| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 29.0, | |
| "eval_steps": 500, | |
| "global_step": 2349, | |
| "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 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_B": { | |
| "f1-score": 0.8935681470137825, | |
| "precision": 0.8861047835990888, | |
| "recall": 0.9011583011583012, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9633398694432723, | |
| "precision": 0.9595530063291139, | |
| "recall": 0.9671567405930726, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9100768726535964, | |
| "precision": 0.92, | |
| "recall": 0.9003655229336163, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9453101437619382, | |
| "eval_loss": 0.39179423451423645, | |
| "eval_macro avg": { | |
| "f1-score": 0.9223282963702171, | |
| "precision": 0.9218859299760677, | |
| "recall": 0.9228935215616634, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6645, | |
| "eval_samples_per_second": 17.151, | |
| "eval_steps_per_second": 2.144, | |
| "eval_weighted avg": { | |
| "f1-score": 0.945174330208011, | |
| "precision": 0.9451243847979119, | |
| "recall": 0.9453101437619382, | |
| "support": 29841.0 | |
| }, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_B": { | |
| "f1-score": 0.9022614028363357, | |
| "precision": 0.895738203957382, | |
| "recall": 0.9088803088803089, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9632045864531594, | |
| "precision": 0.9552494853445741, | |
| "recall": 0.9712932967854473, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9083463808262073, | |
| "precision": 0.9282461538461538, | |
| "recall": 0.8892819243013795, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9452766328206159, | |
| "eval_loss": 0.44052162766456604, | |
| "eval_macro avg": { | |
| "f1-score": 0.9246041233719008, | |
| "precision": 0.92641128104937, | |
| "recall": 0.9231518433223785, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6376, | |
| "eval_samples_per_second": 17.25, | |
| "eval_steps_per_second": 2.156, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9449688080038458, | |
| "precision": 0.944992377210312, | |
| "recall": 0.9452766328206159, | |
| "support": 29841.0 | |
| }, | |
| "step": 1296 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_B": { | |
| "f1-score": 0.8923649906890131, | |
| "precision": 0.8618705035971223, | |
| "recall": 0.9250965250965251, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9599605522682445, | |
| "precision": 0.9498902171261283, | |
| "recall": 0.97024669823075, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9001642635517431, | |
| "precision": 0.9298642533936652, | |
| "recall": 0.8723027944817828, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9404510572701987, | |
| "eval_loss": 0.4657233655452728, | |
| "eval_macro avg": { | |
| "f1-score": 0.9174966021696669, | |
| "precision": 0.9138749913723053, | |
| "recall": 0.9225486726030193, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6396, | |
| "eval_samples_per_second": 17.243, | |
| "eval_steps_per_second": 2.155, | |
| "eval_weighted avg": { | |
| "f1-score": 0.940032648483192, | |
| "precision": 0.9403789498282803, | |
| "recall": 0.9404510572701987, | |
| "support": 29841.0 | |
| }, | |
| "step": 1377 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_B": { | |
| "f1-score": 0.9014302280633939, | |
| "precision": 0.9024767801857585, | |
| "recall": 0.9003861003861003, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9638021281301453, | |
| "precision": 0.9506496024820632, | |
| "recall": 0.9773236979815599, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9083038653822705, | |
| "precision": 0.9404115641964399, | |
| "recall": 0.87831623629289, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9458463188230958, | |
| "eval_loss": 0.4731404185295105, | |
| "eval_macro avg": { | |
| "f1-score": 0.9245120738586032, | |
| "precision": 0.9311793156214204, | |
| "recall": 0.9186753448868501, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6405, | |
| "eval_samples_per_second": 17.24, | |
| "eval_steps_per_second": 2.155, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9453224398840687, | |
| "precision": 0.9456493475450943, | |
| "recall": 0.9458463188230958, | |
| "support": 29841.0 | |
| }, | |
| "step": 1458 | |
| }, | |
| { | |
| "epoch": 18.52, | |
| "grad_norm": 1.548362135887146, | |
| "learning_rate": 1.2592592592592593e-05, | |
| "loss": 0.0038, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_B": { | |
| "f1-score": 0.8891402714932127, | |
| "precision": 0.868828297715549, | |
| "recall": 0.9104247104247104, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9603099696984749, | |
| "precision": 0.9571718572065158, | |
| "recall": 0.9634687266384251, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9027910305343512, | |
| "precision": 0.913358271992277, | |
| "recall": 0.8924655111425539, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9409872323313562, | |
| "eval_loss": 0.49517783522605896, | |
| "eval_macro avg": { | |
| "f1-score": 0.9174137572420129, | |
| "precision": 0.9131194756381139, | |
| "recall": 0.9221196494018965, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6377, | |
| "eval_samples_per_second": 17.25, | |
| "eval_steps_per_second": 2.156, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9408741973642117, | |
| "precision": 0.9408859443435835, | |
| "recall": 0.9409872323313562, | |
| "support": 29841.0 | |
| }, | |
| "step": 1539 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_B": { | |
| "f1-score": 0.899884925201381, | |
| "precision": 0.8940548780487805, | |
| "recall": 0.9057915057915058, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9634953846153845, | |
| "precision": 0.951896887159533, | |
| "recall": 0.9753800149514079, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9073556231003039, | |
| "precision": 0.9365039528171665, | |
| "recall": 0.8799669850253508, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9452431218792936, | |
| "eval_loss": 0.45907479524612427, | |
| "eval_macro avg": { | |
| "f1-score": 0.9235786443056897, | |
| "precision": 0.9274852393418267, | |
| "recall": 0.9203795019227549, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6356, | |
| "eval_samples_per_second": 17.258, | |
| "eval_steps_per_second": 2.157, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9447796290324438, | |
| "precision": 0.9450119678218422, | |
| "recall": 0.9452431218792936, | |
| "support": 29841.0 | |
| }, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_B": { | |
| "f1-score": 0.8944337811900192, | |
| "precision": 0.8893129770992366, | |
| "recall": 0.8996138996138996, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9624703322784811, | |
| "precision": 0.9549624687239366, | |
| "recall": 0.9700971841515076, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9066089361958025, | |
| "precision": 0.9251350024545901, | |
| "recall": 0.8888102818063908, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9439361951677223, | |
| "eval_loss": 0.4614206850528717, | |
| "eval_macro avg": { | |
| "f1-score": 0.9211710165547675, | |
| "precision": 0.9231368160925877, | |
| "recall": 0.9195071218572659, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6636, | |
| "eval_samples_per_second": 17.154, | |
| "eval_steps_per_second": 2.144, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9436416122678664, | |
| "precision": 0.9436363458364894, | |
| "recall": 0.9439361951677223, | |
| "support": 29841.0 | |
| }, | |
| "step": 1701 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_B": { | |
| "f1-score": 0.9011072928598702, | |
| "precision": 0.8912386706948641, | |
| "recall": 0.9111969111969112, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9635141147970535, | |
| "precision": 0.9558585511795576, | |
| "recall": 0.9712932967854473, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9095068938527304, | |
| "precision": 0.9292568897637795, | |
| "recall": 0.8905789411625987, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9457457859991287, | |
| "eval_loss": 0.4724768102169037, | |
| "eval_macro avg": { | |
| "f1-score": 0.9247094338365515, | |
| "precision": 0.9254513705460671, | |
| "recall": 0.9243563830483191, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6333, | |
| "eval_samples_per_second": 17.266, | |
| "eval_steps_per_second": 2.158, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9454566745223489, | |
| "precision": 0.9454939040264833, | |
| "recall": 0.9457457859991287, | |
| "support": 29841.0 | |
| }, | |
| "step": 1782 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_B": { | |
| "f1-score": 0.8956916099773242, | |
| "precision": 0.8771280532938565, | |
| "recall": 0.915057915057915, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9624542808091362, | |
| "precision": 0.9609957269204015, | |
| "recall": 0.9639172688761525, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9084001187295934, | |
| "precision": 0.914753706360593, | |
| "recall": 0.9021341822898243, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9442377936396233, | |
| "eval_loss": 0.47468113899230957, | |
| "eval_macro avg": { | |
| "f1-score": 0.9221820031720179, | |
| "precision": 0.9176258288582838, | |
| "recall": 0.927036455407964, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6476, | |
| "eval_samples_per_second": 17.213, | |
| "eval_steps_per_second": 2.152, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9441944702356367, | |
| "precision": 0.9442138759866489, | |
| "recall": 0.9442377936396233, | |
| "support": 29841.0 | |
| }, | |
| "step": 1863 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_B": { | |
| "f1-score": 0.9008390541571321, | |
| "precision": 0.8899773926149209, | |
| "recall": 0.911969111969112, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9639726399486381, | |
| "precision": 0.9553151918559123, | |
| "recall": 0.9727884375778719, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9101008271448409, | |
| "precision": 0.9325661964860184, | |
| "recall": 0.8886923711826435, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9462484501189639, | |
| "eval_loss": 0.4712923467159271, | |
| "eval_macro avg": { | |
| "f1-score": 0.9249708404168704, | |
| "precision": 0.9259529269856172, | |
| "recall": 0.9244833069098758, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6509, | |
| "eval_samples_per_second": 17.201, | |
| "eval_steps_per_second": 2.15, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9459221443892064, | |
| "precision": 0.9460143413566277, | |
| "recall": 0.9462484501189639, | |
| "support": 29841.0 | |
| }, | |
| "step": 1944 | |
| }, | |
| { | |
| "epoch": 24.69, | |
| "grad_norm": 0.04072243347764015, | |
| "learning_rate": 1.0123456790123458e-05, | |
| "loss": 0.0014, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_B": { | |
| "f1-score": 0.8943768996960487, | |
| "precision": 0.8803290949887809, | |
| "recall": 0.9088803088803089, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9629187495336865, | |
| "precision": 0.9610305798252582, | |
| "recall": 0.9648143533516073, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9089721512974288, | |
| "precision": 0.9155502392344498, | |
| "recall": 0.9024879141610659, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9446734358768137, | |
| "eval_loss": 0.48565673828125, | |
| "eval_macro avg": { | |
| "f1-score": 0.922089266842388, | |
| "precision": 0.9189699713494962, | |
| "recall": 0.925394192130994, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6314, | |
| "eval_samples_per_second": 17.274, | |
| "eval_steps_per_second": 2.159, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9446122988389564, | |
| "precision": 0.944602605179171, | |
| "recall": 0.9446734358768137, | |
| "support": 29841.0 | |
| }, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_B": { | |
| "f1-score": 0.897679726131609, | |
| "precision": 0.8845577211394303, | |
| "recall": 0.9111969111969112, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.962990450744644, | |
| "precision": 0.9560839023431743, | |
| "recall": 0.9699975080986792, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9077024833142927, | |
| "precision": 0.9261349693251534, | |
| "recall": 0.8899893880438627, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9447069468181362, | |
| "eval_loss": 0.4857862889766693, | |
| "eval_macro avg": { | |
| "f1-score": 0.9227908867301818, | |
| "precision": 0.9222588642692527, | |
| "recall": 0.9237279357798177, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.7085, | |
| "eval_samples_per_second": 16.991, | |
| "eval_steps_per_second": 2.124, | |
| "eval_weighted avg": { | |
| "f1-score": 0.94444299455515, | |
| "precision": 0.9444682290887698, | |
| "recall": 0.9447069468181362, | |
| "support": 29841.0 | |
| }, | |
| "step": 2106 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_B": { | |
| "f1-score": 0.8986280487804879, | |
| "precision": 0.8871331828442438, | |
| "recall": 0.9104247104247104, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9620497586334943, | |
| "precision": 0.9557796360059027, | |
| "recall": 0.9684026912534264, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9053591790193843, | |
| "precision": 0.9219017355169885, | |
| "recall": 0.8893998349251268, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9434335310478872, | |
| "eval_loss": 0.4996240735054016, | |
| "eval_macro avg": { | |
| "f1-score": 0.9220123288111223, | |
| "precision": 0.9216048514557116, | |
| "recall": 0.9227424122010879, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6631, | |
| "eval_samples_per_second": 17.156, | |
| "eval_steps_per_second": 2.145, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9431856481825407, | |
| "precision": 0.9431722960745722, | |
| "recall": 0.9434335310478872, | |
| "support": 29841.0 | |
| }, | |
| "step": 2187 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_B": { | |
| "f1-score": 0.8919434898816342, | |
| "precision": 0.8821752265861027, | |
| "recall": 0.901930501930502, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.9604717405427016, | |
| "precision": 0.9630706017938568, | |
| "recall": 0.9578868676800398, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9045243823719267, | |
| "precision": 0.9003504672897197, | |
| "recall": 0.9087371772196675, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9414898964511913, | |
| "eval_loss": 0.4974842071533203, | |
| "eval_macro avg": { | |
| "f1-score": 0.9189798709320876, | |
| "precision": 0.9151987652232264, | |
| "recall": 0.9228515156100698, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6318, | |
| "eval_samples_per_second": 17.272, | |
| "eval_steps_per_second": 2.159, | |
| "eval_weighted avg": { | |
| "f1-score": 0.941597251442054, | |
| "precision": 0.9417345550251954, | |
| "recall": 0.9414898964511913, | |
| "support": 29841.0 | |
| }, | |
| "step": 2268 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_B": { | |
| "f1-score": 0.9026415094339624, | |
| "precision": 0.8826568265682657, | |
| "recall": 0.9235521235521236, | |
| "support": 1295.0 | |
| }, | |
| "eval_I": { | |
| "f1-score": 0.963459587838005, | |
| "precision": 0.9565730005895068, | |
| "recall": 0.9704460503364066, | |
| "support": 20065.0 | |
| }, | |
| "eval_O": { | |
| "f1-score": 0.9098789958461262, | |
| "precision": 0.929520295202952, | |
| "recall": 0.8910505836575876, | |
| "support": 8481.0 | |
| }, | |
| "eval_accuracy": 0.9458463188230958, | |
| "eval_loss": 0.4864692687988281, | |
| "eval_macro avg": { | |
| "f1-score": 0.9253266977060312, | |
| "precision": 0.9229167074535748, | |
| "recall": 0.9283495858487059, | |
| "support": 29841.0 | |
| }, | |
| "eval_runtime": 4.6138, | |
| "eval_samples_per_second": 17.339, | |
| "eval_steps_per_second": 2.167, | |
| "eval_weighted avg": { | |
| "f1-score": 0.9455923443737659, | |
| "precision": 0.9456767357277099, | |
| "recall": 0.9458463188230958, | |
| "support": 29841.0 | |
| }, | |
| "step": 2349 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4050, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 4169812929332400.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |