{ "best_metric": 0.0012908950448036194, "best_model_checkpoint": "gender\\checkpoint-72", "epoch": 9.0, "eval_steps": 500, "global_step": 72, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.125, "grad_norm": 8.839544296264648, "learning_rate": 3.125e-06, "loss": 0.7543, "step": 1 }, { "epoch": 0.25, "grad_norm": Infinity, "learning_rate": 3.125e-06, "loss": 0.8194, "step": 2 }, { "epoch": 0.375, "grad_norm": 10.062314987182617, "learning_rate": 6.25e-06, "loss": 0.8397, "step": 3 }, { "epoch": 0.5, "grad_norm": 8.579401969909668, "learning_rate": 9.375000000000001e-06, "loss": 0.758, "step": 4 }, { "epoch": 0.625, "grad_norm": 12.681062698364258, "learning_rate": 1.25e-05, "loss": 0.9867, "step": 5 }, { "epoch": 0.75, "grad_norm": 13.662342071533203, "learning_rate": 1.5625e-05, "loss": 0.6524, "step": 6 }, { "epoch": 0.875, "grad_norm": 8.97331714630127, "learning_rate": 1.8750000000000002e-05, "loss": 0.9147, "step": 7 }, { "epoch": 1.0, "grad_norm": 6.345348834991455, "learning_rate": 2.1875e-05, "loss": 0.4983, "step": 8 }, { "epoch": 1.0, "eval_accuracy": 0.75, "eval_auc": 0.6875, "eval_f1": 0.0, "eval_loss": 0.6031913757324219, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 0.064, "eval_samples_per_second": 250.101, "eval_steps_per_second": 15.631, "step": 8 }, { "epoch": 1.125, "grad_norm": 8.304693222045898, "learning_rate": 2.5e-05, "loss": 0.6723, "step": 9 }, { "epoch": 1.25, "grad_norm": 5.756776809692383, "learning_rate": 2.8125000000000003e-05, "loss": 0.3328, "step": 10 }, { "epoch": 1.375, "grad_norm": 6.210690975189209, "learning_rate": 3.125e-05, "loss": 0.4256, "step": 11 }, { "epoch": 1.5, "grad_norm": 10.43043041229248, "learning_rate": 3.4375e-05, "loss": 0.6545, "step": 12 }, { "epoch": 1.625, "grad_norm": 4.654361248016357, "learning_rate": 3.7500000000000003e-05, "loss": 0.2891, "step": 13 }, { "epoch": 1.75, "grad_norm": 7.63759183883667, "learning_rate": 4.0625000000000005e-05, "loss": 0.4828, "step": 14 }, { "epoch": 1.875, "grad_norm": 6.132064342498779, "learning_rate": 4.375e-05, "loss": 0.4312, "step": 15 }, { "epoch": 2.0, "grad_norm": 3.3374931812286377, "learning_rate": 4.6875e-05, "loss": 0.2086, "step": 16 }, { "epoch": 2.0, "eval_accuracy": 0.8125, "eval_auc": 1.0, "eval_f1": 0.4, "eval_loss": 0.3224067687988281, "eval_precision": 1.0, "eval_recall": 0.25, "eval_runtime": 0.0587, "eval_samples_per_second": 272.474, "eval_steps_per_second": 17.03, "step": 16 }, { "epoch": 2.125, "grad_norm": 3.077073335647583, "learning_rate": 5e-05, "loss": 0.1397, "step": 17 }, { "epoch": 2.25, "grad_norm": 4.40862512588501, "learning_rate": 4.965277777777778e-05, "loss": 0.3093, "step": 18 }, { "epoch": 2.375, "grad_norm": 3.4765329360961914, "learning_rate": 4.930555555555556e-05, "loss": 0.2167, "step": 19 }, { "epoch": 2.5, "grad_norm": 1.5243409872055054, "learning_rate": 4.8958333333333335e-05, "loss": 0.0778, "step": 20 }, { "epoch": 2.625, "grad_norm": 3.61657977104187, "learning_rate": 4.8611111111111115e-05, "loss": 0.1989, "step": 21 }, { "epoch": 2.75, "grad_norm": 3.2988128662109375, "learning_rate": 4.8263888888888895e-05, "loss": 0.197, "step": 22 }, { "epoch": 2.875, "grad_norm": 1.3049061298370361, "learning_rate": 4.791666666666667e-05, "loss": 0.0648, "step": 23 }, { "epoch": 3.0, "grad_norm": 2.643069267272949, "learning_rate": 4.756944444444444e-05, "loss": 0.0701, "step": 24 }, { "epoch": 3.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.0625617504119873, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 0.0556, "eval_samples_per_second": 287.572, "eval_steps_per_second": 17.973, "step": 24 }, { "epoch": 3.125, "grad_norm": 3.6841492652893066, "learning_rate": 4.722222222222222e-05, "loss": 0.1321, "step": 25 }, { "epoch": 3.25, "grad_norm": 0.8644580841064453, "learning_rate": 4.6875e-05, "loss": 0.0245, "step": 26 }, { "epoch": 3.375, "grad_norm": 0.6396610736846924, "learning_rate": 4.652777777777778e-05, "loss": 0.0204, "step": 27 }, { "epoch": 3.5, "grad_norm": 5.226676940917969, "learning_rate": 4.618055555555556e-05, "loss": 0.0882, "step": 28 }, { "epoch": 3.625, "grad_norm": 3.9581685066223145, "learning_rate": 4.5833333333333334e-05, "loss": 0.091, "step": 29 }, { "epoch": 3.75, "grad_norm": 0.2740299105644226, "learning_rate": 4.5486111111111114e-05, "loss": 0.0087, "step": 30 }, { "epoch": 3.875, "grad_norm": 0.6588912010192871, "learning_rate": 4.5138888888888894e-05, "loss": 0.0175, "step": 31 }, { "epoch": 4.0, "grad_norm": 6.047511577606201, "learning_rate": 4.4791666666666673e-05, "loss": 0.0809, "step": 32 }, { "epoch": 4.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.01665613055229187, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 0.0561, "eval_samples_per_second": 285.035, "eval_steps_per_second": 17.815, "step": 32 }, { "epoch": 4.125, "grad_norm": 3.6106154918670654, "learning_rate": 4.4444444444444447e-05, "loss": 0.098, "step": 33 }, { "epoch": 4.25, "grad_norm": 0.26180651783943176, "learning_rate": 4.4097222222222226e-05, "loss": 0.0072, "step": 34 }, { "epoch": 4.375, "grad_norm": 0.784140408039093, "learning_rate": 4.375e-05, "loss": 0.0209, "step": 35 }, { "epoch": 4.5, "grad_norm": 0.07298047840595245, "learning_rate": 4.340277777777778e-05, "loss": 0.0025, "step": 36 }, { "epoch": 4.625, "grad_norm": 0.06727258116006851, "learning_rate": 4.305555555555556e-05, "loss": 0.0025, "step": 37 }, { "epoch": 4.75, "grad_norm": 0.21512272953987122, "learning_rate": 4.270833333333333e-05, "loss": 0.0048, "step": 38 }, { "epoch": 4.875, "grad_norm": 0.19965760409832, "learning_rate": 4.236111111111111e-05, "loss": 0.0051, "step": 39 }, { "epoch": 5.0, "grad_norm": 0.27846547961235046, "learning_rate": 4.201388888888889e-05, "loss": 0.0049, "step": 40 }, { "epoch": 5.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.009060055017471313, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 0.0529, "eval_samples_per_second": 302.334, "eval_steps_per_second": 18.896, "step": 40 }, { "epoch": 5.125, "grad_norm": 2.1866636276245117, "learning_rate": 4.166666666666667e-05, "loss": 0.0473, "step": 41 }, { "epoch": 5.25, "grad_norm": 3.711268186569214, "learning_rate": 4.1319444444444445e-05, "loss": 0.061, "step": 42 }, { "epoch": 5.375, "grad_norm": 0.03193037211894989, "learning_rate": 4.0972222222222225e-05, "loss": 0.0011, "step": 43 }, { "epoch": 5.5, "grad_norm": 0.0857921689748764, "learning_rate": 4.0625000000000005e-05, "loss": 0.0021, "step": 44 }, { "epoch": 5.625, "grad_norm": 0.10865919291973114, "learning_rate": 4.027777777777778e-05, "loss": 0.0028, "step": 45 }, { "epoch": 5.75, "grad_norm": 0.11789407581090927, "learning_rate": 3.993055555555556e-05, "loss": 0.0035, "step": 46 }, { "epoch": 5.875, "grad_norm": 0.051877208054065704, "learning_rate": 3.958333333333333e-05, "loss": 0.0009, "step": 47 }, { "epoch": 6.0, "grad_norm": 0.9682751893997192, "learning_rate": 3.923611111111111e-05, "loss": 0.0112, "step": 48 }, { "epoch": 6.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.01014169305562973, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 0.0571, "eval_samples_per_second": 280.203, "eval_steps_per_second": 17.513, "step": 48 }, { "epoch": 6.125, "grad_norm": 0.2799108922481537, "learning_rate": 3.888888888888889e-05, "loss": 0.0042, "step": 49 }, { "epoch": 6.25, "grad_norm": 0.02485131472349167, "learning_rate": 3.854166666666667e-05, "loss": 0.0006, "step": 50 }, { "epoch": 6.375, "grad_norm": 0.07226316630840302, "learning_rate": 3.8194444444444444e-05, "loss": 0.0021, "step": 51 }, { "epoch": 6.5, "grad_norm": 0.14999447762966156, "learning_rate": 3.7847222222222224e-05, "loss": 0.0034, "step": 52 }, { "epoch": 6.625, "grad_norm": 0.24165014922618866, "learning_rate": 3.7500000000000003e-05, "loss": 0.0032, "step": 53 }, { "epoch": 6.75, "grad_norm": 8.056694030761719, "learning_rate": 3.715277777777778e-05, "loss": 0.0603, "step": 54 }, { "epoch": 6.875, "grad_norm": 0.07370386272668839, "learning_rate": 3.6805555555555556e-05, "loss": 0.0015, "step": 55 }, { "epoch": 7.0, "grad_norm": 0.02779821865260601, "learning_rate": 3.6458333333333336e-05, "loss": 0.0007, "step": 56 }, { "epoch": 7.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.0030152201652526855, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 0.0532, "eval_samples_per_second": 300.996, "eval_steps_per_second": 18.812, "step": 56 }, { "epoch": 7.125, "grad_norm": 11.091121673583984, "learning_rate": 3.611111111111111e-05, "loss": 0.4382, "step": 57 }, { "epoch": 7.25, "grad_norm": 0.02736804261803627, "learning_rate": 3.576388888888889e-05, "loss": 0.0007, "step": 58 }, { "epoch": 7.375, "grad_norm": 0.06560361385345459, "learning_rate": 3.541666666666667e-05, "loss": 0.0012, "step": 59 }, { "epoch": 7.5, "grad_norm": 0.033276110887527466, "learning_rate": 3.506944444444444e-05, "loss": 0.0009, "step": 60 }, { "epoch": 7.625, "grad_norm": 0.02789870649576187, "learning_rate": 3.472222222222222e-05, "loss": 0.0009, "step": 61 }, { "epoch": 7.75, "grad_norm": 0.024605700746178627, "learning_rate": 3.4375e-05, "loss": 0.0007, "step": 62 }, { "epoch": 7.875, "grad_norm": 1.4100219011306763, "learning_rate": 3.402777777777778e-05, "loss": 0.0241, "step": 63 }, { "epoch": 8.0, "grad_norm": 0.01102516334503889, "learning_rate": 3.368055555555556e-05, "loss": 0.0004, "step": 64 }, { "epoch": 8.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.0015663951635360718, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 0.06, "eval_samples_per_second": 266.724, "eval_steps_per_second": 16.67, "step": 64 }, { "epoch": 8.125, "grad_norm": 0.025314731523394585, "learning_rate": 3.3333333333333335e-05, "loss": 0.0009, "step": 65 }, { "epoch": 8.25, "grad_norm": 0.019100826233625412, "learning_rate": 3.2986111111111115e-05, "loss": 0.0006, "step": 66 }, { "epoch": 8.375, "grad_norm": 0.3341350555419922, "learning_rate": 3.263888888888889e-05, "loss": 0.0059, "step": 67 }, { "epoch": 8.5, "grad_norm": 0.47374579310417175, "learning_rate": 3.229166666666667e-05, "loss": 0.0046, "step": 68 }, { "epoch": 8.625, "grad_norm": 0.030372226610779762, "learning_rate": 3.194444444444444e-05, "loss": 0.0011, "step": 69 }, { "epoch": 8.75, "grad_norm": 0.02839597873389721, "learning_rate": 3.159722222222222e-05, "loss": 0.0008, "step": 70 }, { "epoch": 8.875, "grad_norm": 0.0297985952347517, "learning_rate": 3.125e-05, "loss": 0.001, "step": 71 }, { "epoch": 9.0, "grad_norm": 0.019845914095640182, "learning_rate": 3.090277777777778e-05, "loss": 0.0007, "step": 72 }, { "epoch": 9.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.0012908950448036194, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 0.0567, "eval_samples_per_second": 282.131, "eval_steps_per_second": 17.633, "step": 72 } ], "logging_steps": 1, "max_steps": 160, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "attributes": { "early_stopping_patience_counter": 5 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4.463538601800499e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }