0.9859649122807017, |
|
"eval_overall_f1": 0.9279393173198484, |
|
"eval_overall_precision": 0.9197994987468672, |
|
"eval_overall_recall": 0.9362244897959183, |
|
"eval_runtime": 0.2875, |
|
"eval_samples_per_second": 591.343, |
|
"eval_steps_per_second": 10.435, |
|
"step": 3648 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"grad_norm": 0.19408129155635834, |
|
"learning_rate": 3.05e-05, |
|
"loss": 0.0233, |
|
"step": 3744 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"eval_LOCATION_f1": 0.908108108108108, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8484848484848485, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9325842696629213, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9325842696629213, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05212869122624397, |
|
"eval_overall_accuracy": 0.9870445344129555, |
|
"eval_overall_f1": 0.9410288582183187, |
|
"eval_overall_precision": 0.9259259259259259, |
|
"eval_overall_recall": 0.9566326530612245, |
|
"eval_runtime": 0.2889, |
|
"eval_samples_per_second": 588.505, |
|
"eval_steps_per_second": 10.385, |
|
"step": 3744 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"grad_norm": 0.1511041224002838, |
|
"learning_rate": 3e-05, |
|
"loss": 0.0197, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"eval_LOCATION_f1": 0.9050279329608939, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8709677419354839, |
|
"eval_LOCATION_recall": 0.9418604651162791, |
|
"eval_ORGANIZATION_f1": 0.9362880886426592, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9234972677595629, |
|
"eval_ORGANIZATION_recall": 0.949438202247191, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.048837099224328995, |
|
"eval_overall_accuracy": 0.9883940620782726, |
|
"eval_overall_f1": 0.9433962264150944, |
|
"eval_overall_precision": 0.9305210918114144, |
|
"eval_overall_recall": 0.9566326530612245, |
|
"eval_runtime": 0.2873, |
|
"eval_samples_per_second": 591.774, |
|
"eval_steps_per_second": 10.443, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"grad_norm": 0.0778215155005455, |
|
"learning_rate": 2.95e-05, |
|
"loss": 0.0205, |
|
"step": 3936 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"eval_LOCATION_f1": 0.9162011173184358, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8817204301075269, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9352112676056338, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9378531073446328, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04943624511361122, |
|
"eval_overall_accuracy": 0.9883940620782726, |
|
"eval_overall_f1": 0.9443037974683544, |
|
"eval_overall_precision": 0.9371859296482412, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2874, |
|
"eval_samples_per_second": 591.444, |
|
"eval_steps_per_second": 10.437, |
|
"step": 3936 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"grad_norm": 1.0895295143127441, |
|
"learning_rate": 2.9e-05, |
|
"loss": 0.0206, |
|
"step": 4032 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"eval_LOCATION_f1": 0.9142857142857143, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.898876404494382, |
|
"eval_LOCATION_recall": 0.9302325581395349, |
|
"eval_ORGANIZATION_f1": 0.9352112676056338, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9378531073446328, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04356543719768524, |
|
"eval_overall_accuracy": 0.988663967611336, |
|
"eval_overall_f1": 0.9440203562340966, |
|
"eval_overall_precision": 0.9416243654822335, |
|
"eval_overall_recall": 0.9464285714285714, |
|
"eval_runtime": 0.2866, |
|
"eval_samples_per_second": 593.189, |
|
"eval_steps_per_second": 10.468, |
|
"step": 4032 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"grad_norm": 0.10658109933137894, |
|
"learning_rate": 2.8499999999999998e-05, |
|
"loss": 0.0194, |
|
"step": 4128 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"eval_LOCATION_f1": 0.9111111111111112, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8723404255319149, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9405099150141643, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9485714285714286, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.047641169279813766, |
|
"eval_overall_accuracy": 0.9889338731443995, |
|
"eval_overall_f1": 0.9455006337135614, |
|
"eval_overall_precision": 0.9395465994962217, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2889, |
|
"eval_samples_per_second": 588.521, |
|
"eval_steps_per_second": 10.386, |
|
"step": 4128 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"grad_norm": 0.7513548731803894, |
|
"learning_rate": 2.8000000000000003e-05, |
|
"loss": 0.019, |
|
"step": 4224 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"eval_LOCATION_f1": 0.8961748633879781, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.845360824742268, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9310344827586207, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9529411764705882, |
|
"eval_ORGANIZATION_recall": 0.9101123595505618, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05172840505838394, |
|
"eval_overall_accuracy": 0.9875843454790824, |
|
"eval_overall_f1": 0.9377382465057178, |
|
"eval_overall_precision": 0.9341772151898734, |
|
"eval_overall_recall": 0.9413265306122449, |
|
"eval_runtime": 0.2886, |
|
"eval_samples_per_second": 589.07, |
|
"eval_steps_per_second": 10.395, |
|
"step": 4224 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"grad_norm": 0.8231066465377808, |
|
"learning_rate": 2.7500000000000004e-05, |
|
"loss": 0.0199, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"eval_LOCATION_f1": 0.9060773480662985, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8631578947368421, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9431818181818182, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9540229885057471, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.049038875848054886, |
|
"eval_overall_accuracy": 0.9881241565452091, |
|
"eval_overall_f1": 0.9455006337135614, |
|
"eval_overall_precision": 0.9395465994962217, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2858, |
|
"eval_samples_per_second": 594.841, |
|
"eval_steps_per_second": 10.497, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"grad_norm": 0.19870945811271667, |
|
"learning_rate": 2.7000000000000002e-05, |
|
"loss": 0.0165, |
|
"step": 4416 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"eval_LOCATION_f1": 0.9180327868852459, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.865979381443299, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9226361031518625, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9415204678362573, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.057863056659698486, |
|
"eval_overall_accuracy": 0.9862348178137652, |
|
"eval_overall_f1": 0.9390862944162437, |
|
"eval_overall_precision": 0.9343434343434344, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2884, |
|
"eval_samples_per_second": 589.486, |
|
"eval_steps_per_second": 10.403, |
|
"step": 4416 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"grad_norm": 0.2438984364271164, |
|
"learning_rate": 2.6500000000000004e-05, |
|
"loss": 0.0178, |
|
"step": 4512 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"eval_LOCATION_f1": 0.9010989010989011, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8541666666666666, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9287749287749287, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9421965317919075, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.052241381257772446, |
|
"eval_overall_accuracy": 0.9875843454790824, |
|
"eval_overall_f1": 0.9390862944162437, |
|
"eval_overall_precision": 0.9343434343434344, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.285, |
|
"eval_samples_per_second": 596.467, |
|
"eval_steps_per_second": 10.526, |
|
"step": 4512 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"grad_norm": 2.206496238708496, |
|
"learning_rate": 2.6000000000000002e-05, |
|
"loss": 0.0173, |
|
"step": 4608 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"eval_LOCATION_f1": 0.9060773480662985, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8631578947368421, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9352112676056338, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9378531073446328, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05471523106098175, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.943109987357775, |
|
"eval_overall_precision": 0.9348370927318296, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2856, |
|
"eval_samples_per_second": 595.237, |
|
"eval_steps_per_second": 10.504, |
|
"step": 4608 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"grad_norm": 0.10019052773714066, |
|
"learning_rate": 2.5500000000000003e-05, |
|
"loss": 0.0176, |
|
"step": 4704 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"eval_LOCATION_f1": 0.9060773480662985, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8631578947368421, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.942857142857143, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9593023255813954, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.0536094605922699, |
|
"eval_overall_accuracy": 0.9873144399460189, |
|
"eval_overall_f1": 0.9453621346886911, |
|
"eval_overall_precision": 0.9417721518987342, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2876, |
|
"eval_samples_per_second": 591.131, |
|
"eval_steps_per_second": 10.432, |
|
"step": 4704 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"grad_norm": 0.3046879768371582, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.0173, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"eval_LOCATION_f1": 0.8926553672316384, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8681318681318682, |
|
"eval_LOCATION_recall": 0.9186046511627907, |
|
"eval_ORGANIZATION_f1": 0.9405099150141643, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9485714285714286, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05412731319665909, |
|
"eval_overall_accuracy": 0.9870445344129555, |
|
"eval_overall_f1": 0.9426751592356687, |
|
"eval_overall_precision": 0.9414758269720102, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2877, |
|
"eval_samples_per_second": 590.925, |
|
"eval_steps_per_second": 10.428, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"grad_norm": 0.5300818681716919, |
|
"learning_rate": 2.45e-05, |
|
"loss": 0.016, |
|
"step": 4896 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"eval_LOCATION_f1": 0.893854748603352, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8602150537634409, |
|
"eval_LOCATION_recall": 0.9302325581395349, |
|
"eval_ORGANIZATION_f1": 0.9164265129682998, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9408284023668639, |
|
"eval_ORGANIZATION_recall": 0.8932584269662921, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.053407933562994, |
|
"eval_overall_accuracy": 0.9851551956815114, |
|
"eval_overall_f1": 0.9309462915601023, |
|
"eval_overall_precision": 0.9333333333333333, |
|
"eval_overall_recall": 0.9285714285714286, |
|
"eval_runtime": 0.2844, |
|
"eval_samples_per_second": 597.677, |
|
"eval_steps_per_second": 10.547, |
|
"step": 4896 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"grad_norm": 0.40124499797821045, |
|
"learning_rate": 2.4e-05, |
|
"loss": 0.0144, |
|
"step": 4992 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"eval_LOCATION_f1": 0.9050279329608939, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8709677419354839, |
|
"eval_LOCATION_recall": 0.9418604651162791, |
|
"eval_ORGANIZATION_f1": 0.9261363636363636, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9367816091954023, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.056055791676044464, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9389312977099236, |
|
"eval_overall_precision": 0.9365482233502538, |
|
"eval_overall_recall": 0.9413265306122449, |
|
"eval_runtime": 0.2853, |
|
"eval_samples_per_second": 595.839, |
|
"eval_steps_per_second": 10.515, |
|
"step": 4992 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"grad_norm": 0.657749593257904, |
|
"learning_rate": 2.35e-05, |
|
"loss": 0.0163, |
|
"step": 5088 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"eval_LOCATION_f1": 0.9171270718232045, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8736842105263158, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9295774647887324, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9322033898305084, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06042208895087242, |
|
"eval_overall_accuracy": 0.9875843454790824, |
|
"eval_overall_f1": 0.9419191919191919, |
|
"eval_overall_precision": 0.9325, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2853, |
|
"eval_samples_per_second": 595.767, |
|
"eval_steps_per_second": 10.514, |
|
"step": 5088 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"grad_norm": 0.1539894938468933, |
|
"learning_rate": 2.3000000000000003e-05, |
|
"loss": 0.0157, |
|
"step": 5184 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"eval_LOCATION_f1": 0.9171270718232045, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8736842105263158, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9261363636363636, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9367816091954023, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05426372215151787, |
|
"eval_overall_accuracy": 0.9867746288798921, |
|
"eval_overall_f1": 0.9404309252217997, |
|
"eval_overall_precision": 0.9345088161209067, |
|
"eval_overall_recall": 0.9464285714285714, |
|
"eval_runtime": 0.2861, |
|
"eval_samples_per_second": 594.212, |
|
"eval_steps_per_second": 10.486, |
|
"step": 5184 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"grad_norm": 0.32259437441825867, |
|
"learning_rate": 2.25e-05, |
|
"loss": 0.015, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"eval_LOCATION_f1": 0.923076923076923, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.875, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9261363636363636, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9367816091954023, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05390578880906105, |
|
"eval_overall_accuracy": 0.9875843454790824, |
|
"eval_overall_f1": 0.9417721518987343, |
|
"eval_overall_precision": 0.9346733668341709, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2856, |
|
"eval_samples_per_second": 595.161, |
|
"eval_steps_per_second": 10.503, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"grad_norm": 0.5262906551361084, |
|
"learning_rate": 2.2000000000000003e-05, |
|
"loss": 0.0124, |
|
"step": 5376 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9199999999999999, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.936046511627907, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05794522911310196, |
|
"eval_overall_accuracy": 0.9867746288798921, |
|
"eval_overall_f1": 0.9365482233502538, |
|
"eval_overall_precision": 0.9318181818181818, |
|
"eval_overall_recall": 0.9413265306122449, |
|
"eval_runtime": 0.2859, |
|
"eval_samples_per_second": 594.585, |
|
"eval_steps_per_second": 10.493, |
|
"step": 5376 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"grad_norm": 0.7698050737380981, |
|
"learning_rate": 2.15e-05, |
|
"loss": 0.0143, |
|
"step": 5472 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"eval_LOCATION_f1": 0.9032258064516129, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.84, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9096045197740114, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9147727272727273, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05896604061126709, |
|
"eval_overall_accuracy": 0.9859649122807017, |
|
"eval_overall_f1": 0.9296482412060302, |
|
"eval_overall_precision": 0.9158415841584159, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2874, |
|
"eval_samples_per_second": 591.525, |
|
"eval_steps_per_second": 10.439, |
|
"step": 5472 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"grad_norm": 0.1310461163520813, |
|
"learning_rate": 2.1e-05, |
|
"loss": 0.014, |
|
"step": 5568 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"eval_LOCATION_f1": 0.9180327868852459, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.865979381443299, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9226361031518625, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9415204678362573, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06076360121369362, |
|
"eval_overall_accuracy": 0.9867746288798921, |
|
"eval_overall_f1": 0.9390862944162437, |
|
"eval_overall_precision": 0.9343434343434344, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2854, |
|
"eval_samples_per_second": 595.564, |
|
"eval_steps_per_second": 10.51, |
|
"step": 5568 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"grad_norm": 0.25326842069625854, |
|
"learning_rate": 2.05e-05, |
|
"loss": 0.0139, |
|
"step": 5664 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"eval_LOCATION_f1": 0.9111111111111112, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8723404255319149, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9408450704225352, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.943502824858757, |
|
"eval_ORGANIZATION_recall": 0.9382022471910112, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.055396970361471176, |
|
"eval_overall_accuracy": 0.9873144399460189, |
|
"eval_overall_f1": 0.9456384323640962, |
|
"eval_overall_precision": 0.9373433583959899, |
|
"eval_overall_recall": 0.9540816326530612, |
|
"eval_runtime": 0.2846, |
|
"eval_samples_per_second": 597.225, |
|
"eval_steps_per_second": 10.539, |
|
"step": 5664 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"grad_norm": 0.4024540185928345, |
|
"learning_rate": 2e-05, |
|
"loss": 0.0147, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"eval_LOCATION_f1": 0.907103825136612, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8556701030927835, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9344729344729344, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9479768786127167, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05850914120674133, |
|
"eval_overall_accuracy": 0.9870445344129555, |
|
"eval_overall_f1": 0.9429657794676806, |
|
"eval_overall_precision": 0.9370277078085643, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2844, |
|
"eval_samples_per_second": 597.794, |
|
"eval_steps_per_second": 10.549, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"grad_norm": 0.25083741545677185, |
|
"learning_rate": 1.9500000000000003e-05, |
|
"loss": 0.0136, |
|
"step": 5856 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"eval_LOCATION_f1": 0.9111111111111112, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8723404255319149, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9408450704225352, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.943502824858757, |
|
"eval_ORGANIZATION_recall": 0.9382022471910112, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05618133023381233, |
|
"eval_overall_accuracy": 0.9870445344129555, |
|
"eval_overall_f1": 0.9456384323640962, |
|
"eval_overall_precision": 0.9373433583959899, |
|
"eval_overall_recall": 0.9540816326530612, |
|
"eval_runtime": 0.2844, |
|
"eval_samples_per_second": 597.741, |
|
"eval_steps_per_second": 10.548, |
|
"step": 5856 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"grad_norm": 0.43566325306892395, |
|
"learning_rate": 1.9e-05, |
|
"loss": 0.0134, |
|
"step": 5952 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"eval_LOCATION_f1": 0.9222222222222223, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8829787234042553, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.935933147632312, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9281767955801105, |
|
"eval_ORGANIZATION_recall": 0.9438202247191011, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05263877287507057, |
|
"eval_overall_accuracy": 0.9883940620782726, |
|
"eval_overall_f1": 0.9459119496855347, |
|
"eval_overall_precision": 0.9330024813895782, |
|
"eval_overall_recall": 0.9591836734693877, |
|
"eval_runtime": 0.2854, |
|
"eval_samples_per_second": 595.585, |
|
"eval_steps_per_second": 10.51, |
|
"step": 5952 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"grad_norm": 0.9059112071990967, |
|
"learning_rate": 1.85e-05, |
|
"loss": 0.014, |
|
"step": 6048 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"eval_LOCATION_f1": 0.9273743016759777, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8924731182795699, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9329608938547486, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9277777777777778, |
|
"eval_ORGANIZATION_recall": 0.9382022471910112, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05600650608539581, |
|
"eval_overall_accuracy": 0.9875843454790824, |
|
"eval_overall_f1": 0.9457755359394704, |
|
"eval_overall_precision": 0.9351620947630923, |
|
"eval_overall_recall": 0.9566326530612245, |
|
"eval_runtime": 0.2855, |
|
"eval_samples_per_second": 595.41, |
|
"eval_steps_per_second": 10.507, |
|
"step": 6048 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"grad_norm": 0.3811323046684265, |
|
"learning_rate": 1.8e-05, |
|
"loss": 0.0136, |
|
"step": 6144 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"eval_LOCATION_f1": 0.9213483146067417, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8913043478260869, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.935933147632312, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9281767955801105, |
|
"eval_ORGANIZATION_recall": 0.9438202247191011, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.04886498302221298, |
|
"eval_overall_accuracy": 0.9892037786774629, |
|
"eval_overall_f1": 0.9457755359394704, |
|
"eval_overall_precision": 0.9351620947630923, |
|
"eval_overall_recall": 0.9566326530612245, |
|
"eval_runtime": 0.2867, |
|
"eval_samples_per_second": 592.984, |
|
"eval_steps_per_second": 10.464, |
|
"step": 6144 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"grad_norm": 0.1959855705499649, |
|
"learning_rate": 1.75e-05, |
|
"loss": 0.0124, |
|
"step": 6240 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"eval_LOCATION_f1": 0.9273743016759777, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8924731182795699, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.96045197740113, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9659090909090909, |
|
"eval_ORGANIZATION_recall": 0.9550561797752809, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05504164472222328, |
|
"eval_overall_accuracy": 0.9894736842105263, |
|
"eval_overall_f1": 0.9593908629441624, |
|
"eval_overall_precision": 0.9545454545454546, |
|
"eval_overall_recall": 0.9642857142857143, |
|
"eval_runtime": 0.2849, |
|
"eval_samples_per_second": 596.763, |
|
"eval_steps_per_second": 10.531, |
|
"step": 6240 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"grad_norm": 0.23753449320793152, |
|
"learning_rate": 1.7000000000000003e-05, |
|
"loss": 0.0117, |
|
"step": 6336 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"eval_LOCATION_f1": 0.9060773480662985, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8631578947368421, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9431818181818182, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9540229885057471, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05207521840929985, |
|
"eval_overall_accuracy": 0.988663967611336, |
|
"eval_overall_f1": 0.9455006337135614, |
|
"eval_overall_precision": 0.9395465994962217, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.286, |
|
"eval_samples_per_second": 594.42, |
|
"eval_steps_per_second": 10.49, |
|
"step": 6336 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"grad_norm": 0.026631498709321022, |
|
"learning_rate": 1.65e-05, |
|
"loss": 0.0127, |
|
"step": 6432 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"eval_LOCATION_f1": 0.9060773480662985, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8631578947368421, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9545454545454545, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9655172413793104, |
|
"eval_ORGANIZATION_recall": 0.9438202247191011, |
|
"eval_PERSON_f1": 0.9803921568627452, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.984251968503937, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05086338892579079, |
|
"eval_overall_accuracy": 0.9892037786774629, |
|
"eval_overall_f1": 0.9517766497461929, |
|
"eval_overall_precision": 0.946969696969697, |
|
"eval_overall_recall": 0.9566326530612245, |
|
"eval_runtime": 0.2845, |
|
"eval_samples_per_second": 597.452, |
|
"eval_steps_per_second": 10.543, |
|
"step": 6432 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"grad_norm": 0.05703957751393318, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.012, |
|
"step": 6528 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"eval_LOCATION_f1": 0.9204545454545455, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.9, |
|
"eval_LOCATION_recall": 0.9418604651162791, |
|
"eval_ORGANIZATION_f1": 0.935933147632312, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9281767955801105, |
|
"eval_ORGANIZATION_recall": 0.9438202247191011, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05626333877444267, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9456384323640962, |
|
"eval_overall_precision": 0.9373433583959899, |
|
"eval_overall_recall": 0.9540816326530612, |
|
"eval_runtime": 0.2859, |
|
"eval_samples_per_second": 594.629, |
|
"eval_steps_per_second": 10.493, |
|
"step": 6528 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"grad_norm": 0.6835038661956787, |
|
"learning_rate": 1.55e-05, |
|
"loss": 0.0118, |
|
"step": 6624 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"eval_LOCATION_f1": 0.9180327868852459, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.865979381443299, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9375000000000001, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9482758620689655, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.054845135658979416, |
|
"eval_overall_accuracy": 0.988663967611336, |
|
"eval_overall_f1": 0.9456384323640962, |
|
"eval_overall_precision": 0.9373433583959899, |
|
"eval_overall_recall": 0.9540816326530612, |
|
"eval_runtime": 0.2853, |
|
"eval_samples_per_second": 595.873, |
|
"eval_steps_per_second": 10.515, |
|
"step": 6624 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"grad_norm": 0.3324280381202698, |
|
"learning_rate": 1.5e-05, |
|
"loss": 0.0119, |
|
"step": 6720 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"eval_LOCATION_f1": 0.907103825136612, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8556701030927835, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9322033898305084, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9375, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.059074658900499344, |
|
"eval_overall_accuracy": 0.9873144399460189, |
|
"eval_overall_f1": 0.9407313997477933, |
|
"eval_overall_precision": 0.9301745635910225, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2853, |
|
"eval_samples_per_second": 595.849, |
|
"eval_steps_per_second": 10.515, |
|
"step": 6720 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"grad_norm": 0.41472673416137695, |
|
"learning_rate": 1.45e-05, |
|
"loss": 0.0119, |
|
"step": 6816 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"eval_LOCATION_f1": 0.9213483146067417, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8913043478260869, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9388888888888889, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9285714285714286, |
|
"eval_ORGANIZATION_recall": 0.949438202247191, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.060846418142318726, |
|
"eval_overall_accuracy": 0.9870445344129555, |
|
"eval_overall_f1": 0.947103274559194, |
|
"eval_overall_precision": 0.9353233830845771, |
|
"eval_overall_recall": 0.9591836734693877, |
|
"eval_runtime": 0.2857, |
|
"eval_samples_per_second": 594.945, |
|
"eval_steps_per_second": 10.499, |
|
"step": 6816 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"grad_norm": 1.2578948736190796, |
|
"learning_rate": 1.4000000000000001e-05, |
|
"loss": 0.0102, |
|
"step": 6912 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"eval_LOCATION_f1": 0.9162011173184358, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8817204301075269, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9382022471910112, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9382022471910112, |
|
"eval_ORGANIZATION_recall": 0.9382022471910112, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.056985922157764435, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9456384323640962, |
|
"eval_overall_precision": 0.9373433583959899, |
|
"eval_overall_recall": 0.9540816326530612, |
|
"eval_runtime": 0.2874, |
|
"eval_samples_per_second": 591.423, |
|
"eval_steps_per_second": 10.437, |
|
"step": 6912 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"grad_norm": 0.3907749354839325, |
|
"learning_rate": 1.3500000000000001e-05, |
|
"loss": 0.0108, |
|
"step": 7008 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"eval_LOCATION_f1": 0.9130434782608695, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8571428571428571, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9287749287749287, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9421965317919075, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06016295775771141, |
|
"eval_overall_accuracy": 0.9875843454790824, |
|
"eval_overall_f1": 0.9405815423514539, |
|
"eval_overall_precision": 0.9323308270676691, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2875, |
|
"eval_samples_per_second": 591.247, |
|
"eval_steps_per_second": 10.434, |
|
"step": 7008 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"grad_norm": 0.14214874804019928, |
|
"learning_rate": 1.3000000000000001e-05, |
|
"loss": 0.0112, |
|
"step": 7104 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"eval_LOCATION_f1": 0.9010989010989011, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8541666666666666, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9314285714285714, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9476744186046512, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06054116040468216, |
|
"eval_overall_accuracy": 0.9870445344129555, |
|
"eval_overall_f1": 0.9390862944162437, |
|
"eval_overall_precision": 0.9343434343434344, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2859, |
|
"eval_samples_per_second": 594.654, |
|
"eval_steps_per_second": 10.494, |
|
"step": 7104 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"grad_norm": 0.3518529236316681, |
|
"learning_rate": 1.25e-05, |
|
"loss": 0.011, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"eval_LOCATION_f1": 0.9032258064516129, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.84, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9002849002849002, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9132947976878613, |
|
"eval_ORGANIZATION_recall": 0.8876404494382022, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06660357862710953, |
|
"eval_overall_accuracy": 0.9856950067476383, |
|
"eval_overall_f1": 0.9255989911727616, |
|
"eval_overall_precision": 0.9152119700748129, |
|
"eval_overall_recall": 0.9362244897959183, |
|
"eval_runtime": 0.291, |
|
"eval_samples_per_second": 584.169, |
|
"eval_steps_per_second": 10.309, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"grad_norm": 0.3386372923851013, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.0098, |
|
"step": 7296 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"eval_LOCATION_f1": 0.9111111111111112, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8723404255319149, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9325842696629213, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9325842696629213, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.057027120143175125, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9419191919191919, |
|
"eval_overall_precision": 0.9325, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2888, |
|
"eval_samples_per_second": 588.564, |
|
"eval_steps_per_second": 10.386, |
|
"step": 7296 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"grad_norm": 0.010590732097625732, |
|
"learning_rate": 1.1500000000000002e-05, |
|
"loss": 0.0098, |
|
"step": 7392 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9295774647887324, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9322033898305084, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05786881595849991, |
|
"eval_overall_accuracy": 0.9875843454790824, |
|
"eval_overall_f1": 0.9407313997477933, |
|
"eval_overall_precision": 0.9301745635910225, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2865, |
|
"eval_samples_per_second": 593.392, |
|
"eval_steps_per_second": 10.472, |
|
"step": 7392 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"grad_norm": 0.1329515427350998, |
|
"learning_rate": 1.1000000000000001e-05, |
|
"loss": 0.0099, |
|
"step": 7488 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"eval_LOCATION_f1": 0.9130434782608695, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8571428571428571, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9235127478753541, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9314285714285714, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06257299333810806, |
|
"eval_overall_accuracy": 0.9865047233468286, |
|
"eval_overall_f1": 0.9382093316519546, |
|
"eval_overall_precision": 0.9276807980049875, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2878, |
|
"eval_samples_per_second": 590.613, |
|
"eval_steps_per_second": 10.423, |
|
"step": 7488 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"grad_norm": 0.14144736528396606, |
|
"learning_rate": 1.05e-05, |
|
"loss": 0.0107, |
|
"step": 7584 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"eval_LOCATION_f1": 0.9222222222222223, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8829787234042553, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9235127478753541, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9314285714285714, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.058039430528879166, |
|
"eval_overall_accuracy": 0.9873144399460189, |
|
"eval_overall_f1": 0.9404309252217997, |
|
"eval_overall_precision": 0.9345088161209067, |
|
"eval_overall_recall": 0.9464285714285714, |
|
"eval_runtime": 0.2865, |
|
"eval_samples_per_second": 593.452, |
|
"eval_steps_per_second": 10.473, |
|
"step": 7584 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"grad_norm": 0.27334415912628174, |
|
"learning_rate": 1e-05, |
|
"loss": 0.0103, |
|
"step": 7680 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"eval_LOCATION_f1": 0.9180327868852459, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.865979381443299, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9325842696629213, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9325842696629213, |
|
"eval_ORGANIZATION_recall": 0.9325842696629213, |
|
"eval_PERSON_f1": 0.96875, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.96875, |
|
"eval_PERSON_recall": 0.96875, |
|
"eval_loss": 0.05926325172185898, |
|
"eval_overall_accuracy": 0.9881241565452091, |
|
"eval_overall_f1": 0.9408805031446542, |
|
"eval_overall_precision": 0.9280397022332506, |
|
"eval_overall_recall": 0.9540816326530612, |
|
"eval_runtime": 0.2856, |
|
"eval_samples_per_second": 595.151, |
|
"eval_steps_per_second": 10.503, |
|
"step": 7680 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"grad_norm": 0.09895119816064835, |
|
"learning_rate": 9.5e-06, |
|
"loss": 0.0091, |
|
"step": 7776 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"eval_LOCATION_f1": 0.9180327868852459, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.865979381443299, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9461756373937678, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9542857142857143, |
|
"eval_ORGANIZATION_recall": 0.9382022471910112, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06263738870620728, |
|
"eval_overall_accuracy": 0.988663967611336, |
|
"eval_overall_f1": 0.9494949494949495, |
|
"eval_overall_precision": 0.94, |
|
"eval_overall_recall": 0.9591836734693877, |
|
"eval_runtime": 0.2881, |
|
"eval_samples_per_second": 590.102, |
|
"eval_steps_per_second": 10.414, |
|
"step": 7776 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"grad_norm": 0.2618274986743927, |
|
"learning_rate": 9e-06, |
|
"loss": 0.0105, |
|
"step": 7872 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9235127478753541, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9314285714285714, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05788002163171768, |
|
"eval_overall_accuracy": 0.9867746288798921, |
|
"eval_overall_f1": 0.9380530973451328, |
|
"eval_overall_precision": 0.9298245614035088, |
|
"eval_overall_recall": 0.9464285714285714, |
|
"eval_runtime": 0.2887, |
|
"eval_samples_per_second": 588.941, |
|
"eval_steps_per_second": 10.393, |
|
"step": 7872 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"grad_norm": 0.7836906909942627, |
|
"learning_rate": 8.500000000000002e-06, |
|
"loss": 0.0103, |
|
"step": 7968 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"eval_LOCATION_f1": 0.9180327868852459, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.865979381443299, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9279538904899135, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9526627218934911, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06573164463043213, |
|
"eval_overall_accuracy": 0.9865047233468286, |
|
"eval_overall_f1": 0.94147582697201, |
|
"eval_overall_precision": 0.9390862944162437, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2889, |
|
"eval_samples_per_second": 588.437, |
|
"eval_steps_per_second": 10.384, |
|
"step": 7968 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"grad_norm": 0.07423603534698486, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.0118, |
|
"step": 8064 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"eval_LOCATION_f1": 0.9180327868852459, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.865979381443299, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9230769230769231, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9364161849710982, |
|
"eval_ORGANIZATION_recall": 0.9101123595505618, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06355427950620651, |
|
"eval_overall_accuracy": 0.9865047233468286, |
|
"eval_overall_f1": 0.9392405063291138, |
|
"eval_overall_precision": 0.9321608040201005, |
|
"eval_overall_recall": 0.9464285714285714, |
|
"eval_runtime": 0.2858, |
|
"eval_samples_per_second": 594.862, |
|
"eval_steps_per_second": 10.498, |
|
"step": 8064 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"grad_norm": 1.2200062274932861, |
|
"learning_rate": 7.5e-06, |
|
"loss": 0.0095, |
|
"step": 8160 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"eval_LOCATION_f1": 0.9060773480662985, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8631578947368421, |
|
"eval_LOCATION_recall": 0.9534883720930233, |
|
"eval_ORGANIZATION_f1": 0.9204545454545454, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9310344827586207, |
|
"eval_ORGANIZATION_recall": 0.9101123595505618, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06323674321174622, |
|
"eval_overall_accuracy": 0.9867746288798921, |
|
"eval_overall_f1": 0.935361216730038, |
|
"eval_overall_precision": 0.929471032745592, |
|
"eval_overall_recall": 0.9413265306122449, |
|
"eval_runtime": 0.2906, |
|
"eval_samples_per_second": 585.065, |
|
"eval_steps_per_second": 10.325, |
|
"step": 8160 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"grad_norm": 0.8143560886383057, |
|
"learning_rate": 7.000000000000001e-06, |
|
"loss": 0.0089, |
|
"step": 8256 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"eval_LOCATION_f1": 0.9180327868852459, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.865979381443299, |
|
"eval_LOCATION_recall": 0.9767441860465116, |
|
"eval_ORGANIZATION_f1": 0.9226361031518625, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9415204678362573, |
|
"eval_ORGANIZATION_recall": 0.9044943820224719, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06056205928325653, |
|
"eval_overall_accuracy": 0.9862348178137652, |
|
"eval_overall_f1": 0.9390862944162437, |
|
"eval_overall_precision": 0.9343434343434344, |
|
"eval_overall_recall": 0.9438775510204082, |
|
"eval_runtime": 0.2913, |
|
"eval_samples_per_second": 583.568, |
|
"eval_steps_per_second": 10.298, |
|
"step": 8256 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"grad_norm": 1.2203452587127686, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 0.0086, |
|
"step": 8352 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"eval_LOCATION_f1": 0.907103825136612, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8556701030927835, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9344729344729344, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9479768786127167, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.059925343841314316, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9417721518987343, |
|
"eval_overall_precision": 0.9346733668341709, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2906, |
|
"eval_samples_per_second": 584.911, |
|
"eval_steps_per_second": 10.322, |
|
"step": 8352 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"grad_norm": 1.5901998281478882, |
|
"learning_rate": 6e-06, |
|
"loss": 0.0104, |
|
"step": 8448 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9375000000000001, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9482758620689655, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.059619657695293427, |
|
"eval_overall_accuracy": 0.9892037786774629, |
|
"eval_overall_f1": 0.9443037974683544, |
|
"eval_overall_precision": 0.9371859296482412, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2972, |
|
"eval_samples_per_second": 571.995, |
|
"eval_steps_per_second": 10.094, |
|
"step": 8448 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"grad_norm": 0.22172300517559052, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 0.0081, |
|
"step": 8544 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9375000000000001, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9482758620689655, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05831991136074066, |
|
"eval_overall_accuracy": 0.9894736842105263, |
|
"eval_overall_f1": 0.9443037974683544, |
|
"eval_overall_precision": 0.9371859296482412, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2907, |
|
"eval_samples_per_second": 584.758, |
|
"eval_steps_per_second": 10.319, |
|
"step": 8544 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"grad_norm": 0.11473022401332855, |
|
"learning_rate": 5e-06, |
|
"loss": 0.0076, |
|
"step": 8640 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.934844192634561, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9428571428571428, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05891711264848709, |
|
"eval_overall_accuracy": 0.988663967611336, |
|
"eval_overall_f1": 0.943109987357775, |
|
"eval_overall_precision": 0.9348370927318296, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2905, |
|
"eval_samples_per_second": 585.276, |
|
"eval_steps_per_second": 10.328, |
|
"step": 8640 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"grad_norm": 0.028633061796426773, |
|
"learning_rate": 4.5e-06, |
|
"loss": 0.0092, |
|
"step": 8736 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9318181818181818, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9425287356321839, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.061169691383838654, |
|
"eval_overall_accuracy": 0.9881241565452091, |
|
"eval_overall_f1": 0.9417721518987343, |
|
"eval_overall_precision": 0.9346733668341709, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2898, |
|
"eval_samples_per_second": 586.56, |
|
"eval_steps_per_second": 10.351, |
|
"step": 8736 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"grad_norm": 0.1511673629283905, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.008, |
|
"step": 8832 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9344729344729344, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9479768786127167, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05958572402596474, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9429657794676806, |
|
"eval_overall_precision": 0.9370277078085643, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2936, |
|
"eval_samples_per_second": 578.922, |
|
"eval_steps_per_second": 10.216, |
|
"step": 8832 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"grad_norm": 0.7097914814949036, |
|
"learning_rate": 3.5000000000000004e-06, |
|
"loss": 0.0086, |
|
"step": 8928 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9235127478753541, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9314285714285714, |
|
"eval_ORGANIZATION_recall": 0.9157303370786517, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.060184404253959656, |
|
"eval_overall_accuracy": 0.9865047233468286, |
|
"eval_overall_f1": 0.9380530973451328, |
|
"eval_overall_precision": 0.9298245614035088, |
|
"eval_overall_recall": 0.9464285714285714, |
|
"eval_runtime": 0.2899, |
|
"eval_samples_per_second": 586.429, |
|
"eval_steps_per_second": 10.349, |
|
"step": 8928 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"grad_norm": 0.06405020505189896, |
|
"learning_rate": 3e-06, |
|
"loss": 0.0063, |
|
"step": 9024 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.942857142857143, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9593023255813954, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06053685396909714, |
|
"eval_overall_accuracy": 0.9875843454790824, |
|
"eval_overall_f1": 0.9467005076142132, |
|
"eval_overall_precision": 0.9419191919191919, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2915, |
|
"eval_samples_per_second": 583.255, |
|
"eval_steps_per_second": 10.293, |
|
"step": 9024 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"grad_norm": 0.5586755275726318, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.0078, |
|
"step": 9120 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"eval_LOCATION_f1": 0.9171270718232045, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8736842105263158, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9461756373937678, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9542857142857143, |
|
"eval_ORGANIZATION_recall": 0.9382022471910112, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.059372350573539734, |
|
"eval_overall_accuracy": 0.988663967611336, |
|
"eval_overall_f1": 0.949367088607595, |
|
"eval_overall_precision": 0.9422110552763819, |
|
"eval_overall_recall": 0.9566326530612245, |
|
"eval_runtime": 0.2893, |
|
"eval_samples_per_second": 587.53, |
|
"eval_steps_per_second": 10.368, |
|
"step": 9120 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"grad_norm": 0.006612082477658987, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 0.0079, |
|
"step": 9216 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"eval_LOCATION_f1": 0.9171270718232045, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8736842105263158, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9375000000000001, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9482758620689655, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05879458412528038, |
|
"eval_overall_accuracy": 0.9881241565452091, |
|
"eval_overall_f1": 0.9455006337135614, |
|
"eval_overall_precision": 0.9395465994962217, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2908, |
|
"eval_samples_per_second": 584.627, |
|
"eval_steps_per_second": 10.317, |
|
"step": 9216 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"grad_norm": 0.007970322854816914, |
|
"learning_rate": 1.5e-06, |
|
"loss": 0.0083, |
|
"step": 9312 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.942857142857143, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9593023255813954, |
|
"eval_ORGANIZATION_recall": 0.9269662921348315, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06146546080708504, |
|
"eval_overall_accuracy": 0.9881241565452091, |
|
"eval_overall_f1": 0.9467005076142132, |
|
"eval_overall_precision": 0.9419191919191919, |
|
"eval_overall_recall": 0.951530612244898, |
|
"eval_runtime": 0.2891, |
|
"eval_samples_per_second": 587.978, |
|
"eval_steps_per_second": 10.376, |
|
"step": 9312 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"grad_norm": 0.5247291326522827, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 0.0075, |
|
"step": 9408 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9371428571428573, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9534883720930233, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06113233417272568, |
|
"eval_overall_accuracy": 0.9873144399460189, |
|
"eval_overall_f1": 0.9441624365482234, |
|
"eval_overall_precision": 0.9393939393939394, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2903, |
|
"eval_samples_per_second": 585.602, |
|
"eval_steps_per_second": 10.334, |
|
"step": 9408 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"grad_norm": 0.746631920337677, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 0.0083, |
|
"step": 9504 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9371428571428573, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9534883720930233, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.06001231074333191, |
|
"eval_overall_accuracy": 0.9875843454790824, |
|
"eval_overall_f1": 0.9441624365482234, |
|
"eval_overall_precision": 0.9393939393939394, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2904, |
|
"eval_samples_per_second": 585.452, |
|
"eval_steps_per_second": 10.332, |
|
"step": 9504 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"grad_norm": 0.05131411924958229, |
|
"learning_rate": 0.0, |
|
"loss": 0.0074, |
|
"step": 9600 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"eval_LOCATION_f1": 0.9120879120879122, |
|
"eval_LOCATION_number": 86, |
|
"eval_LOCATION_precision": 0.8645833333333334, |
|
"eval_LOCATION_recall": 0.9651162790697675, |
|
"eval_ORGANIZATION_f1": 0.9344729344729344, |
|
"eval_ORGANIZATION_number": 178, |
|
"eval_ORGANIZATION_precision": 0.9479768786127167, |
|
"eval_ORGANIZATION_recall": 0.9213483146067416, |
|
"eval_PERSON_f1": 0.9765625, |
|
"eval_PERSON_number": 128, |
|
"eval_PERSON_precision": 0.9765625, |
|
"eval_PERSON_recall": 0.9765625, |
|
"eval_loss": 0.05995160713791847, |
|
"eval_overall_accuracy": 0.9878542510121457, |
|
"eval_overall_f1": 0.9429657794676806, |
|
"eval_overall_precision": 0.9370277078085643, |
|
"eval_overall_recall": 0.9489795918367347, |
|
"eval_runtime": 0.2939, |
|
"eval_samples_per_second": 578.339, |
|
"eval_steps_per_second": 10.206, |
|
"step": 9600 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"step": 9600, |
|
"total_flos": 4315798421360676.0, |
|
"train_loss": 0.038009579268594586, |
|
"train_runtime": 536.2277, |
|
"train_samples_per_second": 285.513, |
|
"train_steps_per_second": 17.903 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 9600, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 500, |
|
"total_flos": 4315798421360676.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|