| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 3.0, | |
| "eval_steps": 200, | |
| "global_step": 1779, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.016863406408094434, | |
| "grad_norm": 5.893406867980957, | |
| "learning_rate": 4.0000000000000003e-07, | |
| "loss": 2.8131, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.03372681281618887, | |
| "grad_norm": 4.519655704498291, | |
| "learning_rate": 8.000000000000001e-07, | |
| "loss": 2.8225, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.050590219224283306, | |
| "grad_norm": 4.535500526428223, | |
| "learning_rate": 1.2000000000000002e-06, | |
| "loss": 2.8042, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.06745362563237774, | |
| "grad_norm": 4.360924243927002, | |
| "learning_rate": 1.6000000000000001e-06, | |
| "loss": 2.7337, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.08431703204047218, | |
| "grad_norm": 5.550849914550781, | |
| "learning_rate": 2.0000000000000003e-06, | |
| "loss": 2.6976, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.10118043844856661, | |
| "grad_norm": 4.623074054718018, | |
| "learning_rate": 2.4000000000000003e-06, | |
| "loss": 2.6382, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.11804384485666104, | |
| "grad_norm": 6.715169906616211, | |
| "learning_rate": 2.8000000000000003e-06, | |
| "loss": 2.6356, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.13490725126475547, | |
| "grad_norm": 5.305912017822266, | |
| "learning_rate": 3.2000000000000003e-06, | |
| "loss": 2.558, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.15177065767284992, | |
| "grad_norm": 5.895500183105469, | |
| "learning_rate": 3.6000000000000003e-06, | |
| "loss": 2.4923, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.16863406408094436, | |
| "grad_norm": 5.270618438720703, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 2.3955, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.18549747048903878, | |
| "grad_norm": 5.943336486816406, | |
| "learning_rate": 4.4e-06, | |
| "loss": 2.3467, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.20236087689713322, | |
| "grad_norm": 6.1944403648376465, | |
| "learning_rate": 4.800000000000001e-06, | |
| "loss": 2.3161, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.21922428330522767, | |
| "grad_norm": 6.080775260925293, | |
| "learning_rate": 5.2e-06, | |
| "loss": 2.2254, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.23608768971332209, | |
| "grad_norm": 6.028081893920898, | |
| "learning_rate": 5.600000000000001e-06, | |
| "loss": 2.205, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.25295109612141653, | |
| "grad_norm": 5.6627631187438965, | |
| "learning_rate": 6e-06, | |
| "loss": 2.1021, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.26981450252951095, | |
| "grad_norm": 7.71439266204834, | |
| "learning_rate": 6.4000000000000006e-06, | |
| "loss": 2.1383, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.2866779089376054, | |
| "grad_norm": 8.687724113464355, | |
| "learning_rate": 6.800000000000001e-06, | |
| "loss": 1.9821, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.30354131534569984, | |
| "grad_norm": 6.372674942016602, | |
| "learning_rate": 7.2000000000000005e-06, | |
| "loss": 1.9015, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.32040472175379425, | |
| "grad_norm": 7.2390217781066895, | |
| "learning_rate": 7.600000000000001e-06, | |
| "loss": 1.9485, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.3372681281618887, | |
| "grad_norm": 7.15785026550293, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 1.7671, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.3372681281618887, | |
| "eval_accuracy": 0.5554272517321016, | |
| "eval_accuracy_label_arts, culture, entertainment and media": 0.5833333333333334, | |
| "eval_accuracy_label_conflict, war and peace": 0.7553191489361702, | |
| "eval_accuracy_label_crime, law and justice": 0.8959537572254336, | |
| "eval_accuracy_label_disaster, accident, and emergency incident": 0.32061068702290074, | |
| "eval_accuracy_label_economy, business, and finance": 0.6708860759493671, | |
| "eval_accuracy_label_environment": 0.125, | |
| "eval_accuracy_label_health": 0.7, | |
| "eval_accuracy_label_human interest": 0.0, | |
| "eval_accuracy_label_labour": 0.5, | |
| "eval_accuracy_label_lifestyle and leisure": 0.5, | |
| "eval_accuracy_label_politics": 0.28776978417266186, | |
| "eval_accuracy_label_religion": 0.0, | |
| "eval_accuracy_label_science and technology": 0.0, | |
| "eval_accuracy_label_society": 0.03508771929824561, | |
| "eval_accuracy_label_sport": 0.9615384615384616, | |
| "eval_accuracy_label_weather": 1.0, | |
| "eval_f1": 0.5206037462663565, | |
| "eval_loss": 1.5660511255264282, | |
| "eval_precision": 0.5827940940390139, | |
| "eval_recall": 0.5554272517321016, | |
| "eval_runtime": 6.8757, | |
| "eval_samples_per_second": 125.95, | |
| "eval_steps_per_second": 7.999, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.35413153456998314, | |
| "grad_norm": 7.729678630828857, | |
| "learning_rate": 8.400000000000001e-06, | |
| "loss": 1.7632, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.37099494097807756, | |
| "grad_norm": 8.155638694763184, | |
| "learning_rate": 8.8e-06, | |
| "loss": 1.6068, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.38785834738617203, | |
| "grad_norm": 7.142002105712891, | |
| "learning_rate": 9.200000000000002e-06, | |
| "loss": 1.4778, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.40472175379426645, | |
| "grad_norm": 7.332587242126465, | |
| "learning_rate": 9.600000000000001e-06, | |
| "loss": 1.5736, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.42158516020236086, | |
| "grad_norm": 13.657541275024414, | |
| "learning_rate": 1e-05, | |
| "loss": 1.4757, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.43844856661045534, | |
| "grad_norm": 14.87531566619873, | |
| "learning_rate": 1.04e-05, | |
| "loss": 1.4364, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.45531197301854975, | |
| "grad_norm": 15.269392967224121, | |
| "learning_rate": 1.0800000000000002e-05, | |
| "loss": 1.3215, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.47217537942664417, | |
| "grad_norm": 10.192849159240723, | |
| "learning_rate": 1.1200000000000001e-05, | |
| "loss": 1.3129, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.48903878583473864, | |
| "grad_norm": 8.036419868469238, | |
| "learning_rate": 1.16e-05, | |
| "loss": 1.2399, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.5059021922428331, | |
| "grad_norm": 10.625975608825684, | |
| "learning_rate": 1.2e-05, | |
| "loss": 1.3016, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.5227655986509275, | |
| "grad_norm": 14.144831657409668, | |
| "learning_rate": 1.2400000000000002e-05, | |
| "loss": 1.2514, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.5396290050590219, | |
| "grad_norm": 11.439717292785645, | |
| "learning_rate": 1.2800000000000001e-05, | |
| "loss": 1.1768, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.5564924114671164, | |
| "grad_norm": 18.485063552856445, | |
| "learning_rate": 1.3200000000000002e-05, | |
| "loss": 1.1273, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.5733558178752108, | |
| "grad_norm": 12.227529525756836, | |
| "learning_rate": 1.3600000000000002e-05, | |
| "loss": 1.0002, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.5902192242833052, | |
| "grad_norm": 10.209256172180176, | |
| "learning_rate": 1.4e-05, | |
| "loss": 1.1188, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.6070826306913997, | |
| "grad_norm": 8.667159080505371, | |
| "learning_rate": 1.4400000000000001e-05, | |
| "loss": 1.0151, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.6239460370994941, | |
| "grad_norm": 8.289810180664062, | |
| "learning_rate": 1.48e-05, | |
| "loss": 1.0148, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.6408094435075885, | |
| "grad_norm": 8.391195297241211, | |
| "learning_rate": 1.5200000000000002e-05, | |
| "loss": 0.9461, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.657672849915683, | |
| "grad_norm": 10.535934448242188, | |
| "learning_rate": 1.5600000000000003e-05, | |
| "loss": 0.9695, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.6745362563237775, | |
| "grad_norm": 10.750452041625977, | |
| "learning_rate": 1.6000000000000003e-05, | |
| "loss": 1.0248, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.6745362563237775, | |
| "eval_accuracy": 0.6709006928406467, | |
| "eval_accuracy_label_arts, culture, entertainment and media": 0.9166666666666666, | |
| "eval_accuracy_label_conflict, war and peace": 0.7978723404255319, | |
| "eval_accuracy_label_crime, law and justice": 0.815028901734104, | |
| "eval_accuracy_label_disaster, accident, and emergency incident": 0.8625954198473282, | |
| "eval_accuracy_label_economy, business, and finance": 0.7215189873417721, | |
| "eval_accuracy_label_environment": 0.375, | |
| "eval_accuracy_label_health": 0.9, | |
| "eval_accuracy_label_human interest": 0.25, | |
| "eval_accuracy_label_labour": 1.0, | |
| "eval_accuracy_label_lifestyle and leisure": 0.5, | |
| "eval_accuracy_label_politics": 0.30935251798561153, | |
| "eval_accuracy_label_religion": 0.0, | |
| "eval_accuracy_label_science and technology": 0.4166666666666667, | |
| "eval_accuracy_label_society": 0.19298245614035087, | |
| "eval_accuracy_label_sport": 0.9615384615384616, | |
| "eval_accuracy_label_weather": 1.0, | |
| "eval_f1": 0.6591476133220594, | |
| "eval_loss": 1.0774492025375366, | |
| "eval_precision": 0.6983965116011075, | |
| "eval_recall": 0.6709006928406467, | |
| "eval_runtime": 6.9138, | |
| "eval_samples_per_second": 125.256, | |
| "eval_steps_per_second": 7.955, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.6913996627318718, | |
| "grad_norm": 11.188483238220215, | |
| "learning_rate": 1.64e-05, | |
| "loss": 0.8975, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.7082630691399663, | |
| "grad_norm": 8.035601615905762, | |
| "learning_rate": 1.6800000000000002e-05, | |
| "loss": 0.9736, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.7251264755480608, | |
| "grad_norm": 10.406453132629395, | |
| "learning_rate": 1.72e-05, | |
| "loss": 0.8802, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.7419898819561551, | |
| "grad_norm": 14.611414909362793, | |
| "learning_rate": 1.76e-05, | |
| "loss": 1.0106, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.7588532883642496, | |
| "grad_norm": 8.613202095031738, | |
| "learning_rate": 1.8e-05, | |
| "loss": 0.8411, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.7757166947723441, | |
| "grad_norm": 15.136896133422852, | |
| "learning_rate": 1.8400000000000003e-05, | |
| "loss": 0.736, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.7925801011804384, | |
| "grad_norm": 18.369375228881836, | |
| "learning_rate": 1.88e-05, | |
| "loss": 0.8807, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.8094435075885329, | |
| "grad_norm": 5.840969562530518, | |
| "learning_rate": 1.9200000000000003e-05, | |
| "loss": 0.8024, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.8263069139966274, | |
| "grad_norm": 14.514450073242188, | |
| "learning_rate": 1.9600000000000002e-05, | |
| "loss": 0.8334, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.8431703204047217, | |
| "grad_norm": 20.5344295501709, | |
| "learning_rate": 2e-05, | |
| "loss": 0.917, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.8600337268128162, | |
| "grad_norm": 8.904403686523438, | |
| "learning_rate": 1.9843627834245506e-05, | |
| "loss": 0.7659, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.8768971332209107, | |
| "grad_norm": 8.624781608581543, | |
| "learning_rate": 1.968725566849101e-05, | |
| "loss": 0.8243, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.893760539629005, | |
| "grad_norm": 14.050222396850586, | |
| "learning_rate": 1.9530883502736514e-05, | |
| "loss": 0.8085, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.9106239460370995, | |
| "grad_norm": 8.78807258605957, | |
| "learning_rate": 1.9374511336982018e-05, | |
| "loss": 0.6006, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.927487352445194, | |
| "grad_norm": 12.83305549621582, | |
| "learning_rate": 1.9218139171227522e-05, | |
| "loss": 0.8491, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.9443507588532883, | |
| "grad_norm": 10.532402038574219, | |
| "learning_rate": 1.9061767005473026e-05, | |
| "loss": 0.7823, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.9612141652613828, | |
| "grad_norm": 21.147523880004883, | |
| "learning_rate": 1.890539483971853e-05, | |
| "loss": 0.8382, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.9780775716694773, | |
| "grad_norm": 8.727555274963379, | |
| "learning_rate": 1.8749022673964038e-05, | |
| "loss": 0.7173, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 0.9949409780775716, | |
| "grad_norm": 9.259013175964355, | |
| "learning_rate": 1.859265050820954e-05, | |
| "loss": 0.7727, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.0118043844856661, | |
| "grad_norm": 6.446993350982666, | |
| "learning_rate": 1.8436278342455046e-05, | |
| "loss": 0.5845, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.0118043844856661, | |
| "eval_accuracy": 0.6535796766743649, | |
| "eval_accuracy_label_arts, culture, entertainment and media": 0.9166666666666666, | |
| "eval_accuracy_label_conflict, war and peace": 0.7287234042553191, | |
| "eval_accuracy_label_crime, law and justice": 0.6763005780346821, | |
| "eval_accuracy_label_disaster, accident, and emergency incident": 0.8778625954198473, | |
| "eval_accuracy_label_economy, business, and finance": 0.7215189873417721, | |
| "eval_accuracy_label_environment": 0.4375, | |
| "eval_accuracy_label_health": 0.8, | |
| "eval_accuracy_label_human interest": 0.0, | |
| "eval_accuracy_label_labour": 1.0, | |
| "eval_accuracy_label_lifestyle and leisure": 0.75, | |
| "eval_accuracy_label_politics": 0.3669064748201439, | |
| "eval_accuracy_label_religion": 0.0, | |
| "eval_accuracy_label_science and technology": 0.4166666666666667, | |
| "eval_accuracy_label_society": 0.43859649122807015, | |
| "eval_accuracy_label_sport": 0.9230769230769231, | |
| "eval_accuracy_label_weather": 1.0, | |
| "eval_f1": 0.6563434776934847, | |
| "eval_loss": 0.990666389465332, | |
| "eval_precision": 0.682947679005421, | |
| "eval_recall": 0.6535796766743649, | |
| "eval_runtime": 6.9215, | |
| "eval_samples_per_second": 125.118, | |
| "eval_steps_per_second": 7.946, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.0286677908937605, | |
| "grad_norm": 10.464855194091797, | |
| "learning_rate": 1.8279906176700547e-05, | |
| "loss": 0.565, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.045531197301855, | |
| "grad_norm": 10.188838958740234, | |
| "learning_rate": 1.8123534010946054e-05, | |
| "loss": 0.5325, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.0623946037099494, | |
| "grad_norm": 11.83839225769043, | |
| "learning_rate": 1.7967161845191555e-05, | |
| "loss": 0.603, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.0792580101180438, | |
| "grad_norm": 12.935112953186035, | |
| "learning_rate": 1.7810789679437062e-05, | |
| "loss": 0.5319, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.0961214165261384, | |
| "grad_norm": 8.650348663330078, | |
| "learning_rate": 1.7654417513682566e-05, | |
| "loss": 0.4803, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.1129848229342327, | |
| "grad_norm": 12.213525772094727, | |
| "learning_rate": 1.749804534792807e-05, | |
| "loss": 0.6975, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 1.129848229342327, | |
| "grad_norm": 12.859235763549805, | |
| "learning_rate": 1.7341673182173575e-05, | |
| "loss": 0.6273, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 1.1467116357504217, | |
| "grad_norm": 8.133111953735352, | |
| "learning_rate": 1.718530101641908e-05, | |
| "loss": 0.5179, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 1.163575042158516, | |
| "grad_norm": 8.366670608520508, | |
| "learning_rate": 1.7028928850664583e-05, | |
| "loss": 0.5622, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.1804384485666104, | |
| "grad_norm": 12.844072341918945, | |
| "learning_rate": 1.6872556684910087e-05, | |
| "loss": 0.6347, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.197301854974705, | |
| "grad_norm": 3.2994637489318848, | |
| "learning_rate": 1.671618451915559e-05, | |
| "loss": 0.4805, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 1.2141652613827993, | |
| "grad_norm": 6.4653167724609375, | |
| "learning_rate": 1.6559812353401095e-05, | |
| "loss": 0.5172, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 1.2310286677908937, | |
| "grad_norm": 6.744974613189697, | |
| "learning_rate": 1.64034401876466e-05, | |
| "loss": 0.5601, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 1.2478920741989883, | |
| "grad_norm": 9.451184272766113, | |
| "learning_rate": 1.6247068021892107e-05, | |
| "loss": 0.5289, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 1.2647554806070826, | |
| "grad_norm": 5.093151092529297, | |
| "learning_rate": 1.6090695856137607e-05, | |
| "loss": 0.5674, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.281618887015177, | |
| "grad_norm": 16.99575424194336, | |
| "learning_rate": 1.5934323690383115e-05, | |
| "loss": 0.4681, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 1.2984822934232714, | |
| "grad_norm": 17.180509567260742, | |
| "learning_rate": 1.5777951524628616e-05, | |
| "loss": 0.5974, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 1.315345699831366, | |
| "grad_norm": 11.804935455322266, | |
| "learning_rate": 1.5621579358874123e-05, | |
| "loss": 0.5693, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 1.3322091062394603, | |
| "grad_norm": 12.154623985290527, | |
| "learning_rate": 1.5465207193119627e-05, | |
| "loss": 0.6001, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 1.3490725126475547, | |
| "grad_norm": 11.09798526763916, | |
| "learning_rate": 1.530883502736513e-05, | |
| "loss": 0.6104, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.3490725126475547, | |
| "eval_accuracy": 0.7240184757505773, | |
| "eval_accuracy_label_arts, culture, entertainment and media": 0.8333333333333334, | |
| "eval_accuracy_label_conflict, war and peace": 0.7021276595744681, | |
| "eval_accuracy_label_crime, law and justice": 0.8323699421965318, | |
| "eval_accuracy_label_disaster, accident, and emergency incident": 0.8778625954198473, | |
| "eval_accuracy_label_economy, business, and finance": 0.7848101265822784, | |
| "eval_accuracy_label_environment": 0.5, | |
| "eval_accuracy_label_health": 0.7, | |
| "eval_accuracy_label_human interest": 0.25, | |
| "eval_accuracy_label_labour": 1.0, | |
| "eval_accuracy_label_lifestyle and leisure": 0.75, | |
| "eval_accuracy_label_politics": 0.6330935251798561, | |
| "eval_accuracy_label_religion": 0.0, | |
| "eval_accuracy_label_science and technology": 0.25, | |
| "eval_accuracy_label_society": 0.3684210526315789, | |
| "eval_accuracy_label_sport": 0.9615384615384616, | |
| "eval_accuracy_label_weather": 1.0, | |
| "eval_f1": 0.7232835318516546, | |
| "eval_loss": 0.8674274682998657, | |
| "eval_precision": 0.7332860565477397, | |
| "eval_recall": 0.7240184757505773, | |
| "eval_runtime": 6.8885, | |
| "eval_samples_per_second": 125.717, | |
| "eval_steps_per_second": 7.984, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.3659359190556493, | |
| "grad_norm": 12.72695255279541, | |
| "learning_rate": 1.5152462861610635e-05, | |
| "loss": 0.5333, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 1.3827993254637436, | |
| "grad_norm": 9.709075927734375, | |
| "learning_rate": 1.4996090695856138e-05, | |
| "loss": 0.488, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 1.399662731871838, | |
| "grad_norm": 11.909979820251465, | |
| "learning_rate": 1.4839718530101644e-05, | |
| "loss": 0.6037, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 1.4165261382799326, | |
| "grad_norm": 16.916475296020508, | |
| "learning_rate": 1.4683346364347146e-05, | |
| "loss": 0.5647, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 1.433389544688027, | |
| "grad_norm": 13.278093338012695, | |
| "learning_rate": 1.4526974198592652e-05, | |
| "loss": 0.5078, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.4502529510961213, | |
| "grad_norm": 7.877659320831299, | |
| "learning_rate": 1.4370602032838158e-05, | |
| "loss": 0.5108, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 1.4671163575042159, | |
| "grad_norm": 7.198855400085449, | |
| "learning_rate": 1.421422986708366e-05, | |
| "loss": 0.537, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 1.4839797639123102, | |
| "grad_norm": 7.947418212890625, | |
| "learning_rate": 1.4057857701329166e-05, | |
| "loss": 0.4431, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 1.5008431703204046, | |
| "grad_norm": 8.317455291748047, | |
| "learning_rate": 1.3901485535574668e-05, | |
| "loss": 0.4532, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 1.5177065767284992, | |
| "grad_norm": 8.073487281799316, | |
| "learning_rate": 1.3745113369820174e-05, | |
| "loss": 0.4624, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.5345699831365935, | |
| "grad_norm": 9.39900016784668, | |
| "learning_rate": 1.3588741204065676e-05, | |
| "loss": 0.3739, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 1.551433389544688, | |
| "grad_norm": 7.912290096282959, | |
| "learning_rate": 1.3432369038311182e-05, | |
| "loss": 0.497, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 1.5682967959527825, | |
| "grad_norm": 12.181069374084473, | |
| "learning_rate": 1.3275996872556686e-05, | |
| "loss": 0.4859, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 1.5851602023608768, | |
| "grad_norm": 9.931648254394531, | |
| "learning_rate": 1.311962470680219e-05, | |
| "loss": 0.4945, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 1.6020236087689712, | |
| "grad_norm": 7.948305606842041, | |
| "learning_rate": 1.2963252541047694e-05, | |
| "loss": 0.3742, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 1.6188870151770658, | |
| "grad_norm": 9.558001518249512, | |
| "learning_rate": 1.2806880375293199e-05, | |
| "loss": 0.4684, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 1.6357504215851602, | |
| "grad_norm": 8.381938934326172, | |
| "learning_rate": 1.2650508209538703e-05, | |
| "loss": 0.4564, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 1.6526138279932545, | |
| "grad_norm": 7.728443622589111, | |
| "learning_rate": 1.2494136043784208e-05, | |
| "loss": 0.4493, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 1.669477234401349, | |
| "grad_norm": 14.073138236999512, | |
| "learning_rate": 1.233776387802971e-05, | |
| "loss": 0.4085, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 1.6863406408094435, | |
| "grad_norm": 6.431807518005371, | |
| "learning_rate": 1.2181391712275217e-05, | |
| "loss": 0.4223, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.6863406408094435, | |
| "eval_accuracy": 0.7240184757505773, | |
| "eval_accuracy_label_arts, culture, entertainment and media": 0.75, | |
| "eval_accuracy_label_conflict, war and peace": 0.675531914893617, | |
| "eval_accuracy_label_crime, law and justice": 0.884393063583815, | |
| "eval_accuracy_label_disaster, accident, and emergency incident": 0.8549618320610687, | |
| "eval_accuracy_label_economy, business, and finance": 0.7341772151898734, | |
| "eval_accuracy_label_environment": 0.5, | |
| "eval_accuracy_label_health": 0.9, | |
| "eval_accuracy_label_human interest": 0.3333333333333333, | |
| "eval_accuracy_label_labour": 1.0, | |
| "eval_accuracy_label_lifestyle and leisure": 0.625, | |
| "eval_accuracy_label_politics": 0.6474820143884892, | |
| "eval_accuracy_label_religion": 0.0, | |
| "eval_accuracy_label_science and technology": 0.3333333333333333, | |
| "eval_accuracy_label_society": 0.3684210526315789, | |
| "eval_accuracy_label_sport": 0.9615384615384616, | |
| "eval_accuracy_label_weather": 0.0, | |
| "eval_f1": 0.7249701679054074, | |
| "eval_loss": 0.8601514101028442, | |
| "eval_precision": 0.7387214985313825, | |
| "eval_recall": 0.7240184757505773, | |
| "eval_runtime": 6.9046, | |
| "eval_samples_per_second": 125.423, | |
| "eval_steps_per_second": 7.966, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.7032040472175378, | |
| "grad_norm": 5.857812404632568, | |
| "learning_rate": 1.2025019546520719e-05, | |
| "loss": 0.4261, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 1.7200674536256324, | |
| "grad_norm": 6.620238304138184, | |
| "learning_rate": 1.1868647380766225e-05, | |
| "loss": 0.4071, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 1.7369308600337268, | |
| "grad_norm": 13.199769973754883, | |
| "learning_rate": 1.1712275215011727e-05, | |
| "loss": 0.3632, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 1.7537942664418211, | |
| "grad_norm": 8.069077491760254, | |
| "learning_rate": 1.1555903049257233e-05, | |
| "loss": 0.3977, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 1.7706576728499157, | |
| "grad_norm": 12.82445240020752, | |
| "learning_rate": 1.1399530883502739e-05, | |
| "loss": 0.4245, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 1.78752107925801, | |
| "grad_norm": 15.626612663269043, | |
| "learning_rate": 1.1243158717748241e-05, | |
| "loss": 0.3924, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 1.8043844856661044, | |
| "grad_norm": 14.491767883300781, | |
| "learning_rate": 1.1086786551993747e-05, | |
| "loss": 0.427, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 1.821247892074199, | |
| "grad_norm": 5.425060749053955, | |
| "learning_rate": 1.093041438623925e-05, | |
| "loss": 0.4013, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 1.8381112984822934, | |
| "grad_norm": 10.305951118469238, | |
| "learning_rate": 1.0774042220484755e-05, | |
| "loss": 0.4036, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 1.8549747048903877, | |
| "grad_norm": 10.018141746520996, | |
| "learning_rate": 1.0617670054730258e-05, | |
| "loss": 0.4123, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.8718381112984823, | |
| "grad_norm": 13.072948455810547, | |
| "learning_rate": 1.0461297888975763e-05, | |
| "loss": 0.4586, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 1.8887015177065767, | |
| "grad_norm": 7.460719585418701, | |
| "learning_rate": 1.030492572322127e-05, | |
| "loss": 0.3912, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 1.905564924114671, | |
| "grad_norm": 5.454730033874512, | |
| "learning_rate": 1.0148553557466772e-05, | |
| "loss": 0.452, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 1.9224283305227656, | |
| "grad_norm": 8.758441925048828, | |
| "learning_rate": 9.992181391712276e-06, | |
| "loss": 0.3622, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 1.93929173693086, | |
| "grad_norm": 8.622238159179688, | |
| "learning_rate": 9.835809225957781e-06, | |
| "loss": 0.439, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 1.9561551433389543, | |
| "grad_norm": 6.299844741821289, | |
| "learning_rate": 9.679437060203286e-06, | |
| "loss": 0.4006, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 1.973018549747049, | |
| "grad_norm": 14.24021053314209, | |
| "learning_rate": 9.52306489444879e-06, | |
| "loss": 0.3616, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 1.9898819561551433, | |
| "grad_norm": 20.004261016845703, | |
| "learning_rate": 9.366692728694294e-06, | |
| "loss": 0.4253, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 2.0067453625632377, | |
| "grad_norm": 12.190637588500977, | |
| "learning_rate": 9.210320562939798e-06, | |
| "loss": 0.3859, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 2.0236087689713322, | |
| "grad_norm": 3.0981788635253906, | |
| "learning_rate": 9.053948397185302e-06, | |
| "loss": 0.3104, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.0236087689713322, | |
| "eval_accuracy": 0.7263279445727483, | |
| "eval_accuracy_label_arts, culture, entertainment and media": 0.8333333333333334, | |
| "eval_accuracy_label_conflict, war and peace": 0.7180851063829787, | |
| "eval_accuracy_label_crime, law and justice": 0.8323699421965318, | |
| "eval_accuracy_label_disaster, accident, and emergency incident": 0.9083969465648855, | |
| "eval_accuracy_label_economy, business, and finance": 0.7721518987341772, | |
| "eval_accuracy_label_environment": 0.4375, | |
| "eval_accuracy_label_health": 0.7, | |
| "eval_accuracy_label_human interest": 0.25, | |
| "eval_accuracy_label_labour": 0.5, | |
| "eval_accuracy_label_lifestyle and leisure": 0.75, | |
| "eval_accuracy_label_politics": 0.5611510791366906, | |
| "eval_accuracy_label_religion": 0.0, | |
| "eval_accuracy_label_science and technology": 0.4166666666666667, | |
| "eval_accuracy_label_society": 0.47368421052631576, | |
| "eval_accuracy_label_sport": 0.9615384615384616, | |
| "eval_accuracy_label_weather": 1.0, | |
| "eval_f1": 0.7266120737327485, | |
| "eval_loss": 0.856505811214447, | |
| "eval_precision": 0.7326492002435036, | |
| "eval_recall": 0.7263279445727483, | |
| "eval_runtime": 6.9128, | |
| "eval_samples_per_second": 125.275, | |
| "eval_steps_per_second": 7.956, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.040472175379427, | |
| "grad_norm": 5.126299858093262, | |
| "learning_rate": 8.897576231430806e-06, | |
| "loss": 0.3066, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 2.057335581787521, | |
| "grad_norm": 5.153671741485596, | |
| "learning_rate": 8.74120406567631e-06, | |
| "loss": 0.3275, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 2.0741989881956155, | |
| "grad_norm": 6.91109561920166, | |
| "learning_rate": 8.584831899921814e-06, | |
| "loss": 0.2581, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 2.09106239460371, | |
| "grad_norm": 9.57040023803711, | |
| "learning_rate": 8.428459734167318e-06, | |
| "loss": 0.2809, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 2.1079258010118043, | |
| "grad_norm": 3.024446964263916, | |
| "learning_rate": 8.272087568412822e-06, | |
| "loss": 0.2288, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 2.124789207419899, | |
| "grad_norm": 6.808653831481934, | |
| "learning_rate": 8.115715402658327e-06, | |
| "loss": 0.2406, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 2.1416526138279934, | |
| "grad_norm": 15.430974960327148, | |
| "learning_rate": 7.959343236903832e-06, | |
| "loss": 0.3031, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 2.1585160202360876, | |
| "grad_norm": 6.104337215423584, | |
| "learning_rate": 7.802971071149336e-06, | |
| "loss": 0.2575, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 2.175379426644182, | |
| "grad_norm": 3.1404926776885986, | |
| "learning_rate": 7.64659890539484e-06, | |
| "loss": 0.264, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 2.1922428330522767, | |
| "grad_norm": 11.821499824523926, | |
| "learning_rate": 7.490226739640345e-06, | |
| "loss": 0.2602, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.209106239460371, | |
| "grad_norm": 4.936356544494629, | |
| "learning_rate": 7.333854573885849e-06, | |
| "loss": 0.3428, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 2.2259696458684655, | |
| "grad_norm": 12.609466552734375, | |
| "learning_rate": 7.177482408131353e-06, | |
| "loss": 0.2467, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 2.24283305227656, | |
| "grad_norm": 10.444657325744629, | |
| "learning_rate": 7.021110242376858e-06, | |
| "loss": 0.3149, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 2.259696458684654, | |
| "grad_norm": 9.078226089477539, | |
| "learning_rate": 6.864738076622362e-06, | |
| "loss": 0.3207, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 2.2765598650927488, | |
| "grad_norm": 7.427735328674316, | |
| "learning_rate": 6.708365910867866e-06, | |
| "loss": 0.2458, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 2.2934232715008434, | |
| "grad_norm": 6.552321910858154, | |
| "learning_rate": 6.551993745113371e-06, | |
| "loss": 0.273, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 2.3102866779089375, | |
| "grad_norm": 5.591136932373047, | |
| "learning_rate": 6.395621579358875e-06, | |
| "loss": 0.2345, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 2.327150084317032, | |
| "grad_norm": 9.349672317504883, | |
| "learning_rate": 6.239249413604379e-06, | |
| "loss": 0.3254, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 2.3440134907251267, | |
| "grad_norm": 7.311215400695801, | |
| "learning_rate": 6.082877247849883e-06, | |
| "loss": 0.2511, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 2.360876897133221, | |
| "grad_norm": 9.266729354858398, | |
| "learning_rate": 5.926505082095387e-06, | |
| "loss": 0.2855, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.360876897133221, | |
| "eval_accuracy": 0.7240184757505773, | |
| "eval_accuracy_label_arts, culture, entertainment and media": 0.75, | |
| "eval_accuracy_label_conflict, war and peace": 0.7393617021276596, | |
| "eval_accuracy_label_crime, law and justice": 0.8323699421965318, | |
| "eval_accuracy_label_disaster, accident, and emergency incident": 0.8549618320610687, | |
| "eval_accuracy_label_economy, business, and finance": 0.7974683544303798, | |
| "eval_accuracy_label_environment": 0.5, | |
| "eval_accuracy_label_health": 0.7, | |
| "eval_accuracy_label_human interest": 0.3333333333333333, | |
| "eval_accuracy_label_labour": 0.5, | |
| "eval_accuracy_label_lifestyle and leisure": 0.625, | |
| "eval_accuracy_label_politics": 0.5899280575539568, | |
| "eval_accuracy_label_religion": 0.0, | |
| "eval_accuracy_label_science and technology": 0.4166666666666667, | |
| "eval_accuracy_label_society": 0.38596491228070173, | |
| "eval_accuracy_label_sport": 0.9615384615384616, | |
| "eval_accuracy_label_weather": 1.0, | |
| "eval_f1": 0.7283152161972767, | |
| "eval_loss": 0.8981179594993591, | |
| "eval_precision": 0.7401859274408267, | |
| "eval_recall": 0.7240184757505773, | |
| "eval_runtime": 6.8981, | |
| "eval_samples_per_second": 125.541, | |
| "eval_steps_per_second": 7.973, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.3777403035413154, | |
| "grad_norm": 12.713851928710938, | |
| "learning_rate": 5.770132916340891e-06, | |
| "loss": 0.2885, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 2.39460370994941, | |
| "grad_norm": 5.382158279418945, | |
| "learning_rate": 5.6137607505863955e-06, | |
| "loss": 0.3191, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 2.411467116357504, | |
| "grad_norm": 4.609128475189209, | |
| "learning_rate": 5.4573885848319e-06, | |
| "loss": 0.273, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 2.4283305227655987, | |
| "grad_norm": 5.821180820465088, | |
| "learning_rate": 5.301016419077405e-06, | |
| "loss": 0.2397, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 2.4451939291736933, | |
| "grad_norm": 3.8270256519317627, | |
| "learning_rate": 5.1446442533229095e-06, | |
| "loss": 0.3575, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 2.4620573355817874, | |
| "grad_norm": 4.910329341888428, | |
| "learning_rate": 4.9882720875684136e-06, | |
| "loss": 0.2622, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 2.478920741989882, | |
| "grad_norm": 6.537694931030273, | |
| "learning_rate": 4.831899921813918e-06, | |
| "loss": 0.1981, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 2.4957841483979766, | |
| "grad_norm": 9.600226402282715, | |
| "learning_rate": 4.675527756059422e-06, | |
| "loss": 0.1977, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 2.5126475548060707, | |
| "grad_norm": 5.246051788330078, | |
| "learning_rate": 4.519155590304926e-06, | |
| "loss": 0.2452, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 2.5295109612141653, | |
| "grad_norm": 5.955575942993164, | |
| "learning_rate": 4.36278342455043e-06, | |
| "loss": 0.2239, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.54637436762226, | |
| "grad_norm": 9.812554359436035, | |
| "learning_rate": 4.206411258795935e-06, | |
| "loss": 0.2773, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 2.563237774030354, | |
| "grad_norm": 11.0867280960083, | |
| "learning_rate": 4.050039093041439e-06, | |
| "loss": 0.1866, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 2.5801011804384486, | |
| "grad_norm": 6.4792609214782715, | |
| "learning_rate": 3.893666927286943e-06, | |
| "loss": 0.2556, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 2.5969645868465427, | |
| "grad_norm": 9.363513946533203, | |
| "learning_rate": 3.737294761532447e-06, | |
| "loss": 0.2593, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 2.6138279932546373, | |
| "grad_norm": 11.11075496673584, | |
| "learning_rate": 3.580922595777952e-06, | |
| "loss": 0.3482, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 2.630691399662732, | |
| "grad_norm": 2.9576575756073, | |
| "learning_rate": 3.4245504300234562e-06, | |
| "loss": 0.2412, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 2.6475548060708265, | |
| "grad_norm": 9.084090232849121, | |
| "learning_rate": 3.2681782642689603e-06, | |
| "loss": 0.3092, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 2.6644182124789206, | |
| "grad_norm": 7.185946941375732, | |
| "learning_rate": 3.111806098514465e-06, | |
| "loss": 0.2406, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 2.681281618887015, | |
| "grad_norm": 5.467381000518799, | |
| "learning_rate": 2.955433932759969e-06, | |
| "loss": 0.2709, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 2.6981450252951094, | |
| "grad_norm": 6.529063701629639, | |
| "learning_rate": 2.799061767005473e-06, | |
| "loss": 0.217, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.6981450252951094, | |
| "eval_accuracy": 0.73094688221709, | |
| "eval_accuracy_label_arts, culture, entertainment and media": 0.75, | |
| "eval_accuracy_label_conflict, war and peace": 0.7446808510638298, | |
| "eval_accuracy_label_crime, law and justice": 0.838150289017341, | |
| "eval_accuracy_label_disaster, accident, and emergency incident": 0.8931297709923665, | |
| "eval_accuracy_label_economy, business, and finance": 0.8481012658227848, | |
| "eval_accuracy_label_environment": 0.375, | |
| "eval_accuracy_label_health": 0.8, | |
| "eval_accuracy_label_human interest": 0.3333333333333333, | |
| "eval_accuracy_label_labour": 0.5, | |
| "eval_accuracy_label_lifestyle and leisure": 0.5, | |
| "eval_accuracy_label_politics": 0.539568345323741, | |
| "eval_accuracy_label_religion": 0.0, | |
| "eval_accuracy_label_science and technology": 0.4166666666666667, | |
| "eval_accuracy_label_society": 0.45614035087719296, | |
| "eval_accuracy_label_sport": 0.9615384615384616, | |
| "eval_accuracy_label_weather": 1.0, | |
| "eval_f1": 0.7291730687142569, | |
| "eval_loss": 0.8666742444038391, | |
| "eval_precision": 0.7358354972874402, | |
| "eval_recall": 0.73094688221709, | |
| "eval_runtime": 6.9197, | |
| "eval_samples_per_second": 125.151, | |
| "eval_steps_per_second": 7.948, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.715008431703204, | |
| "grad_norm": 5.216823101043701, | |
| "learning_rate": 2.642689601250977e-06, | |
| "loss": 0.2422, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 2.7318718381112985, | |
| "grad_norm": 14.297146797180176, | |
| "learning_rate": 2.486317435496482e-06, | |
| "loss": 0.2569, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 2.748735244519393, | |
| "grad_norm": 3.5069735050201416, | |
| "learning_rate": 2.329945269741986e-06, | |
| "loss": 0.284, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 2.7655986509274872, | |
| "grad_norm": 10.029553413391113, | |
| "learning_rate": 2.1735731039874907e-06, | |
| "loss": 0.305, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 2.782462057335582, | |
| "grad_norm": 13.829554557800293, | |
| "learning_rate": 2.0172009382329948e-06, | |
| "loss": 0.3018, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 2.799325463743676, | |
| "grad_norm": 7.969460487365723, | |
| "learning_rate": 1.860828772478499e-06, | |
| "loss": 0.2687, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 2.8161888701517706, | |
| "grad_norm": 4.048108100891113, | |
| "learning_rate": 1.7044566067240032e-06, | |
| "loss": 0.2845, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 2.833052276559865, | |
| "grad_norm": 3.3585705757141113, | |
| "learning_rate": 1.5480844409695075e-06, | |
| "loss": 0.2792, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 2.8499156829679597, | |
| "grad_norm": 3.1764752864837646, | |
| "learning_rate": 1.391712275215012e-06, | |
| "loss": 0.2244, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 2.866779089376054, | |
| "grad_norm": 9.154349327087402, | |
| "learning_rate": 1.2353401094605161e-06, | |
| "loss": 0.2469, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 2.8836424957841484, | |
| "grad_norm": 8.833173751831055, | |
| "learning_rate": 1.0789679437060204e-06, | |
| "loss": 0.2882, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 2.9005059021922426, | |
| "grad_norm": 9.59762954711914, | |
| "learning_rate": 9.225957779515247e-07, | |
| "loss": 0.2442, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 2.917369308600337, | |
| "grad_norm": 10.648268699645996, | |
| "learning_rate": 7.66223612197029e-07, | |
| "loss": 0.2421, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 2.9342327150084317, | |
| "grad_norm": 3.897761821746826, | |
| "learning_rate": 6.098514464425332e-07, | |
| "loss": 0.2391, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 2.9510961214165263, | |
| "grad_norm": 5.289120674133301, | |
| "learning_rate": 4.5347928068803755e-07, | |
| "loss": 0.2567, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 2.9679595278246205, | |
| "grad_norm": 6.413928985595703, | |
| "learning_rate": 2.9710711493354186e-07, | |
| "loss": 0.2597, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 2.984822934232715, | |
| "grad_norm": 3.9349653720855713, | |
| "learning_rate": 1.4073494917904614e-07, | |
| "loss": 0.2551, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 1779, | |
| "total_flos": 7485003163459584.0, | |
| "train_loss": 0.7494140876820411, | |
| "train_runtime": 1316.4618, | |
| "train_samples_per_second": 43.214, | |
| "train_steps_per_second": 1.351 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7286374133949192, | |
| "eval_accuracy_label_arts, culture, entertainment and media": 0.8333333333333334, | |
| "eval_accuracy_label_conflict, war and peace": 0.723404255319149, | |
| "eval_accuracy_label_crime, law and justice": 0.791907514450867, | |
| "eval_accuracy_label_disaster, accident, and emergency incident": 0.8931297709923665, | |
| "eval_accuracy_label_economy, business, and finance": 0.7974683544303798, | |
| "eval_accuracy_label_environment": 0.4375, | |
| "eval_accuracy_label_health": 0.7, | |
| "eval_accuracy_label_human interest": 0.3333333333333333, | |
| "eval_accuracy_label_labour": 0.5, | |
| "eval_accuracy_label_lifestyle and leisure": 0.5, | |
| "eval_accuracy_label_politics": 0.6330935251798561, | |
| "eval_accuracy_label_religion": 0.0, | |
| "eval_accuracy_label_science and technology": 0.4166666666666667, | |
| "eval_accuracy_label_society": 0.45614035087719296, | |
| "eval_accuracy_label_sport": 0.9615384615384616, | |
| "eval_accuracy_label_weather": 1.0, | |
| "eval_f1": 0.730012835488787, | |
| "eval_loss": 0.8615460395812988, | |
| "eval_precision": 0.7350865087902028, | |
| "eval_recall": 0.7286374133949192, | |
| "eval_runtime": 6.8008, | |
| "eval_samples_per_second": 127.338, | |
| "eval_steps_per_second": 8.087, | |
| "step": 1779 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 1779, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 1000, | |
| "total_flos": 7485003163459584.0, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |