{ "best_metric": 0.34307238459587097, "best_model_checkpoint": "autotrain-ht4es-gbvmt/checkpoint-3000", "epoch": 3.0, "eval_steps": 500, "global_step": 3000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.025, "grad_norm": 7.62260103225708, "learning_rate": 4.166666666666667e-06, "loss": 0.7053, "step": 25 }, { "epoch": 0.05, "grad_norm": 9.429513931274414, "learning_rate": 8.333333333333334e-06, "loss": 0.7098, "step": 50 }, { "epoch": 0.075, "grad_norm": 5.347685813903809, "learning_rate": 1.25e-05, "loss": 0.597, "step": 75 }, { "epoch": 0.1, "grad_norm": 5.363152503967285, "learning_rate": 1.6666666666666667e-05, "loss": 0.6223, "step": 100 }, { "epoch": 0.125, "grad_norm": 9.079790115356445, "learning_rate": 2.0833333333333336e-05, "loss": 0.6182, "step": 125 }, { "epoch": 0.15, "grad_norm": 6.9367547035217285, "learning_rate": 2.5e-05, "loss": 0.6298, "step": 150 }, { "epoch": 0.175, "grad_norm": 4.488036632537842, "learning_rate": 2.916666666666667e-05, "loss": 0.582, "step": 175 }, { "epoch": 0.2, "grad_norm": 6.229537487030029, "learning_rate": 3.3333333333333335e-05, "loss": 0.5998, "step": 200 }, { "epoch": 0.225, "grad_norm": 14.98177433013916, "learning_rate": 3.7500000000000003e-05, "loss": 0.6034, "step": 225 }, { "epoch": 0.25, "grad_norm": 8.947093963623047, "learning_rate": 4.166666666666667e-05, "loss": 0.5486, "step": 250 }, { "epoch": 0.275, "grad_norm": 5.548841953277588, "learning_rate": 4.5833333333333334e-05, "loss": 0.5592, "step": 275 }, { "epoch": 0.3, "grad_norm": 6.519041538238525, "learning_rate": 5e-05, "loss": 0.4745, "step": 300 }, { "epoch": 0.325, "grad_norm": 6.388887405395508, "learning_rate": 4.9537037037037035e-05, "loss": 0.6121, "step": 325 }, { "epoch": 0.35, "grad_norm": 4.3396315574646, "learning_rate": 4.9074074074074075e-05, "loss": 0.5122, "step": 350 }, { "epoch": 0.375, "grad_norm": 12.209185600280762, "learning_rate": 4.8611111111111115e-05, "loss": 0.5585, "step": 375 }, { "epoch": 0.4, "grad_norm": 6.66325044631958, "learning_rate": 4.814814814814815e-05, "loss": 0.6133, "step": 400 }, { "epoch": 0.425, "grad_norm": 7.374906063079834, "learning_rate": 4.768518518518519e-05, "loss": 0.5779, "step": 425 }, { "epoch": 0.45, "grad_norm": 6.596988677978516, "learning_rate": 4.722222222222222e-05, "loss": 0.58, "step": 450 }, { "epoch": 0.475, "grad_norm": 8.377278327941895, "learning_rate": 4.675925925925926e-05, "loss": 0.4981, "step": 475 }, { "epoch": 0.5, "grad_norm": 7.247930526733398, "learning_rate": 4.62962962962963e-05, "loss": 0.6069, "step": 500 }, { "epoch": 0.525, "grad_norm": 6.867646217346191, "learning_rate": 4.5833333333333334e-05, "loss": 0.6142, "step": 525 }, { "epoch": 0.55, "grad_norm": 5.440280437469482, "learning_rate": 4.5370370370370374e-05, "loss": 0.5109, "step": 550 }, { "epoch": 0.575, "grad_norm": 8.325813293457031, "learning_rate": 4.490740740740741e-05, "loss": 0.5326, "step": 575 }, { "epoch": 0.6, "grad_norm": 8.603256225585938, "learning_rate": 4.4444444444444447e-05, "loss": 0.5622, "step": 600 }, { "epoch": 0.625, "grad_norm": 10.510509490966797, "learning_rate": 4.3981481481481486e-05, "loss": 0.675, "step": 625 }, { "epoch": 0.65, "grad_norm": 7.54085636138916, "learning_rate": 4.351851851851852e-05, "loss": 0.5269, "step": 650 }, { "epoch": 0.675, "grad_norm": 25.22871971130371, "learning_rate": 4.305555555555556e-05, "loss": 0.5974, "step": 675 }, { "epoch": 0.7, "grad_norm": 7.171282768249512, "learning_rate": 4.259259259259259e-05, "loss": 0.5236, "step": 700 }, { "epoch": 0.725, "grad_norm": 5.170557022094727, "learning_rate": 4.212962962962963e-05, "loss": 0.4763, "step": 725 }, { "epoch": 0.75, "grad_norm": 4.286471843719482, "learning_rate": 4.166666666666667e-05, "loss": 0.5664, "step": 750 }, { "epoch": 0.775, "grad_norm": 7.5836286544799805, "learning_rate": 4.1203703703703705e-05, "loss": 0.5413, "step": 775 }, { "epoch": 0.8, "grad_norm": 7.180052757263184, "learning_rate": 4.074074074074074e-05, "loss": 0.5323, "step": 800 }, { "epoch": 0.825, "grad_norm": 8.674583435058594, "learning_rate": 4.027777777777778e-05, "loss": 0.5381, "step": 825 }, { "epoch": 0.85, "grad_norm": 5.117196559906006, "learning_rate": 3.981481481481482e-05, "loss": 0.5539, "step": 850 }, { "epoch": 0.875, "grad_norm": 6.353272914886475, "learning_rate": 3.935185185185186e-05, "loss": 0.4588, "step": 875 }, { "epoch": 0.9, "grad_norm": 5.968225002288818, "learning_rate": 3.888888888888889e-05, "loss": 0.5228, "step": 900 }, { "epoch": 0.925, "grad_norm": 17.49488639831543, "learning_rate": 3.8425925925925924e-05, "loss": 0.4842, "step": 925 }, { "epoch": 0.95, "grad_norm": 5.153933048248291, "learning_rate": 3.7962962962962964e-05, "loss": 0.4993, "step": 950 }, { "epoch": 0.975, "grad_norm": 7.89682149887085, "learning_rate": 3.7500000000000003e-05, "loss": 0.5157, "step": 975 }, { "epoch": 1.0, "grad_norm": 6.91286039352417, "learning_rate": 3.7037037037037037e-05, "loss": 0.5277, "step": 1000 }, { "epoch": 1.0, "eval_accuracy": 0.787, "eval_auc": 0.8603820000000001, "eval_f1": 0.7905604719764012, "eval_loss": 0.4363800287246704, "eval_precision": 0.7775628626692457, "eval_recall": 0.804, "eval_runtime": 663.7473, "eval_samples_per_second": 3.013, "eval_steps_per_second": 0.188, "step": 1000 }, { "epoch": 1.025, "grad_norm": 24.21603775024414, "learning_rate": 3.6574074074074076e-05, "loss": 0.487, "step": 1025 }, { "epoch": 1.05, "grad_norm": 11.67587947845459, "learning_rate": 3.611111111111111e-05, "loss": 0.4983, "step": 1050 }, { "epoch": 1.075, "grad_norm": 9.920230865478516, "learning_rate": 3.564814814814815e-05, "loss": 0.5016, "step": 1075 }, { "epoch": 1.1, "grad_norm": 6.970316410064697, "learning_rate": 3.518518518518519e-05, "loss": 0.4673, "step": 1100 }, { "epoch": 1.125, "grad_norm": 7.130370616912842, "learning_rate": 3.472222222222222e-05, "loss": 0.3898, "step": 1125 }, { "epoch": 1.15, "grad_norm": 9.946027755737305, "learning_rate": 3.425925925925926e-05, "loss": 0.4404, "step": 1150 }, { "epoch": 1.175, "grad_norm": 1.6654151678085327, "learning_rate": 3.3796296296296295e-05, "loss": 0.4961, "step": 1175 }, { "epoch": 1.2, "grad_norm": 5.618824481964111, "learning_rate": 3.3333333333333335e-05, "loss": 0.4828, "step": 1200 }, { "epoch": 1.225, "grad_norm": 7.5699334144592285, "learning_rate": 3.2870370370370375e-05, "loss": 0.4093, "step": 1225 }, { "epoch": 1.25, "grad_norm": 7.351467609405518, "learning_rate": 3.240740740740741e-05, "loss": 0.4939, "step": 1250 }, { "epoch": 1.275, "grad_norm": 6.4059648513793945, "learning_rate": 3.194444444444444e-05, "loss": 0.3547, "step": 1275 }, { "epoch": 1.3, "grad_norm": 4.268542289733887, "learning_rate": 3.148148148148148e-05, "loss": 0.3945, "step": 1300 }, { "epoch": 1.325, "grad_norm": 4.965268611907959, "learning_rate": 3.101851851851852e-05, "loss": 0.3791, "step": 1325 }, { "epoch": 1.35, "grad_norm": 9.438615798950195, "learning_rate": 3.055555555555556e-05, "loss": 0.3727, "step": 1350 }, { "epoch": 1.375, "grad_norm": 6.795106410980225, "learning_rate": 3.0092592592592593e-05, "loss": 0.4429, "step": 1375 }, { "epoch": 1.4, "grad_norm": 6.984402656555176, "learning_rate": 2.962962962962963e-05, "loss": 0.4231, "step": 1400 }, { "epoch": 1.425, "grad_norm": 4.931349277496338, "learning_rate": 2.916666666666667e-05, "loss": 0.4342, "step": 1425 }, { "epoch": 1.45, "grad_norm": 5.537110805511475, "learning_rate": 2.8703703703703706e-05, "loss": 0.4478, "step": 1450 }, { "epoch": 1.475, "grad_norm": 4.687628269195557, "learning_rate": 2.824074074074074e-05, "loss": 0.3871, "step": 1475 }, { "epoch": 1.5, "grad_norm": 5.930976390838623, "learning_rate": 2.777777777777778e-05, "loss": 0.4005, "step": 1500 }, { "epoch": 1.525, "grad_norm": 9.062422752380371, "learning_rate": 2.7314814814814816e-05, "loss": 0.4503, "step": 1525 }, { "epoch": 1.55, "grad_norm": 5.416477203369141, "learning_rate": 2.6851851851851855e-05, "loss": 0.4317, "step": 1550 }, { "epoch": 1.575, "grad_norm": 14.157992362976074, "learning_rate": 2.6388888888888892e-05, "loss": 0.382, "step": 1575 }, { "epoch": 1.6, "grad_norm": 4.8775177001953125, "learning_rate": 2.5925925925925925e-05, "loss": 0.4017, "step": 1600 }, { "epoch": 1.625, "grad_norm": 5.229184150695801, "learning_rate": 2.5462962962962965e-05, "loss": 0.5269, "step": 1625 }, { "epoch": 1.65, "grad_norm": 10.698781967163086, "learning_rate": 2.5e-05, "loss": 0.4021, "step": 1650 }, { "epoch": 1.675, "grad_norm": 4.068216800689697, "learning_rate": 2.4537037037037038e-05, "loss": 0.3971, "step": 1675 }, { "epoch": 1.7, "grad_norm": 9.067376136779785, "learning_rate": 2.4074074074074074e-05, "loss": 0.434, "step": 1700 }, { "epoch": 1.725, "grad_norm": 5.414083957672119, "learning_rate": 2.361111111111111e-05, "loss": 0.4614, "step": 1725 }, { "epoch": 1.75, "grad_norm": 9.188199043273926, "learning_rate": 2.314814814814815e-05, "loss": 0.4149, "step": 1750 }, { "epoch": 1.775, "grad_norm": 6.829360008239746, "learning_rate": 2.2685185185185187e-05, "loss": 0.4274, "step": 1775 }, { "epoch": 1.8, "grad_norm": 5.337634563446045, "learning_rate": 2.2222222222222223e-05, "loss": 0.3448, "step": 1800 }, { "epoch": 1.825, "grad_norm": 7.2519850730896, "learning_rate": 2.175925925925926e-05, "loss": 0.4263, "step": 1825 }, { "epoch": 1.85, "grad_norm": 5.725991725921631, "learning_rate": 2.1296296296296296e-05, "loss": 0.4307, "step": 1850 }, { "epoch": 1.875, "grad_norm": 5.500362396240234, "learning_rate": 2.0833333333333336e-05, "loss": 0.3874, "step": 1875 }, { "epoch": 1.9, "grad_norm": 7.834714412689209, "learning_rate": 2.037037037037037e-05, "loss": 0.3281, "step": 1900 }, { "epoch": 1.925, "grad_norm": 10.548686981201172, "learning_rate": 1.990740740740741e-05, "loss": 0.4047, "step": 1925 }, { "epoch": 1.95, "grad_norm": 8.157145500183105, "learning_rate": 1.9444444444444445e-05, "loss": 0.4335, "step": 1950 }, { "epoch": 1.975, "grad_norm": 9.798107147216797, "learning_rate": 1.8981481481481482e-05, "loss": 0.41, "step": 1975 }, { "epoch": 2.0, "grad_norm": 10.720842361450195, "learning_rate": 1.8518518518518518e-05, "loss": 0.4131, "step": 2000 }, { "epoch": 2.0, "eval_accuracy": 0.826, "eval_auc": 0.9061560000000001, "eval_f1": 0.84051329055912, "eval_loss": 0.3920663595199585, "eval_precision": 0.7758037225042301, "eval_recall": 0.917, "eval_runtime": 518.777, "eval_samples_per_second": 3.855, "eval_steps_per_second": 0.241, "step": 2000 }, { "epoch": 2.025, "grad_norm": 2.1612956523895264, "learning_rate": 1.8055555555555555e-05, "loss": 0.2708, "step": 2025 }, { "epoch": 2.05, "grad_norm": 16.25421714782715, "learning_rate": 1.7592592592592595e-05, "loss": 0.4438, "step": 2050 }, { "epoch": 2.075, "grad_norm": 22.16561508178711, "learning_rate": 1.712962962962963e-05, "loss": 0.2589, "step": 2075 }, { "epoch": 2.1, "grad_norm": 13.343395233154297, "learning_rate": 1.6666666666666667e-05, "loss": 0.3357, "step": 2100 }, { "epoch": 2.125, "grad_norm": 8.876195907592773, "learning_rate": 1.6203703703703704e-05, "loss": 0.3356, "step": 2125 }, { "epoch": 2.15, "grad_norm": 7.499932765960693, "learning_rate": 1.574074074074074e-05, "loss": 0.3052, "step": 2150 }, { "epoch": 2.175, "grad_norm": 3.757966995239258, "learning_rate": 1.527777777777778e-05, "loss": 0.2836, "step": 2175 }, { "epoch": 2.2, "grad_norm": 10.760390281677246, "learning_rate": 1.4814814814814815e-05, "loss": 0.2933, "step": 2200 }, { "epoch": 2.225, "grad_norm": 8.144658088684082, "learning_rate": 1.4351851851851853e-05, "loss": 0.3104, "step": 2225 }, { "epoch": 2.25, "grad_norm": 7.362667083740234, "learning_rate": 1.388888888888889e-05, "loss": 0.2983, "step": 2250 }, { "epoch": 2.275, "grad_norm": 4.645088195800781, "learning_rate": 1.3425925925925928e-05, "loss": 0.3655, "step": 2275 }, { "epoch": 2.3, "grad_norm": 1.1926023960113525, "learning_rate": 1.2962962962962962e-05, "loss": 0.2441, "step": 2300 }, { "epoch": 2.325, "grad_norm": 13.049036979675293, "learning_rate": 1.25e-05, "loss": 0.215, "step": 2325 }, { "epoch": 2.35, "grad_norm": 9.891176223754883, "learning_rate": 1.2037037037037037e-05, "loss": 0.3903, "step": 2350 }, { "epoch": 2.375, "grad_norm": 5.911032199859619, "learning_rate": 1.1574074074074075e-05, "loss": 0.2469, "step": 2375 }, { "epoch": 2.4, "grad_norm": 10.652032852172852, "learning_rate": 1.1111111111111112e-05, "loss": 0.3542, "step": 2400 }, { "epoch": 2.425, "grad_norm": 5.722354888916016, "learning_rate": 1.0648148148148148e-05, "loss": 0.2719, "step": 2425 }, { "epoch": 2.45, "grad_norm": 7.493654727935791, "learning_rate": 1.0185185185185185e-05, "loss": 0.3102, "step": 2450 }, { "epoch": 2.475, "grad_norm": 7.553443908691406, "learning_rate": 9.722222222222223e-06, "loss": 0.2539, "step": 2475 }, { "epoch": 2.5, "grad_norm": 3.0468859672546387, "learning_rate": 9.259259259259259e-06, "loss": 0.3312, "step": 2500 }, { "epoch": 2.525, "grad_norm": 9.9094820022583, "learning_rate": 8.796296296296297e-06, "loss": 0.3174, "step": 2525 }, { "epoch": 2.55, "grad_norm": 3.5765790939331055, "learning_rate": 8.333333333333334e-06, "loss": 0.3598, "step": 2550 }, { "epoch": 2.575, "grad_norm": 6.845639228820801, "learning_rate": 7.87037037037037e-06, "loss": 0.2898, "step": 2575 }, { "epoch": 2.6, "grad_norm": 6.846150875091553, "learning_rate": 7.4074074074074075e-06, "loss": 0.2469, "step": 2600 }, { "epoch": 2.625, "grad_norm": 10.330842018127441, "learning_rate": 6.944444444444445e-06, "loss": 0.4315, "step": 2625 }, { "epoch": 2.65, "grad_norm": 6.001290321350098, "learning_rate": 6.481481481481481e-06, "loss": 0.4615, "step": 2650 }, { "epoch": 2.675, "grad_norm": 4.979047775268555, "learning_rate": 6.0185185185185185e-06, "loss": 0.358, "step": 2675 }, { "epoch": 2.7, "grad_norm": 5.183391094207764, "learning_rate": 5.555555555555556e-06, "loss": 0.3412, "step": 2700 }, { "epoch": 2.725, "grad_norm": 7.089044094085693, "learning_rate": 5.092592592592592e-06, "loss": 0.297, "step": 2725 }, { "epoch": 2.75, "grad_norm": 11.442684173583984, "learning_rate": 4.6296296296296296e-06, "loss": 0.2933, "step": 2750 }, { "epoch": 2.775, "grad_norm": 4.924402713775635, "learning_rate": 4.166666666666667e-06, "loss": 0.3735, "step": 2775 }, { "epoch": 2.8, "grad_norm": 12.057656288146973, "learning_rate": 3.7037037037037037e-06, "loss": 0.2839, "step": 2800 }, { "epoch": 2.825, "grad_norm": 9.038887977600098, "learning_rate": 3.2407407407407406e-06, "loss": 0.2204, "step": 2825 }, { "epoch": 2.85, "grad_norm": 3.07694673538208, "learning_rate": 2.777777777777778e-06, "loss": 0.33, "step": 2850 }, { "epoch": 2.875, "grad_norm": 1.35588800907135, "learning_rate": 2.3148148148148148e-06, "loss": 0.2462, "step": 2875 }, { "epoch": 2.9, "grad_norm": 10.075614929199219, "learning_rate": 1.8518518518518519e-06, "loss": 0.2932, "step": 2900 }, { "epoch": 2.925, "grad_norm": 5.351684093475342, "learning_rate": 1.388888888888889e-06, "loss": 0.2768, "step": 2925 }, { "epoch": 2.95, "grad_norm": 11.825695037841797, "learning_rate": 9.259259259259259e-07, "loss": 0.2972, "step": 2950 }, { "epoch": 2.975, "grad_norm": 14.367501258850098, "learning_rate": 4.6296296296296297e-07, "loss": 0.2454, "step": 2975 }, { "epoch": 3.0, "grad_norm": 5.5341925621032715, "learning_rate": 0.0, "loss": 0.2264, "step": 3000 }, { "epoch": 3.0, "eval_accuracy": 0.8655, "eval_auc": 0.9263070000000001, "eval_f1": 0.8702363724071394, "eval_loss": 0.34307238459587097, "eval_precision": 0.8406337371854613, "eval_recall": 0.902, "eval_runtime": 560.0101, "eval_samples_per_second": 3.571, "eval_steps_per_second": 0.223, "step": 3000 } ], "logging_steps": 25, "max_steps": 3000, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.859807750750208e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }