{ "best_metric": 0.5278386153994516, "best_model_checkpoint": "./CARES/checkpoints/bio-ber/checkpoint-2679", "epoch": 19.0, "global_step": 2679, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_loss": 0.2276119738817215, "eval_macro_f1": 0.09383679038919833, "eval_macro_precision": 0.12681117070705897, "eval_macro_recall": 0.07667770066244797, "eval_micro_f1": 0.36897880539499034, "eval_micro_precision": 0.7053406998158379, "eval_micro_recall": 0.24983692106979777, "eval_runtime": 2.8509, "eval_samples_per_second": 338.842, "eval_steps_per_second": 21.397, "step": 141 }, { "epoch": 2.0, "eval_loss": 0.19956032931804657, "eval_macro_f1": 0.13389070512548568, "eval_macro_precision": 0.1949068871295339, "eval_macro_recall": 0.11313811988335658, "eval_micro_f1": 0.4958460865763008, "eval_micro_precision": 0.7519893899204244, "eval_micro_recall": 0.3698630136986301, "eval_runtime": 2.8244, "eval_samples_per_second": 342.022, "eval_steps_per_second": 21.598, "step": 282 }, { "epoch": 3.0, "eval_loss": 0.18670037388801575, "eval_macro_f1": 0.22751166658204755, "eval_macro_precision": 0.46178526182432433, "eval_macro_recall": 0.18375879789138674, "eval_micro_f1": 0.5680033071517155, "eval_micro_precision": 0.7753950338600452, "eval_micro_recall": 0.4481409001956947, "eval_runtime": 2.8618, "eval_samples_per_second": 337.545, "eval_steps_per_second": 21.315, "step": 423 }, { "epoch": 3.55, "learning_rate": 4.822695035460993e-05, "loss": 0.2081, "step": 500 }, { "epoch": 4.0, "eval_loss": 0.18518751859664917, "eval_macro_f1": 0.34478852490640566, "eval_macro_precision": 0.5134144581169723, "eval_macro_recall": 0.2886504191522892, "eval_micro_f1": 0.6130150173276858, "eval_micro_precision": 0.7481203007518797, "eval_micro_recall": 0.5192433137638617, "eval_runtime": 2.8317, "eval_samples_per_second": 341.135, "eval_steps_per_second": 21.542, "step": 564 }, { "epoch": 5.0, "eval_loss": 0.18300610780715942, "eval_macro_f1": 0.4238271955718499, "eval_macro_precision": 0.6346282008083806, "eval_macro_recall": 0.36978265721033565, "eval_micro_f1": 0.6232315711094564, "eval_micro_precision": 0.7259323503902863, "eval_micro_recall": 0.5459882583170255, "eval_runtime": 2.8313, "eval_samples_per_second": 341.185, "eval_steps_per_second": 21.545, "step": 705 }, { "epoch": 6.0, "eval_loss": 0.18070942163467407, "eval_macro_f1": 0.427572174915214, "eval_macro_precision": 0.5867883838688037, "eval_macro_recall": 0.3661335629128818, "eval_micro_f1": 0.6416332482683194, "eval_micro_precision": 0.7272727272727273, "eval_micro_recall": 0.5740378343118069, "eval_runtime": 2.822, "eval_samples_per_second": 342.307, "eval_steps_per_second": 21.616, "step": 846 }, { "epoch": 7.0, "eval_loss": 0.18207068741321564, "eval_macro_f1": 0.47285593173212287, "eval_macro_precision": 0.5718512640389848, "eval_macro_recall": 0.4270343269721778, "eval_micro_f1": 0.6605374823196605, "eval_micro_precision": 0.7212355212355213, "eval_micro_recall": 0.6092628832354859, "eval_runtime": 2.8204, "eval_samples_per_second": 342.507, "eval_steps_per_second": 21.628, "step": 987 }, { "epoch": 7.09, "learning_rate": 4.645390070921986e-05, "loss": 0.115, "step": 1000 }, { "epoch": 8.0, "eval_loss": 0.18614797294139862, "eval_macro_f1": 0.48637001730423257, "eval_macro_precision": 0.6057345339339811, "eval_macro_recall": 0.4271528815196963, "eval_micro_f1": 0.6618128867855844, "eval_micro_precision": 0.7487644151565074, "eval_micro_recall": 0.5929549902152642, "eval_runtime": 2.8241, "eval_samples_per_second": 342.057, "eval_steps_per_second": 21.6, "step": 1128 }, { "epoch": 9.0, "eval_loss": 0.18139992654323578, "eval_macro_f1": 0.4968758987364566, "eval_macro_precision": 0.6188063911104451, "eval_macro_recall": 0.4425857583556203, "eval_micro_f1": 0.6716259298618491, "eval_micro_precision": 0.7348837209302326, "eval_micro_recall": 0.6183953033268101, "eval_runtime": 2.8195, "eval_samples_per_second": 342.612, "eval_steps_per_second": 21.635, "step": 1269 }, { "epoch": 10.0, "eval_loss": 0.19238035380840302, "eval_macro_f1": 0.4762674411195111, "eval_macro_precision": 0.5687316855202853, "eval_macro_recall": 0.42920385227971614, "eval_micro_f1": 0.6690066690066689, "eval_micro_precision": 0.7241641337386018, "eval_micro_recall": 0.6216568819308546, "eval_runtime": 2.8152, "eval_samples_per_second": 343.137, "eval_steps_per_second": 21.668, "step": 1410 }, { "epoch": 10.64, "learning_rate": 4.468085106382979e-05, "loss": 0.0668, "step": 1500 }, { "epoch": 11.0, "eval_loss": 0.20003741979599, "eval_macro_f1": 0.5041732295700452, "eval_macro_precision": 0.5819236883447072, "eval_macro_recall": 0.458955350441925, "eval_micro_f1": 0.6811645036829183, "eval_micro_precision": 0.7367223065250379, "eval_micro_recall": 0.6333985649054142, "eval_runtime": 2.8186, "eval_samples_per_second": 342.72, "eval_steps_per_second": 21.642, "step": 1551 }, { "epoch": 12.0, "eval_loss": 0.21071653068065643, "eval_macro_f1": 0.5060970351192071, "eval_macro_precision": 0.6216233664621571, "eval_macro_recall": 0.46859394229849854, "eval_micro_f1": 0.6627946703108984, "eval_micro_precision": 0.6958393113342898, "eval_micro_recall": 0.6327462491846053, "eval_runtime": 2.817, "eval_samples_per_second": 342.914, "eval_steps_per_second": 21.654, "step": 1692 }, { "epoch": 13.0, "eval_loss": 0.20960789918899536, "eval_macro_f1": 0.5055202034151333, "eval_macro_precision": 0.6090230781362929, "eval_macro_recall": 0.450320346412875, "eval_micro_f1": 0.6799041424169804, "eval_micro_precision": 0.7154178674351584, "eval_micro_recall": 0.6477495107632094, "eval_runtime": 4.7452, "eval_samples_per_second": 203.576, "eval_steps_per_second": 12.855, "step": 1833 }, { "epoch": 14.0, "eval_loss": 0.21599768102169037, "eval_macro_f1": 0.5190622646217878, "eval_macro_precision": 0.6551140465404754, "eval_macro_recall": 0.47196058443148803, "eval_micro_f1": 0.6803764377831997, "eval_micro_precision": 0.7305389221556886, "eval_micro_recall": 0.6366601435094585, "eval_runtime": 2.819, "eval_samples_per_second": 342.677, "eval_steps_per_second": 21.639, "step": 1974 }, { "epoch": 14.18, "learning_rate": 4.2907801418439716e-05, "loss": 0.0365, "step": 2000 }, { "epoch": 15.0, "eval_loss": 0.21732226014137268, "eval_macro_f1": 0.4982722788861393, "eval_macro_precision": 0.5812880908852627, "eval_macro_recall": 0.46102462821831114, "eval_micro_f1": 0.6856754921928038, "eval_micro_precision": 0.7147912243453645, "eval_micro_recall": 0.6588388780169602, "eval_runtime": 2.837, "eval_samples_per_second": 340.498, "eval_steps_per_second": 21.501, "step": 2115 }, { "epoch": 16.0, "eval_loss": 0.23044872283935547, "eval_macro_f1": 0.5067733640623313, "eval_macro_precision": 0.6404358198207177, "eval_macro_recall": 0.46429191921900426, "eval_micro_f1": 0.6748382703438883, "eval_micro_precision": 0.7058404558404558, "eval_micro_recall": 0.6464448793215917, "eval_runtime": 2.8419, "eval_samples_per_second": 339.909, "eval_steps_per_second": 21.464, "step": 2256 }, { "epoch": 17.0, "eval_loss": 0.23040802776813507, "eval_macro_f1": 0.5182045437347171, "eval_macro_precision": 0.6102649650627312, "eval_macro_recall": 0.474946805831835, "eval_micro_f1": 0.6864349011588274, "eval_micro_precision": 0.7187723054960742, "eval_micro_recall": 0.6568819308545336, "eval_runtime": 2.8516, "eval_samples_per_second": 338.756, "eval_steps_per_second": 21.391, "step": 2397 }, { "epoch": 17.73, "learning_rate": 4.1134751773049644e-05, "loss": 0.021, "step": 2500 }, { "epoch": 18.0, "eval_loss": 0.23820702731609344, "eval_macro_f1": 0.5109008179961498, "eval_macro_precision": 0.6241805280991644, "eval_macro_recall": 0.4711108204223084, "eval_micro_f1": 0.6758481692979509, "eval_micro_precision": 0.6966759002770083, "eval_micro_recall": 0.6562296151337247, "eval_runtime": 2.8209, "eval_samples_per_second": 342.448, "eval_steps_per_second": 21.625, "step": 2538 }, { "epoch": 19.0, "eval_loss": 0.23519271612167358, "eval_macro_f1": 0.5278386153994516, "eval_macro_precision": 0.6066088954753265, "eval_macro_recall": 0.48873540160049156, "eval_micro_f1": 0.6875645883568722, "eval_micro_precision": 0.7284671532846715, "eval_micro_recall": 0.6510110893672537, "eval_runtime": 2.8218, "eval_samples_per_second": 342.33, "eval_steps_per_second": 21.617, "step": 2679 } ], "max_steps": 14100, "num_train_epochs": 100, "total_flos": 1.0688023305003456e+16, "trial_name": null, "trial_params": null }