| { | |
| "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": 1.4604038000106812, | |
| "learning_rate": 4.9500000000000004e-05, | |
| "loss": 1.0507, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_LOCATION_f1": 0.0, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.0, | |
| "eval_LOCATION_recall": 0.0, | |
| "eval_ORGANIZATION_f1": 0.0, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.0, | |
| "eval_ORGANIZATION_recall": 0.0, | |
| "eval_PERSON_f1": 0.0, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.0, | |
| "eval_PERSON_recall": 0.0, | |
| "eval_loss": 0.653229832649231, | |
| "eval_overall_accuracy": 0.8342935528120713, | |
| "eval_overall_f1": 0.0, | |
| "eval_overall_precision": 0.0, | |
| "eval_overall_recall": 0.0, | |
| "eval_runtime": 0.2536, | |
| "eval_samples_per_second": 670.386, | |
| "eval_steps_per_second": 11.83, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.139877200126648, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.5943, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_LOCATION_f1": 0.0, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.0, | |
| "eval_LOCATION_recall": 0.0, | |
| "eval_ORGANIZATION_f1": 0.0748663101604278, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.3333333333333333, | |
| "eval_ORGANIZATION_recall": 0.04216867469879518, | |
| "eval_PERSON_f1": 0.15135135135135136, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.32558139534883723, | |
| "eval_PERSON_recall": 0.09859154929577464, | |
| "eval_loss": 0.4512753188610077, | |
| "eval_overall_accuracy": 0.842798353909465, | |
| "eval_overall_f1": 0.08993576017130621, | |
| "eval_overall_precision": 0.3181818181818182, | |
| "eval_overall_recall": 0.05236907730673317, | |
| "eval_runtime": 0.2451, | |
| "eval_samples_per_second": 693.551, | |
| "eval_steps_per_second": 12.239, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.7932935953140259, | |
| "learning_rate": 4.85e-05, | |
| "loss": 0.4265, | |
| "step": 288 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_LOCATION_f1": 0.18840579710144925, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.28888888888888886, | |
| "eval_LOCATION_recall": 0.13978494623655913, | |
| "eval_ORGANIZATION_f1": 0.40431266846361186, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.36585365853658536, | |
| "eval_ORGANIZATION_recall": 0.45180722891566266, | |
| "eval_PERSON_f1": 0.4189944134078212, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.3472222222222222, | |
| "eval_PERSON_recall": 0.528169014084507, | |
| "eval_loss": 0.32607579231262207, | |
| "eval_overall_accuracy": 0.8954732510288066, | |
| "eval_overall_f1": 0.37600922722029995, | |
| "eval_overall_precision": 0.3497854077253219, | |
| "eval_overall_recall": 0.40648379052369077, | |
| "eval_runtime": 0.2475, | |
| "eval_samples_per_second": 686.819, | |
| "eval_steps_per_second": 12.12, | |
| "step": 288 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.5371474027633667, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.3456, | |
| "step": 384 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_LOCATION_f1": 0.3313609467455621, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.3684210526315789, | |
| "eval_LOCATION_recall": 0.3010752688172043, | |
| "eval_ORGANIZATION_f1": 0.4781491002570694, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.4170403587443946, | |
| "eval_ORGANIZATION_recall": 0.5602409638554217, | |
| "eval_PERSON_f1": 0.4751381215469613, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.39090909090909093, | |
| "eval_PERSON_recall": 0.6056338028169014, | |
| "eval_loss": 0.2800743281841278, | |
| "eval_overall_accuracy": 0.9155006858710563, | |
| "eval_overall_f1": 0.45, | |
| "eval_overall_precision": 0.3988439306358382, | |
| "eval_overall_recall": 0.516209476309227, | |
| "eval_runtime": 0.2472, | |
| "eval_samples_per_second": 687.59, | |
| "eval_steps_per_second": 12.134, | |
| "step": 384 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 1.2825340032577515, | |
| "learning_rate": 4.75e-05, | |
| "loss": 0.3004, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_LOCATION_f1": 0.3977900552486188, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.4090909090909091, | |
| "eval_LOCATION_recall": 0.3870967741935484, | |
| "eval_ORGANIZATION_f1": 0.5778894472361809, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.4956896551724138, | |
| "eval_ORGANIZATION_recall": 0.6927710843373494, | |
| "eval_PERSON_f1": 0.5878787878787879, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.5159574468085106, | |
| "eval_PERSON_recall": 0.6830985915492958, | |
| "eval_loss": 0.239501953125, | |
| "eval_overall_accuracy": 0.9336076817558299, | |
| "eval_overall_f1": 0.5456545654565457, | |
| "eval_overall_precision": 0.4881889763779528, | |
| "eval_overall_recall": 0.6184538653366584, | |
| "eval_runtime": 0.2472, | |
| "eval_samples_per_second": 687.806, | |
| "eval_steps_per_second": 12.138, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 1.2340002059936523, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.2668, | |
| "step": 576 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_LOCATION_f1": 0.48704663212435234, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.47, | |
| "eval_LOCATION_recall": 0.5053763440860215, | |
| "eval_ORGANIZATION_f1": 0.6404199475065616, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.5674418604651162, | |
| "eval_ORGANIZATION_recall": 0.7349397590361446, | |
| "eval_PERSON_f1": 0.7102803738317757, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.6368715083798883, | |
| "eval_PERSON_recall": 0.8028169014084507, | |
| "eval_loss": 0.20743004977703094, | |
| "eval_overall_accuracy": 0.945679012345679, | |
| "eval_overall_f1": 0.6324022346368716, | |
| "eval_overall_precision": 0.5728744939271255, | |
| "eval_overall_recall": 0.7057356608478803, | |
| "eval_runtime": 0.2478, | |
| "eval_samples_per_second": 685.92, | |
| "eval_steps_per_second": 12.104, | |
| "step": 576 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 0.9397792220115662, | |
| "learning_rate": 4.6500000000000005e-05, | |
| "loss": 0.2298, | |
| "step": 672 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_LOCATION_f1": 0.5353535353535354, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.5047619047619047, | |
| "eval_LOCATION_recall": 0.5698924731182796, | |
| "eval_ORGANIZATION_f1": 0.6918918918918918, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.6274509803921569, | |
| "eval_ORGANIZATION_recall": 0.7710843373493976, | |
| "eval_PERSON_f1": 0.7652733118971062, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.7041420118343196, | |
| "eval_PERSON_recall": 0.8380281690140845, | |
| "eval_loss": 0.17204177379608154, | |
| "eval_overall_accuracy": 0.9561042524005487, | |
| "eval_overall_f1": 0.6825938566552902, | |
| "eval_overall_precision": 0.6276150627615062, | |
| "eval_overall_recall": 0.7481296758104738, | |
| "eval_runtime": 0.2469, | |
| "eval_samples_per_second": 688.663, | |
| "eval_steps_per_second": 12.153, | |
| "step": 672 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.6758012771606445, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.1899, | |
| "step": 768 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_LOCATION_f1": 0.6192893401015228, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.5865384615384616, | |
| "eval_LOCATION_recall": 0.6559139784946236, | |
| "eval_ORGANIZATION_f1": 0.7507002801120448, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.7015706806282722, | |
| "eval_ORGANIZATION_recall": 0.8072289156626506, | |
| "eval_PERSON_f1": 0.8686868686868686, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.832258064516129, | |
| "eval_PERSON_recall": 0.9084507042253521, | |
| "eval_loss": 0.1367180198431015, | |
| "eval_overall_accuracy": 0.9640603566529492, | |
| "eval_overall_f1": 0.7614571092831962, | |
| "eval_overall_precision": 0.72, | |
| "eval_overall_recall": 0.8079800498753117, | |
| "eval_runtime": 0.2486, | |
| "eval_samples_per_second": 683.8, | |
| "eval_steps_per_second": 12.067, | |
| "step": 768 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 0.7296782732009888, | |
| "learning_rate": 4.55e-05, | |
| "loss": 0.1641, | |
| "step": 864 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_LOCATION_f1": 0.7058823529411764, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.6486486486486487, | |
| "eval_LOCATION_recall": 0.7741935483870968, | |
| "eval_ORGANIZATION_f1": 0.8080229226361031, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.7704918032786885, | |
| "eval_ORGANIZATION_recall": 0.8493975903614458, | |
| "eval_PERSON_f1": 0.9016949152542374, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.869281045751634, | |
| "eval_PERSON_recall": 0.9366197183098591, | |
| "eval_loss": 0.11540879309177399, | |
| "eval_overall_accuracy": 0.970644718792867, | |
| "eval_overall_f1": 0.8160377358490566, | |
| "eval_overall_precision": 0.7740492170022372, | |
| "eval_overall_recall": 0.8628428927680798, | |
| "eval_runtime": 0.2468, | |
| "eval_samples_per_second": 688.923, | |
| "eval_steps_per_second": 12.157, | |
| "step": 864 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "grad_norm": 1.2114511728286743, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.1436, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_LOCATION_f1": 0.7835051546391754, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.7524752475247525, | |
| "eval_LOCATION_recall": 0.8172043010752689, | |
| "eval_ORGANIZATION_f1": 0.8275862068965518, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.7912087912087912, | |
| "eval_ORGANIZATION_recall": 0.8674698795180723, | |
| "eval_PERSON_f1": 0.9347079037800687, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.912751677852349, | |
| "eval_PERSON_recall": 0.9577464788732394, | |
| "eval_loss": 0.09992080926895142, | |
| "eval_overall_accuracy": 0.9753086419753086, | |
| "eval_overall_f1": 0.8547418967587035, | |
| "eval_overall_precision": 0.8240740740740741, | |
| "eval_overall_recall": 0.8877805486284289, | |
| "eval_runtime": 0.2465, | |
| "eval_samples_per_second": 689.694, | |
| "eval_steps_per_second": 12.171, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "grad_norm": 0.7425956130027771, | |
| "learning_rate": 4.4500000000000004e-05, | |
| "loss": 0.1282, | |
| "step": 1056 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_LOCATION_f1": 0.8020304568527918, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.7596153846153846, | |
| "eval_LOCATION_recall": 0.8494623655913979, | |
| "eval_ORGANIZATION_f1": 0.829971181556196, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.7955801104972375, | |
| "eval_ORGANIZATION_recall": 0.8674698795180723, | |
| "eval_PERSON_f1": 0.9347079037800687, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.912751677852349, | |
| "eval_PERSON_recall": 0.9577464788732394, | |
| "eval_loss": 0.08958197385072708, | |
| "eval_overall_accuracy": 0.9758573388203018, | |
| "eval_overall_f1": 0.859880239520958, | |
| "eval_overall_precision": 0.8271889400921659, | |
| "eval_overall_recall": 0.8952618453865336, | |
| "eval_runtime": 0.2474, | |
| "eval_samples_per_second": 687.016, | |
| "eval_steps_per_second": 12.124, | |
| "step": 1056 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "grad_norm": 0.8763998746871948, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.1193, | |
| "step": 1152 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_LOCATION_f1": 0.81, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.7570093457943925, | |
| "eval_LOCATION_recall": 0.8709677419354839, | |
| "eval_ORGANIZATION_f1": 0.830945558739255, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.7923497267759563, | |
| "eval_ORGANIZATION_recall": 0.8734939759036144, | |
| "eval_PERSON_f1": 0.9448275862068966, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9256756756756757, | |
| "eval_PERSON_recall": 0.9647887323943662, | |
| "eval_loss": 0.08479801565408707, | |
| "eval_overall_accuracy": 0.9755829903978052, | |
| "eval_overall_f1": 0.865315852205006, | |
| "eval_overall_precision": 0.8287671232876712, | |
| "eval_overall_recall": 0.9052369077306733, | |
| "eval_runtime": 0.2412, | |
| "eval_samples_per_second": 704.759, | |
| "eval_steps_per_second": 12.437, | |
| "step": 1152 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "grad_norm": 0.7340523600578308, | |
| "learning_rate": 4.35e-05, | |
| "loss": 0.1109, | |
| "step": 1248 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_LOCATION_f1": 0.826530612244898, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.7864077669902912, | |
| "eval_LOCATION_recall": 0.8709677419354839, | |
| "eval_ORGANIZATION_f1": 0.8579710144927536, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8268156424581006, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.9480968858131488, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9319727891156463, | |
| "eval_PERSON_recall": 0.9647887323943662, | |
| "eval_loss": 0.07661643624305725, | |
| "eval_overall_accuracy": 0.9786008230452675, | |
| "eval_overall_f1": 0.8819277108433734, | |
| "eval_overall_precision": 0.8531468531468531, | |
| "eval_overall_recall": 0.912718204488778, | |
| "eval_runtime": 0.2433, | |
| "eval_samples_per_second": 698.827, | |
| "eval_steps_per_second": 12.332, | |
| "step": 1248 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "grad_norm": 0.6258025765419006, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.1039, | |
| "step": 1344 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_LOCATION_f1": 0.8426395939086294, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.7980769230769231, | |
| "eval_LOCATION_recall": 0.8924731182795699, | |
| "eval_ORGANIZATION_f1": 0.8439306358381503, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8111111111111111, | |
| "eval_ORGANIZATION_recall": 0.8795180722891566, | |
| "eval_PERSON_f1": 0.9616724738675958, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9517241379310345, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.07304983586072922, | |
| "eval_overall_accuracy": 0.9786008230452675, | |
| "eval_overall_f1": 0.8843373493975903, | |
| "eval_overall_precision": 0.8554778554778555, | |
| "eval_overall_recall": 0.9152119700748129, | |
| "eval_runtime": 0.2398, | |
| "eval_samples_per_second": 708.948, | |
| "eval_steps_per_second": 12.511, | |
| "step": 1344 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "grad_norm": 0.7563566565513611, | |
| "learning_rate": 4.25e-05, | |
| "loss": 0.0974, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_LOCATION_f1": 0.8512820512820513, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8137254901960784, | |
| "eval_LOCATION_recall": 0.8924731182795699, | |
| "eval_ORGANIZATION_f1": 0.8505747126436781, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8131868131868132, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.9583333333333334, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9452054794520548, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.07149593532085419, | |
| "eval_overall_accuracy": 0.9775034293552812, | |
| "eval_overall_f1": 0.8880866425992779, | |
| "eval_overall_precision": 0.858139534883721, | |
| "eval_overall_recall": 0.9201995012468828, | |
| "eval_runtime": 0.2414, | |
| "eval_samples_per_second": 704.205, | |
| "eval_steps_per_second": 12.427, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "grad_norm": 1.3999837636947632, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.0954, | |
| "step": 1536 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_LOCATION_f1": 0.8383838383838383, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.7904761904761904, | |
| "eval_LOCATION_recall": 0.8924731182795699, | |
| "eval_ORGANIZATION_f1": 0.853868194842407, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8142076502732241, | |
| "eval_ORGANIZATION_recall": 0.8975903614457831, | |
| "eval_PERSON_f1": 0.9616724738675958, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9517241379310345, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.07120219618082047, | |
| "eval_overall_accuracy": 0.9777777777777777, | |
| "eval_overall_f1": 0.8872901678657075, | |
| "eval_overall_precision": 0.8545034642032333, | |
| "eval_overall_recall": 0.9226932668329177, | |
| "eval_runtime": 0.242, | |
| "eval_samples_per_second": 702.395, | |
| "eval_steps_per_second": 12.395, | |
| "step": 1536 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "grad_norm": 0.5972534418106079, | |
| "learning_rate": 4.15e-05, | |
| "loss": 0.0911, | |
| "step": 1632 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_LOCATION_f1": 0.8717948717948718, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8333333333333334, | |
| "eval_LOCATION_recall": 0.9139784946236559, | |
| "eval_ORGANIZATION_f1": 0.8571428571428572, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8305084745762712, | |
| "eval_ORGANIZATION_recall": 0.8855421686746988, | |
| "eval_PERSON_f1": 0.9583333333333334, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9452054794520548, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.06439894437789917, | |
| "eval_overall_accuracy": 0.9799725651577503, | |
| "eval_overall_f1": 0.8958837772397095, | |
| "eval_overall_precision": 0.8705882352941177, | |
| "eval_overall_recall": 0.9226932668329177, | |
| "eval_runtime": 0.2408, | |
| "eval_samples_per_second": 705.855, | |
| "eval_steps_per_second": 12.456, | |
| "step": 1632 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "grad_norm": 0.6317753195762634, | |
| "learning_rate": 4.1e-05, | |
| "loss": 0.0868, | |
| "step": 1728 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_LOCATION_f1": 0.8704663212435233, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.84, | |
| "eval_LOCATION_recall": 0.9032258064516129, | |
| "eval_ORGANIZATION_f1": 0.8746355685131194, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.847457627118644, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.06092643737792969, | |
| "eval_overall_accuracy": 0.9816186556927298, | |
| "eval_overall_f1": 0.9051094890510949, | |
| "eval_overall_precision": 0.8836104513064132, | |
| "eval_overall_recall": 0.9276807980049875, | |
| "eval_runtime": 0.2418, | |
| "eval_samples_per_second": 702.974, | |
| "eval_steps_per_second": 12.405, | |
| "step": 1728 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "grad_norm": 0.9092683792114258, | |
| "learning_rate": 4.05e-05, | |
| "loss": 0.082, | |
| "step": 1824 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_LOCATION_f1": 0.8969072164948454, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8613861386138614, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8790560471976401, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.861271676300578, | |
| "eval_ORGANIZATION_recall": 0.8975903614457831, | |
| "eval_PERSON_f1": 0.9583333333333334, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9452054794520548, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.059390630573034286, | |
| "eval_overall_accuracy": 0.9813443072702333, | |
| "eval_overall_f1": 0.9110840438489648, | |
| "eval_overall_precision": 0.8904761904761904, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2419, | |
| "eval_samples_per_second": 702.863, | |
| "eval_steps_per_second": 12.403, | |
| "step": 1824 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "grad_norm": 0.6492010951042175, | |
| "learning_rate": 4e-05, | |
| "loss": 0.0785, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_LOCATION_f1": 0.8911917098445595, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.86, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.8645533141210374, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8287292817679558, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.05844908207654953, | |
| "eval_overall_accuracy": 0.9813443072702333, | |
| "eval_overall_f1": 0.9055690072639225, | |
| "eval_overall_precision": 0.88, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2478, | |
| "eval_samples_per_second": 686.08, | |
| "eval_steps_per_second": 12.107, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "grad_norm": 0.6365026235580444, | |
| "learning_rate": 3.9500000000000005e-05, | |
| "loss": 0.0804, | |
| "step": 2016 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_LOCATION_f1": 0.8923076923076922, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8529411764705882, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8695652173913043, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8379888268156425, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.9583333333333334, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9452054794520548, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.05869784578680992, | |
| "eval_overall_accuracy": 0.980246913580247, | |
| "eval_overall_f1": 0.9057971014492753, | |
| "eval_overall_precision": 0.8782201405152225, | |
| "eval_overall_recall": 0.9351620947630923, | |
| "eval_runtime": 0.247, | |
| "eval_samples_per_second": 688.144, | |
| "eval_steps_per_second": 12.144, | |
| "step": 2016 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "grad_norm": 0.8496540784835815, | |
| "learning_rate": 3.9000000000000006e-05, | |
| "loss": 0.0751, | |
| "step": 2112 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_LOCATION_f1": 0.9072164948453608, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8712871287128713, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.884393063583815, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.85, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.9616724738675958, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9517241379310345, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.05693579837679863, | |
| "eval_overall_accuracy": 0.9821673525377229, | |
| "eval_overall_f1": 0.9165659008464329, | |
| "eval_overall_precision": 0.8896713615023474, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.248, | |
| "eval_samples_per_second": 685.6, | |
| "eval_steps_per_second": 12.099, | |
| "step": 2112 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "grad_norm": 1.1801159381866455, | |
| "learning_rate": 3.85e-05, | |
| "loss": 0.0747, | |
| "step": 2208 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_LOCATION_f1": 0.8934010152284263, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8461538461538461, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.8942598187311178, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.896969696969697, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.05449802055954933, | |
| "eval_overall_accuracy": 0.9829903978052126, | |
| "eval_overall_f1": 0.9189189189189189, | |
| "eval_overall_precision": 0.9055690072639225, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2476, | |
| "eval_samples_per_second": 686.678, | |
| "eval_steps_per_second": 12.118, | |
| "step": 2208 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "grad_norm": 0.9136117100715637, | |
| "learning_rate": 3.8e-05, | |
| "loss": 0.0733, | |
| "step": 2304 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_LOCATION_f1": 0.8787878787878788, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8285714285714286, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8835820895522388, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8757396449704142, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.9583333333333334, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9452054794520548, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.055243976414203644, | |
| "eval_overall_accuracy": 0.9810699588477366, | |
| "eval_overall_f1": 0.9086479902557857, | |
| "eval_overall_precision": 0.888095238095238, | |
| "eval_overall_recall": 0.9301745635910225, | |
| "eval_runtime": 0.2464, | |
| "eval_samples_per_second": 690.056, | |
| "eval_steps_per_second": 12.177, | |
| "step": 2304 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "grad_norm": 0.6865504384040833, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 0.0695, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_LOCATION_f1": 0.8888888888888888, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8380952380952381, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.8680351906158359, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8457142857142858, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.9583333333333334, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9452054794520548, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.054658565670251846, | |
| "eval_overall_accuracy": 0.9816186556927298, | |
| "eval_overall_f1": 0.9044740024183797, | |
| "eval_overall_precision": 0.8779342723004695, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2468, | |
| "eval_samples_per_second": 688.777, | |
| "eval_steps_per_second": 12.155, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "grad_norm": 0.20866434276103973, | |
| "learning_rate": 3.7e-05, | |
| "loss": 0.0697, | |
| "step": 2496 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_LOCATION_f1": 0.8969072164948454, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8613861386138614, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8862275449101796, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8809523809523809, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.9616724738675958, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9517241379310345, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04981612041592598, | |
| "eval_overall_accuracy": 0.9838134430727024, | |
| "eval_overall_f1": 0.9153374233128836, | |
| "eval_overall_precision": 0.9009661835748792, | |
| "eval_overall_recall": 0.9301745635910225, | |
| "eval_runtime": 0.2469, | |
| "eval_samples_per_second": 688.502, | |
| "eval_steps_per_second": 12.15, | |
| "step": 2496 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "grad_norm": 0.8859153389930725, | |
| "learning_rate": 3.65e-05, | |
| "loss": 0.064, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_LOCATION_f1": 0.9072164948453608, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8712871287128713, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.8856304985337244, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8628571428571429, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.9583333333333334, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9452054794520548, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.048702120780944824, | |
| "eval_overall_accuracy": 0.9838134430727024, | |
| "eval_overall_f1": 0.9161603888213851, | |
| "eval_overall_precision": 0.8933649289099526, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2414, | |
| "eval_samples_per_second": 704.354, | |
| "eval_steps_per_second": 12.43, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "grad_norm": 0.5901989340782166, | |
| "learning_rate": 3.6e-05, | |
| "loss": 0.0663, | |
| "step": 2688 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_LOCATION_f1": 0.9015544041450777, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.87, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8800000000000001, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8369565217391305, | |
| "eval_ORGANIZATION_recall": 0.927710843373494, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.05010833591222763, | |
| "eval_overall_accuracy": 0.9832647462277092, | |
| "eval_overall_f1": 0.9143546441495778, | |
| "eval_overall_precision": 0.8855140186915887, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2414, | |
| "eval_samples_per_second": 704.089, | |
| "eval_steps_per_second": 12.425, | |
| "step": 2688 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "grad_norm": 0.45621567964553833, | |
| "learning_rate": 3.55e-05, | |
| "loss": 0.064, | |
| "step": 2784 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_LOCATION_f1": 0.8979591836734693, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8543689320388349, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.8849557522123894, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8670520231213873, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.0482449010014534, | |
| "eval_overall_accuracy": 0.9843621399176955, | |
| "eval_overall_f1": 0.9159561510353227, | |
| "eval_overall_precision": 0.8952380952380953, | |
| "eval_overall_recall": 0.9376558603491272, | |
| "eval_runtime": 0.2421, | |
| "eval_samples_per_second": 702.234, | |
| "eval_steps_per_second": 12.392, | |
| "step": 2784 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "grad_norm": 0.7974165081977844, | |
| "learning_rate": 3.5e-05, | |
| "loss": 0.0606, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_LOCATION_f1": 0.9025641025641027, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8627450980392157, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.8895348837209304, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8595505617977528, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.047746580094099045, | |
| "eval_overall_accuracy": 0.9840877914951989, | |
| "eval_overall_f1": 0.9187878787878788, | |
| "eval_overall_precision": 0.8938679245283019, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2419, | |
| "eval_samples_per_second": 702.876, | |
| "eval_steps_per_second": 12.404, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "grad_norm": 0.22428223490715027, | |
| "learning_rate": 3.45e-05, | |
| "loss": 0.0616, | |
| "step": 2976 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_LOCATION_f1": 0.911917098445596, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.88, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.880952380952381, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8705882352941177, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04754789173603058, | |
| "eval_overall_accuracy": 0.9854595336076818, | |
| "eval_overall_f1": 0.9177914110429448, | |
| "eval_overall_precision": 0.9033816425120773, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.24, | |
| "eval_samples_per_second": 708.439, | |
| "eval_steps_per_second": 12.502, | |
| "step": 2976 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "grad_norm": 1.4624749422073364, | |
| "learning_rate": 3.4000000000000007e-05, | |
| "loss": 0.0582, | |
| "step": 3072 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_LOCATION_f1": 0.9015544041450777, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.87, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8783382789317508, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8654970760233918, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.046220194548368454, | |
| "eval_overall_accuracy": 0.9849108367626886, | |
| "eval_overall_f1": 0.9142156862745099, | |
| "eval_overall_precision": 0.8987951807228916, | |
| "eval_overall_recall": 0.9301745635910225, | |
| "eval_runtime": 0.2405, | |
| "eval_samples_per_second": 706.758, | |
| "eval_steps_per_second": 12.472, | |
| "step": 3072 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "grad_norm": 0.7480071783065796, | |
| "learning_rate": 3.35e-05, | |
| "loss": 0.058, | |
| "step": 3168 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_LOCATION_f1": 0.8923076923076922, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8529411764705882, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8849557522123894, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8670520231213873, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.046276405453681946, | |
| "eval_overall_accuracy": 0.9843621399176955, | |
| "eval_overall_f1": 0.9146341463414634, | |
| "eval_overall_precision": 0.8949880668257757, | |
| "eval_overall_recall": 0.9351620947630923, | |
| "eval_runtime": 0.2417, | |
| "eval_samples_per_second": 703.371, | |
| "eval_steps_per_second": 12.412, | |
| "step": 3168 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "grad_norm": 0.6384849548339844, | |
| "learning_rate": 3.3e-05, | |
| "loss": 0.0587, | |
| "step": 3264 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_LOCATION_f1": 0.9015544041450777, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.87, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.883720930232558, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8539325842696629, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04486535117030144, | |
| "eval_overall_accuracy": 0.9843621399176955, | |
| "eval_overall_f1": 0.9172749391727494, | |
| "eval_overall_precision": 0.8954869358669834, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2415, | |
| "eval_samples_per_second": 703.893, | |
| "eval_steps_per_second": 12.422, | |
| "step": 3264 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "grad_norm": 0.5088446736335754, | |
| "learning_rate": 3.2500000000000004e-05, | |
| "loss": 0.056, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_LOCATION_f1": 0.8969072164948454, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8613861386138614, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8830409356725145, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8579545454545454, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.044350359588861465, | |
| "eval_overall_accuracy": 0.9843621399176955, | |
| "eval_overall_f1": 0.9159561510353227, | |
| "eval_overall_precision": 0.8952380952380953, | |
| "eval_overall_recall": 0.9376558603491272, | |
| "eval_runtime": 0.2412, | |
| "eval_samples_per_second": 704.892, | |
| "eval_steps_per_second": 12.439, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "grad_norm": 1.4163638353347778, | |
| "learning_rate": 3.2000000000000005e-05, | |
| "loss": 0.0573, | |
| "step": 3456 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_LOCATION_f1": 0.8969072164948454, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8613861386138614, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8882352941176471, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.867816091954023, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.044320087879896164, | |
| "eval_overall_accuracy": 0.984636488340192, | |
| "eval_overall_f1": 0.9181929181929182, | |
| "eval_overall_precision": 0.8995215311004785, | |
| "eval_overall_recall": 0.9376558603491272, | |
| "eval_runtime": 0.2413, | |
| "eval_samples_per_second": 704.491, | |
| "eval_steps_per_second": 12.432, | |
| "step": 3456 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "grad_norm": 1.3629268407821655, | |
| "learning_rate": 3.15e-05, | |
| "loss": 0.0538, | |
| "step": 3552 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "eval_LOCATION_f1": 0.8958333333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8686868686868687, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.8830409356725145, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8579545454545454, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04334717243909836, | |
| "eval_overall_accuracy": 0.9854595336076818, | |
| "eval_overall_f1": 0.9157509157509157, | |
| "eval_overall_precision": 0.8971291866028708, | |
| "eval_overall_recall": 0.9351620947630923, | |
| "eval_runtime": 0.2417, | |
| "eval_samples_per_second": 703.413, | |
| "eval_steps_per_second": 12.413, | |
| "step": 3552 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "grad_norm": 0.3516825735569, | |
| "learning_rate": 3.1e-05, | |
| "loss": 0.0533, | |
| "step": 3648 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "eval_LOCATION_f1": 0.8958333333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8686868686868687, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.8823529411764707, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8620689655172413, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.043126873672008514, | |
| "eval_overall_accuracy": 0.9849108367626886, | |
| "eval_overall_f1": 0.9155446756425949, | |
| "eval_overall_precision": 0.8990384615384616, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.242, | |
| "eval_samples_per_second": 702.567, | |
| "eval_steps_per_second": 12.398, | |
| "step": 3648 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "grad_norm": 0.826287567615509, | |
| "learning_rate": 3.05e-05, | |
| "loss": 0.0513, | |
| "step": 3744 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "eval_LOCATION_f1": 0.8958333333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8686868686868687, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.8908554572271385, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8728323699421965, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04249382019042969, | |
| "eval_overall_accuracy": 0.9860082304526749, | |
| "eval_overall_f1": 0.9191176470588236, | |
| "eval_overall_precision": 0.9036144578313253, | |
| "eval_overall_recall": 0.9351620947630923, | |
| "eval_runtime": 0.2413, | |
| "eval_samples_per_second": 704.593, | |
| "eval_steps_per_second": 12.434, | |
| "step": 3744 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "grad_norm": 1.4402703046798706, | |
| "learning_rate": 3e-05, | |
| "loss": 0.0512, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "eval_LOCATION_f1": 0.8900523560209423, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8673469387755102, | |
| "eval_LOCATION_recall": 0.9139784946236559, | |
| "eval_ORGANIZATION_f1": 0.8790560471976401, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.861271676300578, | |
| "eval_ORGANIZATION_recall": 0.8975903614457831, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.043152716010808945, | |
| "eval_overall_accuracy": 0.9849108367626886, | |
| "eval_overall_f1": 0.9117647058823528, | |
| "eval_overall_precision": 0.8963855421686747, | |
| "eval_overall_recall": 0.9276807980049875, | |
| "eval_runtime": 0.241, | |
| "eval_samples_per_second": 705.333, | |
| "eval_steps_per_second": 12.447, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "grad_norm": 0.5191991925239563, | |
| "learning_rate": 2.95e-05, | |
| "loss": 0.051, | |
| "step": 3936 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "eval_LOCATION_f1": 0.8900523560209423, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8673469387755102, | |
| "eval_LOCATION_recall": 0.9139784946236559, | |
| "eval_ORGANIZATION_f1": 0.8882352941176471, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.867816091954023, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.0419062040746212, | |
| "eval_overall_accuracy": 0.9854595336076818, | |
| "eval_overall_f1": 0.9166666666666666, | |
| "eval_overall_precision": 0.9012048192771084, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2415, | |
| "eval_samples_per_second": 704.059, | |
| "eval_steps_per_second": 12.425, | |
| "step": 3936 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "grad_norm": 0.8008220195770264, | |
| "learning_rate": 2.9e-05, | |
| "loss": 0.0504, | |
| "step": 4032 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "eval_LOCATION_f1": 0.8900523560209423, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8673469387755102, | |
| "eval_LOCATION_recall": 0.9139784946236559, | |
| "eval_ORGANIZATION_f1": 0.8856304985337244, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8628571428571429, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.041928309947252274, | |
| "eval_overall_accuracy": 0.9851851851851852, | |
| "eval_overall_f1": 0.9155446756425949, | |
| "eval_overall_precision": 0.8990384615384616, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2429, | |
| "eval_samples_per_second": 699.741, | |
| "eval_steps_per_second": 12.348, | |
| "step": 4032 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "grad_norm": 0.6116604804992676, | |
| "learning_rate": 2.8499999999999998e-05, | |
| "loss": 0.0467, | |
| "step": 4128 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "eval_LOCATION_f1": 0.8900523560209423, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8673469387755102, | |
| "eval_LOCATION_recall": 0.9139784946236559, | |
| "eval_ORGANIZATION_f1": 0.8908554572271385, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8728323699421965, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.042027004063129425, | |
| "eval_overall_accuracy": 0.9851851851851852, | |
| "eval_overall_f1": 0.9177914110429448, | |
| "eval_overall_precision": 0.9033816425120773, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2423, | |
| "eval_samples_per_second": 701.558, | |
| "eval_steps_per_second": 12.38, | |
| "step": 4128 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "grad_norm": 0.5427521467208862, | |
| "learning_rate": 2.8000000000000003e-05, | |
| "loss": 0.0495, | |
| "step": 4224 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "eval_LOCATION_f1": 0.900523560209424, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8775510204081632, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.8823529411764707, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8620689655172413, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.042836010456085205, | |
| "eval_overall_accuracy": 0.9849108367626886, | |
| "eval_overall_f1": 0.9155446756425949, | |
| "eval_overall_precision": 0.8990384615384616, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2409, | |
| "eval_samples_per_second": 705.729, | |
| "eval_steps_per_second": 12.454, | |
| "step": 4224 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "grad_norm": 0.8470682501792908, | |
| "learning_rate": 2.7500000000000004e-05, | |
| "loss": 0.0481, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "eval_LOCATION_f1": 0.8958333333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8686868686868687, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.8934911242603549, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.877906976744186, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.041298165917396545, | |
| "eval_overall_accuracy": 0.9857338820301783, | |
| "eval_overall_f1": 0.9202453987730063, | |
| "eval_overall_precision": 0.9057971014492754, | |
| "eval_overall_recall": 0.9351620947630923, | |
| "eval_runtime": 0.2424, | |
| "eval_samples_per_second": 701.373, | |
| "eval_steps_per_second": 12.377, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "grad_norm": 0.35606712102890015, | |
| "learning_rate": 2.7000000000000002e-05, | |
| "loss": 0.045, | |
| "step": 4416 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "eval_LOCATION_f1": 0.90625, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8787878787878788, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.890207715133531, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8771929824561403, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04163467139005661, | |
| "eval_overall_accuracy": 0.9860082304526749, | |
| "eval_overall_f1": 0.9202453987730063, | |
| "eval_overall_precision": 0.9057971014492754, | |
| "eval_overall_recall": 0.9351620947630923, | |
| "eval_runtime": 0.2413, | |
| "eval_samples_per_second": 704.623, | |
| "eval_steps_per_second": 12.435, | |
| "step": 4416 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "grad_norm": 0.15657056868076324, | |
| "learning_rate": 2.6500000000000004e-05, | |
| "loss": 0.0459, | |
| "step": 4512 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "eval_LOCATION_f1": 0.900523560209424, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8775510204081632, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.896755162241888, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8786127167630058, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.041414789855480194, | |
| "eval_overall_accuracy": 0.9868312757201646, | |
| "eval_overall_f1": 0.9226993865030675, | |
| "eval_overall_precision": 0.9082125603864735, | |
| "eval_overall_recall": 0.9376558603491272, | |
| "eval_runtime": 0.2414, | |
| "eval_samples_per_second": 704.332, | |
| "eval_steps_per_second": 12.429, | |
| "step": 4512 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "grad_norm": 0.42030104994773865, | |
| "learning_rate": 2.6000000000000002e-05, | |
| "loss": 0.0452, | |
| "step": 4608 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "eval_LOCATION_f1": 0.9015544041450777, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.87, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8862275449101796, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8809523809523809, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04239359870553017, | |
| "eval_overall_accuracy": 0.9857338820301783, | |
| "eval_overall_f1": 0.917589175891759, | |
| "eval_overall_precision": 0.9053398058252428, | |
| "eval_overall_recall": 0.9301745635910225, | |
| "eval_runtime": 0.2454, | |
| "eval_samples_per_second": 692.721, | |
| "eval_steps_per_second": 12.224, | |
| "step": 4608 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "grad_norm": 0.6118212938308716, | |
| "learning_rate": 2.5500000000000003e-05, | |
| "loss": 0.0451, | |
| "step": 4704 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "eval_LOCATION_f1": 0.9109947643979057, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8877551020408163, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.9053254437869822, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8895348837209303, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04077785089612007, | |
| "eval_overall_accuracy": 0.9876543209876543, | |
| "eval_overall_f1": 0.9287469287469288, | |
| "eval_overall_precision": 0.9152542372881356, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.2464, | |
| "eval_samples_per_second": 689.975, | |
| "eval_steps_per_second": 12.176, | |
| "step": 4704 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "grad_norm": 0.44020506739616394, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.0432, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "eval_LOCATION_f1": 0.8958333333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8686868686868687, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.8994082840236686, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8837209302325582, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.041312020272016525, | |
| "eval_overall_accuracy": 0.9865569272976681, | |
| "eval_overall_f1": 0.9226993865030675, | |
| "eval_overall_precision": 0.9082125603864735, | |
| "eval_overall_recall": 0.9376558603491272, | |
| "eval_runtime": 0.2471, | |
| "eval_samples_per_second": 688.097, | |
| "eval_steps_per_second": 12.143, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 51.0, | |
| "grad_norm": 0.7177369594573975, | |
| "learning_rate": 2.45e-05, | |
| "loss": 0.0454, | |
| "step": 4896 | |
| }, | |
| { | |
| "epoch": 51.0, | |
| "eval_LOCATION_f1": 0.9015544041450777, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.87, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8955223880597014, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8875739644970414, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04165731742978096, | |
| "eval_overall_accuracy": 0.9865569272976681, | |
| "eval_overall_f1": 0.9213759213759214, | |
| "eval_overall_precision": 0.9079903147699758, | |
| "eval_overall_recall": 0.9351620947630923, | |
| "eval_runtime": 0.2465, | |
| "eval_samples_per_second": 689.691, | |
| "eval_steps_per_second": 12.171, | |
| "step": 4896 | |
| }, | |
| { | |
| "epoch": 52.0, | |
| "grad_norm": 1.029579758644104, | |
| "learning_rate": 2.4e-05, | |
| "loss": 0.044, | |
| "step": 4992 | |
| }, | |
| { | |
| "epoch": 52.0, | |
| "eval_LOCATION_f1": 0.894736842105263, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8762886597938144, | |
| "eval_LOCATION_recall": 0.9139784946236559, | |
| "eval_ORGANIZATION_f1": 0.8941176470588235, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8735632183908046, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04128466919064522, | |
| "eval_overall_accuracy": 0.9860082304526749, | |
| "eval_overall_f1": 0.9202453987730063, | |
| "eval_overall_precision": 0.9057971014492754, | |
| "eval_overall_recall": 0.9351620947630923, | |
| "eval_runtime": 0.2469, | |
| "eval_samples_per_second": 688.438, | |
| "eval_steps_per_second": 12.149, | |
| "step": 4992 | |
| }, | |
| { | |
| "epoch": 53.0, | |
| "grad_norm": 0.4525042474269867, | |
| "learning_rate": 2.35e-05, | |
| "loss": 0.0438, | |
| "step": 5088 | |
| }, | |
| { | |
| "epoch": 53.0, | |
| "eval_LOCATION_f1": 0.90625, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8787878787878788, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8994082840236686, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8837209302325582, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04248586297035217, | |
| "eval_overall_accuracy": 0.9865569272976681, | |
| "eval_overall_f1": 0.9251533742331289, | |
| "eval_overall_precision": 0.9106280193236715, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.246, | |
| "eval_samples_per_second": 690.925, | |
| "eval_steps_per_second": 12.193, | |
| "step": 5088 | |
| }, | |
| { | |
| "epoch": 54.0, | |
| "grad_norm": 1.3873966932296753, | |
| "learning_rate": 2.3000000000000003e-05, | |
| "loss": 0.0426, | |
| "step": 5184 | |
| }, | |
| { | |
| "epoch": 54.0, | |
| "eval_LOCATION_f1": 0.8854166666666665, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8585858585858586, | |
| "eval_LOCATION_recall": 0.9139784946236559, | |
| "eval_ORGANIZATION_f1": 0.8908554572271385, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8728323699421965, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04114874079823494, | |
| "eval_overall_accuracy": 0.9862825788751715, | |
| "eval_overall_f1": 0.9166666666666666, | |
| "eval_overall_precision": 0.9012048192771084, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2486, | |
| "eval_samples_per_second": 683.895, | |
| "eval_steps_per_second": 12.069, | |
| "step": 5184 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "grad_norm": 1.1131951808929443, | |
| "learning_rate": 2.25e-05, | |
| "loss": 0.0423, | |
| "step": 5280 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "eval_LOCATION_f1": 0.8958333333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8686868686868687, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.8842729970326408, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8713450292397661, | |
| "eval_ORGANIZATION_recall": 0.8975903614457831, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.040763795375823975, | |
| "eval_overall_accuracy": 0.9857338820301783, | |
| "eval_overall_f1": 0.9153374233128836, | |
| "eval_overall_precision": 0.9009661835748792, | |
| "eval_overall_recall": 0.9301745635910225, | |
| "eval_runtime": 0.2466, | |
| "eval_samples_per_second": 689.482, | |
| "eval_steps_per_second": 12.167, | |
| "step": 5280 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "grad_norm": 0.7127313017845154, | |
| "learning_rate": 2.2000000000000003e-05, | |
| "loss": 0.042, | |
| "step": 5376 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "eval_LOCATION_f1": 0.900523560209424, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8775510204081632, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.9053254437869822, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8895348837209303, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.040777694433927536, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9262899262899262, | |
| "eval_overall_precision": 0.9128329297820823, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2468, | |
| "eval_samples_per_second": 688.951, | |
| "eval_steps_per_second": 12.158, | |
| "step": 5376 | |
| }, | |
| { | |
| "epoch": 57.0, | |
| "grad_norm": 0.6182370185852051, | |
| "learning_rate": 2.15e-05, | |
| "loss": 0.0433, | |
| "step": 5472 | |
| }, | |
| { | |
| "epoch": 57.0, | |
| "eval_LOCATION_f1": 0.8969072164948454, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8613861386138614, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8862275449101796, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8809523809523809, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.041250262409448624, | |
| "eval_overall_accuracy": 0.9854595336076818, | |
| "eval_overall_f1": 0.9164619164619164, | |
| "eval_overall_precision": 0.9031476997578692, | |
| "eval_overall_recall": 0.9301745635910225, | |
| "eval_runtime": 0.2474, | |
| "eval_samples_per_second": 687.163, | |
| "eval_steps_per_second": 12.126, | |
| "step": 5472 | |
| }, | |
| { | |
| "epoch": 58.0, | |
| "grad_norm": 0.5789722204208374, | |
| "learning_rate": 2.1e-05, | |
| "loss": 0.0433, | |
| "step": 5568 | |
| }, | |
| { | |
| "epoch": 58.0, | |
| "eval_LOCATION_f1": 0.9109947643979057, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8877551020408163, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8869047619047619, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8764705882352941, | |
| "eval_ORGANIZATION_recall": 0.8975903614457831, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04161127284169197, | |
| "eval_overall_accuracy": 0.9857338820301783, | |
| "eval_overall_f1": 0.9200492004920048, | |
| "eval_overall_precision": 0.9077669902912622, | |
| "eval_overall_recall": 0.9326683291770573, | |
| "eval_runtime": 0.2464, | |
| "eval_samples_per_second": 689.936, | |
| "eval_steps_per_second": 12.175, | |
| "step": 5568 | |
| }, | |
| { | |
| "epoch": 59.0, | |
| "grad_norm": 0.3667323887348175, | |
| "learning_rate": 2.05e-05, | |
| "loss": 0.0391, | |
| "step": 5664 | |
| }, | |
| { | |
| "epoch": 59.0, | |
| "eval_LOCATION_f1": 0.8969072164948454, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8613861386138614, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8862275449101796, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8809523809523809, | |
| "eval_ORGANIZATION_recall": 0.891566265060241, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04131270572543144, | |
| "eval_overall_accuracy": 0.9854595336076818, | |
| "eval_overall_f1": 0.9164619164619164, | |
| "eval_overall_precision": 0.9031476997578692, | |
| "eval_overall_recall": 0.9301745635910225, | |
| "eval_runtime": 0.2465, | |
| "eval_samples_per_second": 689.522, | |
| "eval_steps_per_second": 12.168, | |
| "step": 5664 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "grad_norm": 0.9613834619522095, | |
| "learning_rate": 2e-05, | |
| "loss": 0.0403, | |
| "step": 5760 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "eval_LOCATION_f1": 0.9025641025641027, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8627450980392157, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.8922155688622753, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8869047619047619, | |
| "eval_ORGANIZATION_recall": 0.8975903614457831, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.04109574481844902, | |
| "eval_overall_accuracy": 0.9857338820301783, | |
| "eval_overall_f1": 0.9202453987730063, | |
| "eval_overall_precision": 0.9057971014492754, | |
| "eval_overall_recall": 0.9351620947630923, | |
| "eval_runtime": 0.246, | |
| "eval_samples_per_second": 690.944, | |
| "eval_steps_per_second": 12.193, | |
| "step": 5760 | |
| }, | |
| { | |
| "epoch": 61.0, | |
| "grad_norm": 0.6008909940719604, | |
| "learning_rate": 1.9500000000000003e-05, | |
| "loss": 0.0397, | |
| "step": 5856 | |
| }, | |
| { | |
| "epoch": 61.0, | |
| "eval_LOCATION_f1": 0.9052631578947367, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8865979381443299, | |
| "eval_LOCATION_recall": 0.9247311827956989, | |
| "eval_ORGANIZATION_f1": 0.9080118694362017, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8947368421052632, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039610207080841064, | |
| "eval_overall_accuracy": 0.9865569272976681, | |
| "eval_overall_f1": 0.9285714285714285, | |
| "eval_overall_precision": 0.9172749391727494, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2465, | |
| "eval_samples_per_second": 689.529, | |
| "eval_steps_per_second": 12.168, | |
| "step": 5856 | |
| }, | |
| { | |
| "epoch": 62.0, | |
| "grad_norm": 0.6965606808662415, | |
| "learning_rate": 1.9e-05, | |
| "loss": 0.0384, | |
| "step": 5952 | |
| }, | |
| { | |
| "epoch": 62.0, | |
| "eval_LOCATION_f1": 0.9015544041450777, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.87, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.8988095238095238, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.888235294117647, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.040546514093875885, | |
| "eval_overall_accuracy": 0.9860082304526749, | |
| "eval_overall_f1": 0.9238329238329237, | |
| "eval_overall_precision": 0.910411622276029, | |
| "eval_overall_recall": 0.9376558603491272, | |
| "eval_runtime": 0.246, | |
| "eval_samples_per_second": 690.94, | |
| "eval_steps_per_second": 12.193, | |
| "step": 5952 | |
| }, | |
| { | |
| "epoch": 63.0, | |
| "grad_norm": 1.4562734365463257, | |
| "learning_rate": 1.85e-05, | |
| "loss": 0.0388, | |
| "step": 6048 | |
| }, | |
| { | |
| "epoch": 63.0, | |
| "eval_LOCATION_f1": 0.9072164948453608, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8712871287128713, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.8982035928143712, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8928571428571429, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.0406072661280632, | |
| "eval_overall_accuracy": 0.9862825788751715, | |
| "eval_overall_f1": 0.9249692496924969, | |
| "eval_overall_precision": 0.912621359223301, | |
| "eval_overall_recall": 0.9376558603491272, | |
| "eval_runtime": 0.2453, | |
| "eval_samples_per_second": 693.047, | |
| "eval_steps_per_second": 12.23, | |
| "step": 6048 | |
| }, | |
| { | |
| "epoch": 64.0, | |
| "grad_norm": 0.8412647843360901, | |
| "learning_rate": 1.8e-05, | |
| "loss": 0.0372, | |
| "step": 6144 | |
| }, | |
| { | |
| "epoch": 64.0, | |
| "eval_LOCATION_f1": 0.9109947643979057, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8877551020408163, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.9107142857142857, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.0397164486348629, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9310344827586207, | |
| "eval_overall_precision": 0.9197080291970803, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.248, | |
| "eval_samples_per_second": 685.384, | |
| "eval_steps_per_second": 12.095, | |
| "step": 6144 | |
| }, | |
| { | |
| "epoch": 65.0, | |
| "grad_norm": 0.5504492521286011, | |
| "learning_rate": 1.75e-05, | |
| "loss": 0.0368, | |
| "step": 6240 | |
| }, | |
| { | |
| "epoch": 65.0, | |
| "eval_LOCATION_f1": 0.911917098445596, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.88, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9047619047619048, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8941176470588236, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.040799230337142944, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9287469287469288, | |
| "eval_overall_precision": 0.9152542372881356, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.2461, | |
| "eval_samples_per_second": 690.647, | |
| "eval_steps_per_second": 12.188, | |
| "step": 6240 | |
| }, | |
| { | |
| "epoch": 66.0, | |
| "grad_norm": 0.5533114075660706, | |
| "learning_rate": 1.7000000000000003e-05, | |
| "loss": 0.0385, | |
| "step": 6336 | |
| }, | |
| { | |
| "epoch": 66.0, | |
| "eval_LOCATION_f1": 0.90625, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8787878787878788, | |
| "eval_LOCATION_recall": 0.9354838709677419, | |
| "eval_ORGANIZATION_f1": 0.9074626865671641, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8994082840236687, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039892882108688354, | |
| "eval_overall_accuracy": 0.9868312757201646, | |
| "eval_overall_f1": 0.9285714285714285, | |
| "eval_overall_precision": 0.9172749391727494, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2466, | |
| "eval_samples_per_second": 689.258, | |
| "eval_steps_per_second": 12.163, | |
| "step": 6336 | |
| }, | |
| { | |
| "epoch": 67.0, | |
| "grad_norm": 0.2566806972026825, | |
| "learning_rate": 1.65e-05, | |
| "loss": 0.0366, | |
| "step": 6432 | |
| }, | |
| { | |
| "epoch": 67.0, | |
| "eval_LOCATION_f1": 0.9072164948453608, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8712871287128713, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9041916167664671, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.8988095238095238, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.040724191814661026, | |
| "eval_overall_accuracy": 0.9862825788751715, | |
| "eval_overall_f1": 0.9262899262899262, | |
| "eval_overall_precision": 0.9128329297820823, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2457, | |
| "eval_samples_per_second": 691.771, | |
| "eval_steps_per_second": 12.208, | |
| "step": 6432 | |
| }, | |
| { | |
| "epoch": 68.0, | |
| "grad_norm": 1.0337544679641724, | |
| "learning_rate": 1.6000000000000003e-05, | |
| "loss": 0.0358, | |
| "step": 6528 | |
| }, | |
| { | |
| "epoch": 68.0, | |
| "eval_LOCATION_f1": 0.9214659685863874, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8979591836734694, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9189189189189191, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9161676646706587, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03972390666604042, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9369592088998765, | |
| "eval_overall_precision": 0.928921568627451, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2455, | |
| "eval_samples_per_second": 692.515, | |
| "eval_steps_per_second": 12.221, | |
| "step": 6528 | |
| }, | |
| { | |
| "epoch": 69.0, | |
| "grad_norm": 0.9264416694641113, | |
| "learning_rate": 1.55e-05, | |
| "loss": 0.0366, | |
| "step": 6624 | |
| }, | |
| { | |
| "epoch": 69.0, | |
| "eval_LOCATION_f1": 0.9319371727748691, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9081632653061225, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9096385542168675, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9096385542168675, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03978828340768814, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9344870210135972, | |
| "eval_overall_precision": 0.9264705882352942, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.2408, | |
| "eval_samples_per_second": 706.091, | |
| "eval_steps_per_second": 12.46, | |
| "step": 6624 | |
| }, | |
| { | |
| "epoch": 70.0, | |
| "grad_norm": 0.6838388442993164, | |
| "learning_rate": 1.5e-05, | |
| "loss": 0.0362, | |
| "step": 6720 | |
| }, | |
| { | |
| "epoch": 70.0, | |
| "eval_LOCATION_f1": 0.9214659685863874, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8979591836734694, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9101796407185628, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9047619047619048, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03955680504441261, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9321824907521579, | |
| "eval_overall_precision": 0.9219512195121952, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.2413, | |
| "eval_samples_per_second": 704.427, | |
| "eval_steps_per_second": 12.431, | |
| "step": 6720 | |
| }, | |
| { | |
| "epoch": 71.0, | |
| "grad_norm": 0.6758135557174683, | |
| "learning_rate": 1.45e-05, | |
| "loss": 0.0353, | |
| "step": 6816 | |
| }, | |
| { | |
| "epoch": 71.0, | |
| "eval_LOCATION_f1": 0.9424083769633509, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9183673469387755, | |
| "eval_LOCATION_recall": 0.967741935483871, | |
| "eval_ORGANIZATION_f1": 0.9253731343283581, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9171597633136095, | |
| "eval_ORGANIZATION_recall": 0.9337349397590361, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039997898042201996, | |
| "eval_overall_accuracy": 0.9879286694101509, | |
| "eval_overall_f1": 0.9445129469790383, | |
| "eval_overall_precision": 0.9341463414634147, | |
| "eval_overall_recall": 0.9551122194513716, | |
| "eval_runtime": 0.2465, | |
| "eval_samples_per_second": 689.659, | |
| "eval_steps_per_second": 12.17, | |
| "step": 6816 | |
| }, | |
| { | |
| "epoch": 72.0, | |
| "grad_norm": 0.5128298997879028, | |
| "learning_rate": 1.4000000000000001e-05, | |
| "loss": 0.0358, | |
| "step": 6912 | |
| }, | |
| { | |
| "epoch": 72.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9123867069486404, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9151515151515152, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03966869041323662, | |
| "eval_overall_accuracy": 0.9868312757201646, | |
| "eval_overall_f1": 0.9333333333333333, | |
| "eval_overall_precision": 0.9242053789731052, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.246, | |
| "eval_samples_per_second": 690.926, | |
| "eval_steps_per_second": 12.193, | |
| "step": 6912 | |
| }, | |
| { | |
| "epoch": 73.0, | |
| "grad_norm": 0.7278727293014526, | |
| "learning_rate": 1.3500000000000001e-05, | |
| "loss": 0.0333, | |
| "step": 7008 | |
| }, | |
| { | |
| "epoch": 73.0, | |
| "eval_LOCATION_f1": 0.9270833333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.898989898989899, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039260078221559525, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9358024691358026, | |
| "eval_overall_precision": 0.9266503667481663, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2467, | |
| "eval_samples_per_second": 689.174, | |
| "eval_steps_per_second": 12.162, | |
| "step": 7008 | |
| }, | |
| { | |
| "epoch": 74.0, | |
| "grad_norm": 0.237697571516037, | |
| "learning_rate": 1.3000000000000001e-05, | |
| "loss": 0.0338, | |
| "step": 7104 | |
| }, | |
| { | |
| "epoch": 74.0, | |
| "eval_LOCATION_f1": 0.9214659685863874, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8979591836734694, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9096385542168675, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9096385542168675, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03926811367273331, | |
| "eval_overall_accuracy": 0.9868312757201646, | |
| "eval_overall_f1": 0.9320148331273177, | |
| "eval_overall_precision": 0.9240196078431373, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2471, | |
| "eval_samples_per_second": 688.111, | |
| "eval_steps_per_second": 12.143, | |
| "step": 7104 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "grad_norm": 0.649970531463623, | |
| "learning_rate": 1.25e-05, | |
| "loss": 0.0368, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "eval_LOCATION_f1": 0.9424083769633509, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9183673469387755, | |
| "eval_LOCATION_recall": 0.967741935483871, | |
| "eval_ORGANIZATION_f1": 0.9189189189189191, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9161676646706587, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039759960025548935, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9407407407407408, | |
| "eval_overall_precision": 0.9315403422982885, | |
| "eval_overall_recall": 0.9501246882793017, | |
| "eval_runtime": 0.2461, | |
| "eval_samples_per_second": 690.875, | |
| "eval_steps_per_second": 12.192, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 76.0, | |
| "grad_norm": 0.20745112001895905, | |
| "learning_rate": 1.2e-05, | |
| "loss": 0.034, | |
| "step": 7296 | |
| }, | |
| { | |
| "epoch": 76.0, | |
| "eval_LOCATION_f1": 0.9270833333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.898989898989899, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9123867069486404, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9151515151515152, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03980717062950134, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9344870210135972, | |
| "eval_overall_precision": 0.9264705882352942, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.2461, | |
| "eval_samples_per_second": 690.818, | |
| "eval_steps_per_second": 12.191, | |
| "step": 7296 | |
| }, | |
| { | |
| "epoch": 77.0, | |
| "grad_norm": 0.31113100051879883, | |
| "learning_rate": 1.1500000000000002e-05, | |
| "loss": 0.0358, | |
| "step": 7392 | |
| }, | |
| { | |
| "epoch": 77.0, | |
| "eval_LOCATION_f1": 0.9270833333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.898989898989899, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9123867069486404, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9151515151515152, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03914351761341095, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9344870210135972, | |
| "eval_overall_precision": 0.9264705882352942, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.2476, | |
| "eval_samples_per_second": 686.641, | |
| "eval_steps_per_second": 12.117, | |
| "step": 7392 | |
| }, | |
| { | |
| "epoch": 78.0, | |
| "grad_norm": 0.7353150248527527, | |
| "learning_rate": 1.1000000000000001e-05, | |
| "loss": 0.0343, | |
| "step": 7488 | |
| }, | |
| { | |
| "epoch": 78.0, | |
| "eval_LOCATION_f1": 0.9166666666666667, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8888888888888888, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9096385542168675, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9096385542168675, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03905315324664116, | |
| "eval_overall_accuracy": 0.9868312757201646, | |
| "eval_overall_f1": 0.9308641975308642, | |
| "eval_overall_precision": 0.921760391198044, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2472, | |
| "eval_samples_per_second": 687.639, | |
| "eval_steps_per_second": 12.135, | |
| "step": 7488 | |
| }, | |
| { | |
| "epoch": 79.0, | |
| "grad_norm": 0.30361926555633545, | |
| "learning_rate": 1.05e-05, | |
| "loss": 0.0338, | |
| "step": 7584 | |
| }, | |
| { | |
| "epoch": 79.0, | |
| "eval_LOCATION_f1": 0.9214659685863874, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8979591836734694, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.906906906906907, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9041916167664671, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.038806237280368805, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9308641975308642, | |
| "eval_overall_precision": 0.921760391198044, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2465, | |
| "eval_samples_per_second": 689.665, | |
| "eval_steps_per_second": 12.171, | |
| "step": 7584 | |
| }, | |
| { | |
| "epoch": 80.0, | |
| "grad_norm": 1.1131361722946167, | |
| "learning_rate": 1e-05, | |
| "loss": 0.0343, | |
| "step": 7680 | |
| }, | |
| { | |
| "epoch": 80.0, | |
| "eval_LOCATION_f1": 0.9214659685863874, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8979591836734694, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9107142857142857, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03866330534219742, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.932349323493235, | |
| "eval_overall_precision": 0.9199029126213593, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2457, | |
| "eval_samples_per_second": 691.859, | |
| "eval_steps_per_second": 12.209, | |
| "step": 7680 | |
| }, | |
| { | |
| "epoch": 81.0, | |
| "grad_norm": 0.6379571557044983, | |
| "learning_rate": 9.5e-06, | |
| "loss": 0.0345, | |
| "step": 7776 | |
| }, | |
| { | |
| "epoch": 81.0, | |
| "eval_LOCATION_f1": 0.9374999999999999, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9090909090909091, | |
| "eval_LOCATION_recall": 0.967741935483871, | |
| "eval_ORGANIZATION_f1": 0.9189189189189191, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9161676646706587, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03968603536486626, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9395807644882862, | |
| "eval_overall_precision": 0.9292682926829269, | |
| "eval_overall_recall": 0.9501246882793017, | |
| "eval_runtime": 0.2455, | |
| "eval_samples_per_second": 692.572, | |
| "eval_steps_per_second": 12.222, | |
| "step": 7776 | |
| }, | |
| { | |
| "epoch": 82.0, | |
| "grad_norm": 0.5990679264068604, | |
| "learning_rate": 9e-06, | |
| "loss": 0.0332, | |
| "step": 7872 | |
| }, | |
| { | |
| "epoch": 82.0, | |
| "eval_LOCATION_f1": 0.9374999999999999, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9090909090909091, | |
| "eval_LOCATION_recall": 0.967741935483871, | |
| "eval_ORGANIZATION_f1": 0.9096385542168675, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9096385542168675, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.040456149727106094, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9358024691358026, | |
| "eval_overall_precision": 0.9266503667481663, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.247, | |
| "eval_samples_per_second": 688.124, | |
| "eval_steps_per_second": 12.143, | |
| "step": 7872 | |
| }, | |
| { | |
| "epoch": 83.0, | |
| "grad_norm": 0.177412748336792, | |
| "learning_rate": 8.500000000000002e-06, | |
| "loss": 0.0341, | |
| "step": 7968 | |
| }, | |
| { | |
| "epoch": 83.0, | |
| "eval_LOCATION_f1": 0.9166666666666667, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8888888888888888, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9063444108761329, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9090909090909091, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.040099721401929855, | |
| "eval_overall_accuracy": 0.9865569272976681, | |
| "eval_overall_f1": 0.9295426452410381, | |
| "eval_overall_precision": 0.9215686274509803, | |
| "eval_overall_recall": 0.9376558603491272, | |
| "eval_runtime": 0.2455, | |
| "eval_samples_per_second": 692.361, | |
| "eval_steps_per_second": 12.218, | |
| "step": 7968 | |
| }, | |
| { | |
| "epoch": 84.0, | |
| "grad_norm": 0.37546971440315247, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 0.0323, | |
| "step": 8064 | |
| }, | |
| { | |
| "epoch": 84.0, | |
| "eval_LOCATION_f1": 0.9326424870466321, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9, | |
| "eval_LOCATION_recall": 0.967741935483871, | |
| "eval_ORGANIZATION_f1": 0.9123867069486404, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9151515151515152, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.040154702961444855, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9358024691358026, | |
| "eval_overall_precision": 0.9266503667481663, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2458, | |
| "eval_samples_per_second": 691.483, | |
| "eval_steps_per_second": 12.203, | |
| "step": 8064 | |
| }, | |
| { | |
| "epoch": 85.0, | |
| "grad_norm": 0.6602434515953064, | |
| "learning_rate": 7.5e-06, | |
| "loss": 0.0331, | |
| "step": 8160 | |
| }, | |
| { | |
| "epoch": 85.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9123867069486404, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9151515151515152, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03959035128355026, | |
| "eval_overall_accuracy": 0.9868312757201646, | |
| "eval_overall_f1": 0.9333333333333333, | |
| "eval_overall_precision": 0.9242053789731052, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.2456, | |
| "eval_samples_per_second": 692.054, | |
| "eval_steps_per_second": 12.213, | |
| "step": 8160 | |
| }, | |
| { | |
| "epoch": 86.0, | |
| "grad_norm": 0.2509349286556244, | |
| "learning_rate": 7.000000000000001e-06, | |
| "loss": 0.0337, | |
| "step": 8256 | |
| }, | |
| { | |
| "epoch": 86.0, | |
| "eval_LOCATION_f1": 0.9270833333333334, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.898989898989899, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9063444108761329, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9090909090909091, | |
| "eval_ORGANIZATION_recall": 0.9036144578313253, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03948034718632698, | |
| "eval_overall_accuracy": 0.9868312757201646, | |
| "eval_overall_f1": 0.9320148331273177, | |
| "eval_overall_precision": 0.9240196078431373, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2472, | |
| "eval_samples_per_second": 687.777, | |
| "eval_steps_per_second": 12.137, | |
| "step": 8256 | |
| }, | |
| { | |
| "epoch": 87.0, | |
| "grad_norm": 0.661189615726471, | |
| "learning_rate": 6.5000000000000004e-06, | |
| "loss": 0.0336, | |
| "step": 8352 | |
| }, | |
| { | |
| "epoch": 87.0, | |
| "eval_LOCATION_f1": 0.9166666666666667, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8888888888888888, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9096385542168675, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9096385542168675, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03930089995265007, | |
| "eval_overall_accuracy": 0.9868312757201646, | |
| "eval_overall_f1": 0.9308641975308642, | |
| "eval_overall_precision": 0.921760391198044, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2459, | |
| "eval_samples_per_second": 691.262, | |
| "eval_steps_per_second": 12.199, | |
| "step": 8352 | |
| }, | |
| { | |
| "epoch": 88.0, | |
| "grad_norm": 0.48950380086898804, | |
| "learning_rate": 6e-06, | |
| "loss": 0.0331, | |
| "step": 8448 | |
| }, | |
| { | |
| "epoch": 88.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03947994112968445, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9346485819975339, | |
| "eval_overall_precision": 0.9243902439024391, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2401, | |
| "eval_samples_per_second": 707.944, | |
| "eval_steps_per_second": 12.493, | |
| "step": 8448 | |
| }, | |
| { | |
| "epoch": 89.0, | |
| "grad_norm": 0.7067318558692932, | |
| "learning_rate": 5.500000000000001e-06, | |
| "loss": 0.0336, | |
| "step": 8544 | |
| }, | |
| { | |
| "epoch": 89.0, | |
| "eval_LOCATION_f1": 0.9166666666666667, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.8888888888888888, | |
| "eval_LOCATION_recall": 0.946236559139785, | |
| "eval_ORGANIZATION_f1": 0.9096385542168675, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9096385542168675, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039586834609508514, | |
| "eval_overall_accuracy": 0.9868312757201646, | |
| "eval_overall_f1": 0.9308641975308642, | |
| "eval_overall_precision": 0.921760391198044, | |
| "eval_overall_recall": 0.940149625935162, | |
| "eval_runtime": 0.2459, | |
| "eval_samples_per_second": 691.413, | |
| "eval_steps_per_second": 12.201, | |
| "step": 8544 | |
| }, | |
| { | |
| "epoch": 90.0, | |
| "grad_norm": 0.44989824295043945, | |
| "learning_rate": 5e-06, | |
| "loss": 0.033, | |
| "step": 8640 | |
| }, | |
| { | |
| "epoch": 90.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039642609655857086, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9346485819975339, | |
| "eval_overall_precision": 0.9243902439024391, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2453, | |
| "eval_samples_per_second": 693.022, | |
| "eval_steps_per_second": 12.23, | |
| "step": 8640 | |
| }, | |
| { | |
| "epoch": 91.0, | |
| "grad_norm": 0.375193327665329, | |
| "learning_rate": 4.5e-06, | |
| "loss": 0.033, | |
| "step": 8736 | |
| }, | |
| { | |
| "epoch": 91.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9123867069486404, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9151515151515152, | |
| "eval_ORGANIZATION_recall": 0.9096385542168675, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03953820466995239, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9333333333333333, | |
| "eval_overall_precision": 0.9242053789731052, | |
| "eval_overall_recall": 0.942643391521197, | |
| "eval_runtime": 0.2465, | |
| "eval_samples_per_second": 689.739, | |
| "eval_steps_per_second": 12.172, | |
| "step": 8736 | |
| }, | |
| { | |
| "epoch": 92.0, | |
| "grad_norm": 0.14784856140613556, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 0.0317, | |
| "step": 8832 | |
| }, | |
| { | |
| "epoch": 92.0, | |
| "eval_LOCATION_f1": 0.9374999999999999, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9090909090909091, | |
| "eval_LOCATION_recall": 0.967741935483871, | |
| "eval_ORGANIZATION_f1": 0.9129129129129129, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9101796407185628, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03980843722820282, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9382716049382714, | |
| "eval_overall_precision": 0.9290953545232273, | |
| "eval_overall_recall": 0.9476309226932669, | |
| "eval_runtime": 0.2461, | |
| "eval_samples_per_second": 690.671, | |
| "eval_steps_per_second": 12.188, | |
| "step": 8832 | |
| }, | |
| { | |
| "epoch": 93.0, | |
| "grad_norm": 0.5254346132278442, | |
| "learning_rate": 3.5000000000000004e-06, | |
| "loss": 0.0337, | |
| "step": 8928 | |
| }, | |
| { | |
| "epoch": 93.0, | |
| "eval_LOCATION_f1": 0.9326424870466321, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9, | |
| "eval_LOCATION_recall": 0.967741935483871, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039689503610134125, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9371146732429101, | |
| "eval_overall_precision": 0.926829268292683, | |
| "eval_overall_recall": 0.9476309226932669, | |
| "eval_runtime": 0.2461, | |
| "eval_samples_per_second": 690.671, | |
| "eval_steps_per_second": 12.188, | |
| "step": 8928 | |
| }, | |
| { | |
| "epoch": 94.0, | |
| "grad_norm": 0.2744879126548767, | |
| "learning_rate": 3e-06, | |
| "loss": 0.0324, | |
| "step": 9024 | |
| }, | |
| { | |
| "epoch": 94.0, | |
| "eval_LOCATION_f1": 0.9326424870466321, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9, | |
| "eval_LOCATION_recall": 0.967741935483871, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03970589116215706, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9371146732429101, | |
| "eval_overall_precision": 0.926829268292683, | |
| "eval_overall_recall": 0.9476309226932669, | |
| "eval_runtime": 0.2461, | |
| "eval_samples_per_second": 690.871, | |
| "eval_steps_per_second": 12.192, | |
| "step": 9024 | |
| }, | |
| { | |
| "epoch": 95.0, | |
| "grad_norm": 0.8289042115211487, | |
| "learning_rate": 2.5e-06, | |
| "loss": 0.033, | |
| "step": 9120 | |
| }, | |
| { | |
| "epoch": 95.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03949153423309326, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9346485819975339, | |
| "eval_overall_precision": 0.9243902439024391, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2452, | |
| "eval_samples_per_second": 693.3, | |
| "eval_steps_per_second": 12.235, | |
| "step": 9120 | |
| }, | |
| { | |
| "epoch": 96.0, | |
| "grad_norm": 0.32764148712158203, | |
| "learning_rate": 2.0000000000000003e-06, | |
| "loss": 0.0309, | |
| "step": 9216 | |
| }, | |
| { | |
| "epoch": 96.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9189189189189191, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9161676646706587, | |
| "eval_ORGANIZATION_recall": 0.9216867469879518, | |
| "eval_PERSON_f1": 0.968421052631579, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.965034965034965, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039386630058288574, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9371146732429101, | |
| "eval_overall_precision": 0.926829268292683, | |
| "eval_overall_recall": 0.9476309226932669, | |
| "eval_runtime": 0.2465, | |
| "eval_samples_per_second": 689.731, | |
| "eval_steps_per_second": 12.172, | |
| "step": 9216 | |
| }, | |
| { | |
| "epoch": 97.0, | |
| "grad_norm": 0.12100930511951447, | |
| "learning_rate": 1.5e-06, | |
| "loss": 0.0322, | |
| "step": 9312 | |
| }, | |
| { | |
| "epoch": 97.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.039491165429353714, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9346485819975339, | |
| "eval_overall_precision": 0.9243902439024391, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2464, | |
| "eval_samples_per_second": 689.957, | |
| "eval_steps_per_second": 12.176, | |
| "step": 9312 | |
| }, | |
| { | |
| "epoch": 98.0, | |
| "grad_norm": 0.8115513324737549, | |
| "learning_rate": 1.0000000000000002e-06, | |
| "loss": 0.033, | |
| "step": 9408 | |
| }, | |
| { | |
| "epoch": 98.0, | |
| "eval_LOCATION_f1": 0.9326424870466321, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.9, | |
| "eval_LOCATION_recall": 0.967741935483871, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03956222161650658, | |
| "eval_overall_accuracy": 0.9873799725651577, | |
| "eval_overall_f1": 0.9371146732429101, | |
| "eval_overall_precision": 0.926829268292683, | |
| "eval_overall_recall": 0.9476309226932669, | |
| "eval_runtime": 0.2455, | |
| "eval_samples_per_second": 692.459, | |
| "eval_steps_per_second": 12.22, | |
| "step": 9408 | |
| }, | |
| { | |
| "epoch": 99.0, | |
| "grad_norm": 0.5287472605705261, | |
| "learning_rate": 5.000000000000001e-07, | |
| "loss": 0.0318, | |
| "step": 9504 | |
| }, | |
| { | |
| "epoch": 99.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.0395088866353035, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9346485819975339, | |
| "eval_overall_precision": 0.9243902439024391, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2463, | |
| "eval_samples_per_second": 690.259, | |
| "eval_steps_per_second": 12.181, | |
| "step": 9504 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "grad_norm": 0.527046263217926, | |
| "learning_rate": 0.0, | |
| "loss": 0.0327, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "eval_LOCATION_f1": 0.922279792746114, | |
| "eval_LOCATION_number": 93, | |
| "eval_LOCATION_precision": 0.89, | |
| "eval_LOCATION_recall": 0.956989247311828, | |
| "eval_ORGANIZATION_f1": 0.9156626506024096, | |
| "eval_ORGANIZATION_number": 166, | |
| "eval_ORGANIZATION_precision": 0.9156626506024096, | |
| "eval_ORGANIZATION_recall": 0.9156626506024096, | |
| "eval_PERSON_f1": 0.965034965034965, | |
| "eval_PERSON_number": 142, | |
| "eval_PERSON_precision": 0.9583333333333334, | |
| "eval_PERSON_recall": 0.971830985915493, | |
| "eval_loss": 0.03950924053788185, | |
| "eval_overall_accuracy": 0.9871056241426612, | |
| "eval_overall_f1": 0.9346485819975339, | |
| "eval_overall_precision": 0.9243902439024391, | |
| "eval_overall_recall": 0.9451371571072319, | |
| "eval_runtime": 0.2454, | |
| "eval_samples_per_second": 692.809, | |
| "eval_steps_per_second": 12.226, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "step": 9600, | |
| "total_flos": 3781956116772078.0, | |
| "train_loss": 0.08238348955909411, | |
| "train_runtime": 545.9152, | |
| "train_samples_per_second": 280.446, | |
| "train_steps_per_second": 17.585 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 9600, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 100, | |
| "save_steps": 500, | |
| "total_flos": 3781956116772078.0, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |