| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 12.0, | |
| "eval_steps": 500, | |
| "global_step": 972, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_B": { | |
| "f1-score": 0.8087666523420713, | |
| "precision": 0.8189730200174065, | |
| "recall": 0.7988115449915111, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9374597034171502, | |
| "precision": 0.9521418826739427, | |
| "recall": 0.9232234509762421, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8881362400419788, | |
| "precision": 0.863303347862376, | |
| "recall": 0.9144400785854617, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9154245298608586, | |
| "eval_loss": 0.2228638380765915, | |
| "eval_macro avg": { | |
| "f1-score": 0.8781208652670669, | |
| "precision": 0.8781394168512416, | |
| "recall": 0.8788250248510717, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.7167, | |
| "eval_samples_per_second": 17.173, | |
| "eval_steps_per_second": 2.332, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9158543469268937, | |
| "precision": 0.9170673807540184, | |
| "recall": 0.9154245298608586, | |
| "support": 30257.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_B": { | |
| "f1-score": 0.8401515151515152, | |
| "precision": 0.7585499316005472, | |
| "recall": 0.9414261460101867, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9568235603470944, | |
| "precision": 0.9510219016256338, | |
| "recall": 0.9626964389650247, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9185648054827655, | |
| "precision": 0.9430877483443708, | |
| "recall": 0.8952848722986247, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9391876260038999, | |
| "eval_loss": 0.16692574322223663, | |
| "eval_macro avg": { | |
| "f1-score": 0.905179960327125, | |
| "precision": 0.8842198605235172, | |
| "recall": 0.9331358190912787, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.7116, | |
| "eval_samples_per_second": 17.192, | |
| "eval_steps_per_second": 2.335, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9394089523635119, | |
| "precision": 0.9408589092241132, | |
| "recall": 0.9391876260038999, | |
| "support": 30257.0 | |
| }, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_B": { | |
| "f1-score": 0.8612244897959184, | |
| "precision": 0.8294025157232704, | |
| "recall": 0.8955857385398981, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.951106371634231, | |
| "precision": 0.9584654236741712, | |
| "recall": 0.9438594634636753, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9106743212999903, | |
| "precision": 0.9021592442645074, | |
| "recall": 0.9193516699410609, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9337343424662061, | |
| "eval_loss": 0.1742253601551056, | |
| "eval_macro avg": { | |
| "f1-score": 0.9076683942433799, | |
| "precision": 0.8966757278873163, | |
| "recall": 0.9195989573148781, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.7094, | |
| "eval_samples_per_second": 17.2, | |
| "eval_steps_per_second": 2.336, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9340035812317422, | |
| "precision": 0.9344963252190521, | |
| "recall": 0.9337343424662061, | |
| "support": 30257.0 | |
| }, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_B": { | |
| "f1-score": 0.8717948717948719, | |
| "precision": 0.8254931714719271, | |
| "recall": 0.9235993208828522, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9561271586371415, | |
| "precision": 0.9374586871408959, | |
| "recall": 0.9755542621302714, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9117828500925355, | |
| "precision": 0.956427955133736, | |
| "recall": 0.8711198428290766, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9383944211256899, | |
| "eval_loss": 0.18792153894901276, | |
| "eval_macro avg": { | |
| "f1-score": 0.9132349601748496, | |
| "precision": 0.9064599379155197, | |
| "recall": 0.9234244752807333, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.7342, | |
| "eval_samples_per_second": 17.11, | |
| "eval_steps_per_second": 2.324, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9379241479327001, | |
| "precision": 0.9394817486046585, | |
| "recall": 0.9383944211256899, | |
| "support": 30257.0 | |
| }, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_B": { | |
| "f1-score": 0.8742949234488315, | |
| "precision": 0.8320552147239264, | |
| "recall": 0.9210526315789473, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9583957528450158, | |
| "precision": 0.9521148825065274, | |
| "recall": 0.9647600402137679, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9198818996146724, | |
| "precision": 0.9375701315923697, | |
| "recall": 0.9028487229862475, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9422282447037049, | |
| "eval_loss": 0.19990424811840057, | |
| "eval_macro avg": { | |
| "f1-score": 0.9175241919695066, | |
| "precision": 0.9072467429409411, | |
| "recall": 0.9295537982596542, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.7101, | |
| "eval_samples_per_second": 17.197, | |
| "eval_steps_per_second": 2.335, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9421634164298524, | |
| "precision": 0.9425469857238316, | |
| "recall": 0.9422282447037049, | |
| "support": 30257.0 | |
| }, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_B": { | |
| "f1-score": 0.8808247422680412, | |
| "precision": 0.8564554931836408, | |
| "recall": 0.9066213921901528, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.957406827435014, | |
| "precision": 0.9446361435855178, | |
| "recall": 0.9705275411397428, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9163000050574014, | |
| "precision": 0.9443344105076619, | |
| "recall": 0.8898821218074656, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9409062365733549, | |
| "eval_loss": 0.20615626871585846, | |
| "eval_macro avg": { | |
| "f1-score": 0.9181771915868189, | |
| "precision": 0.9151420157589403, | |
| "recall": 0.922343685045787, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.6949, | |
| "eval_samples_per_second": 17.253, | |
| "eval_steps_per_second": 2.343, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9405948120953971, | |
| "precision": 0.941101475610967, | |
| "recall": 0.9409062365733549, | |
| "support": 30257.0 | |
| }, | |
| "step": 486 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "grad_norm": 2.4104158878326416, | |
| "learning_rate": 1.7530864197530865e-05, | |
| "loss": 0.1662, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_B": { | |
| "f1-score": 0.8836820083682009, | |
| "precision": 0.8712871287128713, | |
| "recall": 0.8964346349745331, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9614174269469787, | |
| "precision": 0.9609854091774159, | |
| "recall": 0.9618498333245146, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9271751440248166, | |
| "precision": 0.9295093296475466, | |
| "recall": 0.924852652259332, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9468552731599299, | |
| "eval_loss": 0.22925782203674316, | |
| "eval_macro avg": { | |
| "f1-score": 0.9240915264466655, | |
| "precision": 0.9205939558459445, | |
| "recall": 0.9277123735194599, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.7288, | |
| "eval_samples_per_second": 17.129, | |
| "eval_steps_per_second": 2.326, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9468700903559945, | |
| "precision": 0.9469030129054358, | |
| "recall": 0.9468552731599299, | |
| "support": 30257.0 | |
| }, | |
| "step": 567 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_B": { | |
| "f1-score": 0.8803630363036303, | |
| "precision": 0.8563402889245586, | |
| "recall": 0.9057724957555179, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9580651967507121, | |
| "precision": 0.9550928116947994, | |
| "recall": 0.9610561405365363, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9208882720333101, | |
| "precision": 0.9294576746047628, | |
| "recall": 0.912475442043222, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9425587467362925, | |
| "eval_loss": 0.22973769903182983, | |
| "eval_macro avg": { | |
| "f1-score": 0.9197721683625509, | |
| "precision": 0.9136302584080402, | |
| "recall": 0.9264346927784253, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.7191, | |
| "eval_samples_per_second": 17.164, | |
| "eval_steps_per_second": 2.331, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9425317916335554, | |
| "precision": 0.942623096673485, | |
| "recall": 0.9425587467362925, | |
| "support": 30257.0 | |
| }, | |
| "step": 648 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_B": { | |
| "f1-score": 0.8885191347753745, | |
| "precision": 0.8711256117455138, | |
| "recall": 0.9066213921901528, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9620326487625066, | |
| "precision": 0.9574445783763954, | |
| "recall": 0.9666649029049156, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9275707898658718, | |
| "precision": 0.9382914572864322, | |
| "recall": 0.9170923379174852, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9476484780381399, | |
| "eval_loss": 0.24401217699050903, | |
| "eval_macro avg": { | |
| "f1-score": 0.9260408578012509, | |
| "precision": 0.9222872158027805, | |
| "recall": 0.9301262110041845, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.701, | |
| "eval_samples_per_second": 17.23, | |
| "eval_steps_per_second": 2.34, | |
| "eval_weighted avg": { | |
| "f1-score": 0.94757580760031, | |
| "precision": 0.9476398219436029, | |
| "recall": 0.9476484780381399, | |
| "support": 30257.0 | |
| }, | |
| "step": 729 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_B": { | |
| "f1-score": 0.875959595959596, | |
| "precision": 0.8357748650732459, | |
| "recall": 0.9202037351443124, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.955652945166171, | |
| "precision": 0.9424749163879599, | |
| "recall": 0.9692047198264458, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9127632580563309, | |
| "precision": 0.9441469816272966, | |
| "recall": 0.8833988212180747, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9384274713289487, | |
| "eval_loss": 0.29471203684806824, | |
| "eval_macro avg": { | |
| "f1-score": 0.9147919330606994, | |
| "precision": 0.9074655876961675, | |
| "recall": 0.9242690920629443, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.6985, | |
| "eval_samples_per_second": 17.24, | |
| "eval_steps_per_second": 2.341, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9381199518045186, | |
| "precision": 0.9388833165494999, | |
| "recall": 0.9384274713289487, | |
| "support": 30257.0 | |
| }, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_B": { | |
| "f1-score": 0.875515251442704, | |
| "precision": 0.8509615384615384, | |
| "recall": 0.9015280135823429, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9575287538250502, | |
| "precision": 0.9547582723972855, | |
| "recall": 0.96031536060109, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9195242814667988, | |
| "precision": 0.9278, | |
| "recall": 0.9113948919449901, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9415672406385299, | |
| "eval_loss": 0.30941879749298096, | |
| "eval_macro avg": { | |
| "f1-score": 0.9175227622448511, | |
| "precision": 0.9111732702862746, | |
| "recall": 0.9244127553761411, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.7017, | |
| "eval_samples_per_second": 17.228, | |
| "eval_steps_per_second": 2.34, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9415490653426031, | |
| "precision": 0.9416470001105195, | |
| "recall": 0.9415672406385299, | |
| "support": 30257.0 | |
| }, | |
| "step": 891 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_B": { | |
| "f1-score": 0.8818181818181817, | |
| "precision": 0.8590982286634461, | |
| "recall": 0.9057724957555179, | |
| "support": 1178.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9542487087386278, | |
| "precision": 0.9457436856875585, | |
| "recall": 0.9629080903751521, | |
| "support": 18899.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.910740239562973, | |
| "precision": 0.9297042873222142, | |
| "recall": 0.8925343811394892, | |
| "support": 10180.0 | |
| }, | |
| "eval_accuracy": 0.9370063125888224, | |
| "eval_loss": 0.28610122203826904, | |
| "eval_macro avg": { | |
| "f1-score": 0.9156023767065942, | |
| "precision": 0.9115154005577396, | |
| "recall": 0.9204049890900531, | |
| "support": 30257.0 | |
| }, | |
| "eval_runtime": 4.6911, | |
| "eval_samples_per_second": 17.267, | |
| "eval_steps_per_second": 2.345, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9367902899621314, | |
| "precision": 0.9369738332985704, | |
| "recall": 0.9370063125888224, | |
| "support": 30257.0 | |
| }, | |
| "step": 972 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 1720081324029600.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |