| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 14.0, | |
| "eval_steps": 500, | |
| "global_step": 1134, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_B": { | |
| "f1-score": 0.8266764382557715, | |
| "precision": 0.7866108786610879, | |
| "recall": 0.871042471042471, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9410658617447671, | |
| "precision": 0.9344077040239768, | |
| "recall": 0.9478195863443808, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8562443302086484, | |
| "precision": 0.8789421405512788, | |
| "recall": 0.8346893055064262, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.912335377500754, | |
| "eval_loss": 0.2450982630252838, | |
| "eval_macro avg": { | |
| "f1-score": 0.8746622100697291, | |
| "precision": 0.8666535744121145, | |
| "recall": 0.8845171209644261, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6269, | |
| "eval_samples_per_second": 17.29, | |
| "eval_steps_per_second": 2.161, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9119949287205363, | |
| "precision": 0.9122301519092053, | |
| "recall": 0.912335377500754, | |
| "support": 29841.0 | |
| }, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_B": { | |
| "f1-score": 0.8833395452851286, | |
| "precision": 0.8537463976945245, | |
| "recall": 0.915057915057915, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9549518227873249, | |
| "precision": 0.9516903430183636, | |
| "recall": 0.958235733864939, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.88924750463212, | |
| "precision": 0.9016969696969697, | |
| "recall": 0.877137130055418, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9333132267685399, | |
| "eval_loss": 0.20076116919517517, | |
| "eval_macro avg": { | |
| "f1-score": 0.9091796242348579, | |
| "precision": 0.9023779034699526, | |
| "recall": 0.916810259659424, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6524, | |
| "eval_samples_per_second": 17.195, | |
| "eval_steps_per_second": 2.149, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9331705077630417, | |
| "precision": 0.9332314707173981, | |
| "recall": 0.9333132267685399, | |
| "support": 29841.0 | |
| }, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_B": { | |
| "f1-score": 0.8927335640138409, | |
| "precision": 0.8889739663093414, | |
| "recall": 0.8965250965250965, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9590235396687009, | |
| "precision": 0.9586653386454184, | |
| "recall": 0.9593820084724645, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9006849315068494, | |
| "precision": 0.9020697811945594, | |
| "recall": 0.8993043273198915, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9395797727958178, | |
| "eval_loss": 0.19863653182983398, | |
| "eval_macro avg": { | |
| "f1-score": 0.9174806783964637, | |
| "precision": 0.9165696953831063, | |
| "recall": 0.9184038107724842, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.655, | |
| "eval_samples_per_second": 17.186, | |
| "eval_steps_per_second": 2.148, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9395665759512081, | |
| "precision": 0.9395561516236713, | |
| "recall": 0.9395797727958178, | |
| "support": 29841.0 | |
| }, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_B": { | |
| "f1-score": 0.8999616711383672, | |
| "precision": 0.893455098934551, | |
| "recall": 0.9065637065637066, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9612657113512985, | |
| "precision": 0.9436362763454799, | |
| "recall": 0.9795664091701969, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8996847765622102, | |
| "precision": 0.9454403741231489, | |
| "recall": 0.8581535196321188, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9418920277470594, | |
| "eval_loss": 0.19743724167346954, | |
| "eval_macro avg": { | |
| "f1-score": 0.920304053017292, | |
| "precision": 0.9275105831343932, | |
| "recall": 0.9147612117886741, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6615, | |
| "eval_samples_per_second": 17.162, | |
| "eval_steps_per_second": 2.145, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9411036309913238, | |
| "precision": 0.9419713163409645, | |
| "recall": 0.9418920277470594, | |
| "support": 29841.0 | |
| }, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_B": { | |
| "f1-score": 0.8953846153846153, | |
| "precision": 0.8919540229885058, | |
| "recall": 0.8988416988416988, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9602426713742261, | |
| "precision": 0.9581224570804803, | |
| "recall": 0.9623722900573137, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9022119433078337, | |
| "precision": 0.9075399665950847, | |
| "recall": 0.8969461148449476, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9410207432726785, | |
| "eval_loss": 0.2340461015701294, | |
| "eval_macro avg": { | |
| "f1-score": 0.9192797433555584, | |
| "precision": 0.9192054822213569, | |
| "recall": 0.9193867012479867, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6719, | |
| "eval_samples_per_second": 17.124, | |
| "eval_steps_per_second": 2.14, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9409353496612266, | |
| "precision": 0.9408751053176122, | |
| "recall": 0.9410207432726785, | |
| "support": 29841.0 | |
| }, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_B": { | |
| "f1-score": 0.8929831438651511, | |
| "precision": 0.9068471337579618, | |
| "recall": 0.8795366795366796, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9522293798155866, | |
| "precision": 0.9655225409836066, | |
| "recall": 0.9392972838275604, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8885216003647556, | |
| "precision": 0.8599007170435742, | |
| "recall": 0.919113312109421, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.930967460875976, | |
| "eval_loss": 0.21774999797344208, | |
| "eval_macro avg": { | |
| "f1-score": 0.9112447080151643, | |
| "precision": 0.9107567972617142, | |
| "recall": 0.9126490918245537, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.647, | |
| "eval_samples_per_second": 17.215, | |
| "eval_steps_per_second": 2.152, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9315521386682287, | |
| "precision": 0.9329578366776978, | |
| "recall": 0.930967460875976, | |
| "support": 29841.0 | |
| }, | |
| "step": 486 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "grad_norm": 9.310327529907227, | |
| "learning_rate": 1.7530864197530865e-05, | |
| "loss": 0.1627, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_B": { | |
| "f1-score": 0.8936490041337843, | |
| "precision": 0.8704245973645681, | |
| "recall": 0.9181467181467181, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9599271850630982, | |
| "precision": 0.9477800446905664, | |
| "recall": 0.9723897333665587, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8979841172877214, | |
| "precision": 0.9316770186335404, | |
| "recall": 0.8666430845419172, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9399819040916859, | |
| "eval_loss": 0.27376389503479004, | |
| "eval_macro avg": { | |
| "f1-score": 0.9171867688282013, | |
| "precision": 0.9166272202295582, | |
| "recall": 0.9190598453517312, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6671, | |
| "eval_samples_per_second": 17.141, | |
| "eval_steps_per_second": 2.143, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9394463230910989, | |
| "precision": 0.9398464945991887, | |
| "recall": 0.9399819040916859, | |
| "support": 29841.0 | |
| }, | |
| "step": 567 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_B": { | |
| "f1-score": 0.8948545861297539, | |
| "precision": 0.8651766402307137, | |
| "recall": 0.9266409266409267, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9590139880661254, | |
| "precision": 0.9414702069429106, | |
| "recall": 0.9772240219287316, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8927241122423641, | |
| "precision": 0.9427035531663825, | |
| "recall": 0.8477773847423653, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9382393351429241, | |
| "eval_loss": 0.3103167414665222, | |
| "eval_macro avg": { | |
| "f1-score": 0.9155308954794145, | |
| "precision": 0.916450133446669, | |
| "recall": 0.9172141111040079, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6339, | |
| "eval_samples_per_second": 17.264, | |
| "eval_steps_per_second": 2.158, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9373896838414373, | |
| "precision": 0.9385098450391195, | |
| "recall": 0.9382393351429241, | |
| "support": 29841.0 | |
| }, | |
| "step": 648 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_B": { | |
| "f1-score": 0.9011235955056179, | |
| "precision": 0.8749090909090909, | |
| "recall": 0.9289575289575289, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9615119937082186, | |
| "precision": 0.9485040973670175, | |
| "recall": 0.9748816346872664, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9013722126929674, | |
| "precision": 0.9380339155935229, | |
| "recall": 0.8674684589081476, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9423611809255722, | |
| "eval_loss": 0.32883673906326294, | |
| "eval_macro avg": { | |
| "f1-score": 0.9213359339689347, | |
| "precision": 0.9204823679565438, | |
| "recall": 0.9237692075176476, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6714, | |
| "eval_samples_per_second": 17.126, | |
| "eval_steps_per_second": 2.141, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9417992341337168, | |
| "precision": 0.9423346276781992, | |
| "recall": 0.9423611809255722, | |
| "support": 29841.0 | |
| }, | |
| "step": 729 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_B": { | |
| "f1-score": 0.8935361216730039, | |
| "precision": 0.8801498127340824, | |
| "recall": 0.9073359073359073, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9632332861646931, | |
| "precision": 0.9596359319351009, | |
| "recall": 0.9668577124345876, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9095462405342556, | |
| "precision": 0.9200241254523522, | |
| "recall": 0.8993043273198915, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9450755671726819, | |
| "eval_loss": 0.3041447699069977, | |
| "eval_macro avg": { | |
| "f1-score": 0.9221052161239841, | |
| "precision": 0.9199366233738452, | |
| "recall": 0.9244993156967954, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6532, | |
| "eval_samples_per_second": 17.193, | |
| "eval_steps_per_second": 2.149, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9449504651463465, | |
| "precision": 0.9449285744355027, | |
| "recall": 0.9450755671726819, | |
| "support": 29841.0 | |
| }, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_B": { | |
| "f1-score": 0.8924122310305775, | |
| "precision": 0.8729689807976366, | |
| "recall": 0.9127413127413128, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9588723786993913, | |
| "precision": 0.9483330083837005, | |
| "recall": 0.9696486419137802, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8956965718453683, | |
| "precision": 0.9243507715468574, | |
| "recall": 0.8687654757693668, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9385074226735028, | |
| "eval_loss": 0.3531416654586792, | |
| "eval_macro avg": { | |
| "f1-score": 0.9156603938584458, | |
| "precision": 0.9152175869093981, | |
| "recall": 0.9170518101414866, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6508, | |
| "eval_samples_per_second": 17.201, | |
| "eval_steps_per_second": 2.15, | |
| "eval_weighted avg": { | |
| "f1-score": 0.938033267772811, | |
| "precision": 0.9382465579853486, | |
| "recall": 0.9385074226735028, | |
| "support": 29841.0 | |
| }, | |
| "step": 891 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_B": { | |
| "f1-score": 0.8970199924556771, | |
| "precision": 0.8768436578171092, | |
| "recall": 0.9181467181467181, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9595004897159647, | |
| "precision": 0.9431046931407943, | |
| "recall": 0.9764764515325193, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.8953122104873078, | |
| "precision": 0.9400778210116731, | |
| "recall": 0.8546162009197029, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9393116852652391, | |
| "eval_loss": 0.4237186312675476, | |
| "eval_macro avg": { | |
| "f1-score": 0.9172775642196499, | |
| "precision": 0.9200087239898588, | |
| "recall": 0.9164131235329801, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6388, | |
| "eval_samples_per_second": 17.246, | |
| "eval_steps_per_second": 2.156, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9385463313402296, | |
| "precision": 0.9393689288141548, | |
| "recall": 0.9393116852652391, | |
| "support": 29841.0 | |
| }, | |
| "step": 972 | |
| }, | |
| { | |
| "epoch": 12.35, | |
| "grad_norm": 0.5223535895347595, | |
| "learning_rate": 1.506172839506173e-05, | |
| "loss": 0.0196, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_B": { | |
| "f1-score": 0.8891411275066211, | |
| "precision": 0.8716617210682492, | |
| "recall": 0.9073359073359073, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9610692322951795, | |
| "precision": 0.9563736860287223, | |
| "recall": 0.9658111138798904, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9043145233678416, | |
| "precision": 0.918104495747266, | |
| "recall": 0.8909326730338404, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9419925605710264, | |
| "eval_loss": 0.4308999180793762, | |
| "eval_macro avg": { | |
| "f1-score": 0.9181749610565474, | |
| "precision": 0.9153799676147458, | |
| "recall": 0.9213598980832126, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6555, | |
| "eval_samples_per_second": 17.184, | |
| "eval_steps_per_second": 2.148, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9418177466843106, | |
| "precision": 0.9418211242043584, | |
| "recall": 0.9419925605710264, | |
| "support": 29841.0 | |
| }, | |
| "step": 1053 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_B": { | |
| "f1-score": 0.9025601834161253, | |
| "precision": 0.8933434190620272, | |
| "recall": 0.911969111969112, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.960806215404473, | |
| "precision": 0.9570764513895758, | |
| "recall": 0.9645651632195366, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9030873763261413, | |
| "precision": 0.9131011208870676, | |
| "recall": 0.8932908855087843, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9420260715123487, | |
| "eval_loss": 0.4198700487613678, | |
| "eval_macro avg": { | |
| "f1-score": 0.9221512583822467, | |
| "precision": 0.9211736637795568, | |
| "recall": 0.9232750535658111, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6834, | |
| "eval_samples_per_second": 17.082, | |
| "eval_steps_per_second": 2.135, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9418744743217934, | |
| "precision": 0.9418125843993292, | |
| "recall": 0.9420260715123487, | |
| "support": 29841.0 | |
| }, | |
| "step": 1134 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 2013013138298400.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |