{ "best_metric": 0.5973170399665833, "best_model_checkpoint": "t5-viet-qg-finetuned/checkpoint-4500", "epoch": 2.2267206477732793, "eval_steps": 500, "global_step": 5500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.020242914979757085, "grad_norm": 46.273536682128906, "learning_rate": 1.3477088948787062e-05, "loss": 3.9652, "step": 50 }, { "epoch": 0.04048582995951417, "grad_norm": 536.1770629882812, "learning_rate": 2.6954177897574123e-05, "loss": 1.2623, "step": 100 }, { "epoch": 0.06072874493927125, "grad_norm": 23.291040420532227, "learning_rate": 4.043126684636119e-05, "loss": 0.9741, "step": 150 }, { "epoch": 0.08097165991902834, "grad_norm": 19.96415901184082, "learning_rate": 5.3908355795148246e-05, "loss": 0.9594, "step": 200 }, { "epoch": 0.10121457489878542, "grad_norm": 16.11751365661621, "learning_rate": 6.738544474393532e-05, "loss": 0.9491, "step": 250 }, { "epoch": 0.1214574898785425, "grad_norm": 19.113300323486328, "learning_rate": 8.086253369272238e-05, "loss": 0.9182, "step": 300 }, { "epoch": 0.1417004048582996, "grad_norm": 17.50440788269043, "learning_rate": 9.433962264150944e-05, "loss": 0.9205, "step": 350 }, { "epoch": 0.16194331983805668, "grad_norm": 16.675655364990234, "learning_rate": 9.958800966046314e-05, "loss": 0.9399, "step": 400 }, { "epoch": 0.18218623481781376, "grad_norm": 16.913156509399414, "learning_rate": 9.887768148884785e-05, "loss": 0.9232, "step": 450 }, { "epoch": 0.20242914979757085, "grad_norm": 17.45920181274414, "learning_rate": 9.816735331723256e-05, "loss": 0.8378, "step": 500 }, { "epoch": 0.20242914979757085, "eval_loss": 0.8349398374557495, "eval_runtime": 70.4581, "eval_samples_per_second": 62.321, "eval_steps_per_second": 15.584, "step": 500 }, { "epoch": 0.22267206477732793, "grad_norm": 17.692855834960938, "learning_rate": 9.745702514561728e-05, "loss": 0.9156, "step": 550 }, { "epoch": 0.242914979757085, "grad_norm": 14.929963111877441, "learning_rate": 9.674669697400199e-05, "loss": 0.8753, "step": 600 }, { "epoch": 0.2631578947368421, "grad_norm": 13.203656196594238, "learning_rate": 9.603636880238671e-05, "loss": 0.8694, "step": 650 }, { "epoch": 0.2834008097165992, "grad_norm": 15.676020622253418, "learning_rate": 9.532604063077141e-05, "loss": 0.8373, "step": 700 }, { "epoch": 0.30364372469635625, "grad_norm": 15.16517162322998, "learning_rate": 9.461571245915614e-05, "loss": 0.8484, "step": 750 }, { "epoch": 0.32388663967611336, "grad_norm": 15.169577598571777, "learning_rate": 9.390538428754084e-05, "loss": 0.8413, "step": 800 }, { "epoch": 0.3441295546558704, "grad_norm": 13.17642593383789, "learning_rate": 9.319505611592556e-05, "loss": 0.8433, "step": 850 }, { "epoch": 0.3643724696356275, "grad_norm": 16.98199462890625, "learning_rate": 9.248472794431028e-05, "loss": 0.8166, "step": 900 }, { "epoch": 0.38461538461538464, "grad_norm": 9.966202735900879, "learning_rate": 9.177439977269499e-05, "loss": 0.8219, "step": 950 }, { "epoch": 0.4048582995951417, "grad_norm": 13.68355941772461, "learning_rate": 9.10640716010797e-05, "loss": 0.8406, "step": 1000 }, { "epoch": 0.4048582995951417, "eval_loss": 0.7616342306137085, "eval_runtime": 70.147, "eval_samples_per_second": 62.597, "eval_steps_per_second": 15.653, "step": 1000 }, { "epoch": 0.4251012145748988, "grad_norm": 13.404813766479492, "learning_rate": 9.035374342946443e-05, "loss": 0.8484, "step": 1050 }, { "epoch": 0.44534412955465585, "grad_norm": 10.896636009216309, "learning_rate": 8.964341525784913e-05, "loss": 0.8003, "step": 1100 }, { "epoch": 0.46558704453441296, "grad_norm": 13.510175704956055, "learning_rate": 8.893308708623385e-05, "loss": 0.8115, "step": 1150 }, { "epoch": 0.48582995951417, "grad_norm": 13.50217342376709, "learning_rate": 8.822275891461855e-05, "loss": 0.795, "step": 1200 }, { "epoch": 0.5060728744939271, "grad_norm": 12.540483474731445, "learning_rate": 8.751243074300328e-05, "loss": 0.7884, "step": 1250 }, { "epoch": 0.5263157894736842, "grad_norm": 15.26104736328125, "learning_rate": 8.680210257138799e-05, "loss": 0.7785, "step": 1300 }, { "epoch": 0.5465587044534413, "grad_norm": 11.875055313110352, "learning_rate": 8.60917743997727e-05, "loss": 0.7491, "step": 1350 }, { "epoch": 0.5668016194331984, "grad_norm": 14.954730033874512, "learning_rate": 8.538144622815741e-05, "loss": 0.8317, "step": 1400 }, { "epoch": 0.5870445344129555, "grad_norm": 14.027144432067871, "learning_rate": 8.467111805654212e-05, "loss": 0.7592, "step": 1450 }, { "epoch": 0.6072874493927125, "grad_norm": 14.248771667480469, "learning_rate": 8.396078988492684e-05, "loss": 0.7852, "step": 1500 }, { "epoch": 0.6072874493927125, "eval_loss": 0.7034111022949219, "eval_runtime": 68.3739, "eval_samples_per_second": 64.22, "eval_steps_per_second": 16.059, "step": 1500 }, { "epoch": 0.6275303643724697, "grad_norm": 12.35682487487793, "learning_rate": 8.325046171331155e-05, "loss": 0.7796, "step": 1550 }, { "epoch": 0.6477732793522267, "grad_norm": 14.80046558380127, "learning_rate": 8.254013354169626e-05, "loss": 0.7392, "step": 1600 }, { "epoch": 0.6680161943319838, "grad_norm": 12.90542221069336, "learning_rate": 8.182980537008097e-05, "loss": 0.7817, "step": 1650 }, { "epoch": 0.6882591093117408, "grad_norm": 10.248391151428223, "learning_rate": 8.11194771984657e-05, "loss": 0.8073, "step": 1700 }, { "epoch": 0.708502024291498, "grad_norm": 14.632600784301758, "learning_rate": 8.040914902685041e-05, "loss": 0.7926, "step": 1750 }, { "epoch": 0.728744939271255, "grad_norm": 10.066593170166016, "learning_rate": 7.969882085523512e-05, "loss": 0.7275, "step": 1800 }, { "epoch": 0.7489878542510121, "grad_norm": 11.543231964111328, "learning_rate": 7.898849268361984e-05, "loss": 0.7673, "step": 1850 }, { "epoch": 0.7692307692307693, "grad_norm": 10.09434700012207, "learning_rate": 7.827816451200455e-05, "loss": 0.7454, "step": 1900 }, { "epoch": 0.7894736842105263, "grad_norm": 11.323363304138184, "learning_rate": 7.756783634038926e-05, "loss": 0.7013, "step": 1950 }, { "epoch": 0.8097165991902834, "grad_norm": 8.970635414123535, "learning_rate": 7.685750816877397e-05, "loss": 0.7372, "step": 2000 }, { "epoch": 0.8097165991902834, "eval_loss": 0.6756431460380554, "eval_runtime": 69.4981, "eval_samples_per_second": 63.182, "eval_steps_per_second": 15.799, "step": 2000 }, { "epoch": 0.8299595141700404, "grad_norm": 19.154399871826172, "learning_rate": 7.614717999715869e-05, "loss": 0.7511, "step": 2050 }, { "epoch": 0.8502024291497976, "grad_norm": 9.982351303100586, "learning_rate": 7.543685182554341e-05, "loss": 0.7262, "step": 2100 }, { "epoch": 0.8704453441295547, "grad_norm": 9.875781059265137, "learning_rate": 7.472652365392811e-05, "loss": 0.72, "step": 2150 }, { "epoch": 0.8906882591093117, "grad_norm": 8.647540092468262, "learning_rate": 7.401619548231284e-05, "loss": 0.7148, "step": 2200 }, { "epoch": 0.9109311740890689, "grad_norm": 11.205948829650879, "learning_rate": 7.330586731069755e-05, "loss": 0.7331, "step": 2250 }, { "epoch": 0.9311740890688259, "grad_norm": 13.356063842773438, "learning_rate": 7.259553913908226e-05, "loss": 0.7473, "step": 2300 }, { "epoch": 0.951417004048583, "grad_norm": 10.200106620788574, "learning_rate": 7.188521096746697e-05, "loss": 0.6917, "step": 2350 }, { "epoch": 0.97165991902834, "grad_norm": 15.199422836303711, "learning_rate": 7.117488279585169e-05, "loss": 0.7631, "step": 2400 }, { "epoch": 0.9919028340080972, "grad_norm": 11.103312492370605, "learning_rate": 7.04645546242364e-05, "loss": 0.7045, "step": 2450 }, { "epoch": 1.0121457489878543, "grad_norm": 9.033358573913574, "learning_rate": 6.975422645262112e-05, "loss": 0.6114, "step": 2500 }, { "epoch": 1.0121457489878543, "eval_loss": 0.6702289581298828, "eval_runtime": 70.3303, "eval_samples_per_second": 62.434, "eval_steps_per_second": 15.612, "step": 2500 }, { "epoch": 1.0323886639676114, "grad_norm": 11.717366218566895, "learning_rate": 6.904389828100582e-05, "loss": 0.5305, "step": 2550 }, { "epoch": 1.0526315789473684, "grad_norm": 10.248697280883789, "learning_rate": 6.833357010939055e-05, "loss": 0.5192, "step": 2600 }, { "epoch": 1.0728744939271255, "grad_norm": 11.518806457519531, "learning_rate": 6.762324193777525e-05, "loss": 0.5473, "step": 2650 }, { "epoch": 1.0931174089068827, "grad_norm": 9.28091049194336, "learning_rate": 6.691291376615997e-05, "loss": 0.5317, "step": 2700 }, { "epoch": 1.1133603238866396, "grad_norm": 11.874629974365234, "learning_rate": 6.620258559454468e-05, "loss": 0.5685, "step": 2750 }, { "epoch": 1.1336032388663968, "grad_norm": 14.425399780273438, "learning_rate": 6.54922574229294e-05, "loss": 0.5602, "step": 2800 }, { "epoch": 1.1538461538461537, "grad_norm": 9.62247371673584, "learning_rate": 6.478192925131411e-05, "loss": 0.5154, "step": 2850 }, { "epoch": 1.174089068825911, "grad_norm": 13.23507022857666, "learning_rate": 6.407160107969884e-05, "loss": 0.5863, "step": 2900 }, { "epoch": 1.194331983805668, "grad_norm": 12.793787956237793, "learning_rate": 6.336127290808353e-05, "loss": 0.5285, "step": 2950 }, { "epoch": 1.214574898785425, "grad_norm": 12.030844688415527, "learning_rate": 6.265094473646826e-05, "loss": 0.5482, "step": 3000 }, { "epoch": 1.214574898785425, "eval_loss": 0.6371039748191833, "eval_runtime": 70.2714, "eval_samples_per_second": 62.486, "eval_steps_per_second": 15.625, "step": 3000 }, { "epoch": 1.2348178137651822, "grad_norm": 12.576536178588867, "learning_rate": 6.194061656485296e-05, "loss": 0.5249, "step": 3050 }, { "epoch": 1.2550607287449393, "grad_norm": 9.6659574508667, "learning_rate": 6.123028839323768e-05, "loss": 0.5651, "step": 3100 }, { "epoch": 1.2753036437246963, "grad_norm": 10.72716236114502, "learning_rate": 6.05199602216224e-05, "loss": 0.5866, "step": 3150 }, { "epoch": 1.2955465587044535, "grad_norm": 9.812861442565918, "learning_rate": 5.98096320500071e-05, "loss": 0.513, "step": 3200 }, { "epoch": 1.3157894736842106, "grad_norm": 12.201021194458008, "learning_rate": 5.909930387839182e-05, "loss": 0.5251, "step": 3250 }, { "epoch": 1.3360323886639676, "grad_norm": 13.170134544372559, "learning_rate": 5.838897570677654e-05, "loss": 0.5464, "step": 3300 }, { "epoch": 1.3562753036437247, "grad_norm": 10.11167049407959, "learning_rate": 5.7678647535161246e-05, "loss": 0.5422, "step": 3350 }, { "epoch": 1.376518218623482, "grad_norm": 10.977150917053223, "learning_rate": 5.6968319363545965e-05, "loss": 0.5184, "step": 3400 }, { "epoch": 1.3967611336032388, "grad_norm": 11.05239486694336, "learning_rate": 5.625799119193067e-05, "loss": 0.5543, "step": 3450 }, { "epoch": 1.417004048582996, "grad_norm": 11.832072257995605, "learning_rate": 5.554766302031539e-05, "loss": 0.5414, "step": 3500 }, { "epoch": 1.417004048582996, "eval_loss": 0.6290923357009888, "eval_runtime": 70.2103, "eval_samples_per_second": 62.541, "eval_steps_per_second": 15.639, "step": 3500 }, { "epoch": 1.4372469635627532, "grad_norm": 10.86587905883789, "learning_rate": 5.483733484870011e-05, "loss": 0.5492, "step": 3550 }, { "epoch": 1.45748987854251, "grad_norm": 11.206663131713867, "learning_rate": 5.4127006677084814e-05, "loss": 0.5095, "step": 3600 }, { "epoch": 1.4777327935222673, "grad_norm": 13.659257888793945, "learning_rate": 5.341667850546953e-05, "loss": 0.5287, "step": 3650 }, { "epoch": 1.4979757085020242, "grad_norm": 9.183916091918945, "learning_rate": 5.2706350333854245e-05, "loss": 0.5177, "step": 3700 }, { "epoch": 1.5182186234817814, "grad_norm": 12.813328742980957, "learning_rate": 5.199602216223896e-05, "loss": 0.568, "step": 3750 }, { "epoch": 1.5384615384615383, "grad_norm": 15.262594223022461, "learning_rate": 5.128569399062367e-05, "loss": 0.5417, "step": 3800 }, { "epoch": 1.5587044534412957, "grad_norm": 9.613005638122559, "learning_rate": 5.057536581900838e-05, "loss": 0.5204, "step": 3850 }, { "epoch": 1.5789473684210527, "grad_norm": 12.553431510925293, "learning_rate": 4.98650376473931e-05, "loss": 0.5533, "step": 3900 }, { "epoch": 1.5991902834008096, "grad_norm": 7.925675392150879, "learning_rate": 4.9154709475777814e-05, "loss": 0.521, "step": 3950 }, { "epoch": 1.6194331983805668, "grad_norm": 9.105274200439453, "learning_rate": 4.8444381304162526e-05, "loss": 0.5385, "step": 4000 }, { "epoch": 1.6194331983805668, "eval_loss": 0.6068663597106934, "eval_runtime": 114.0356, "eval_samples_per_second": 38.506, "eval_steps_per_second": 9.629, "step": 4000 }, { "epoch": 1.639676113360324, "grad_norm": 13.372392654418945, "learning_rate": 4.773405313254724e-05, "loss": 0.5546, "step": 4050 }, { "epoch": 1.6599190283400809, "grad_norm": 9.594832420349121, "learning_rate": 4.702372496093195e-05, "loss": 0.5071, "step": 4100 }, { "epoch": 1.680161943319838, "grad_norm": 13.82454776763916, "learning_rate": 4.631339678931666e-05, "loss": 0.4953, "step": 4150 }, { "epoch": 1.7004048582995952, "grad_norm": 10.994597434997559, "learning_rate": 4.5603068617701375e-05, "loss": 0.516, "step": 4200 }, { "epoch": 1.7206477732793521, "grad_norm": 9.708479881286621, "learning_rate": 4.4892740446086094e-05, "loss": 0.4719, "step": 4250 }, { "epoch": 1.7408906882591093, "grad_norm": 11.356770515441895, "learning_rate": 4.4182412274470806e-05, "loss": 0.5072, "step": 4300 }, { "epoch": 1.7611336032388665, "grad_norm": 12.447301864624023, "learning_rate": 4.347208410285552e-05, "loss": 0.5104, "step": 4350 }, { "epoch": 1.7813765182186234, "grad_norm": 10.307212829589844, "learning_rate": 4.276175593124023e-05, "loss": 0.4856, "step": 4400 }, { "epoch": 1.8016194331983806, "grad_norm": 10.201821327209473, "learning_rate": 4.205142775962495e-05, "loss": 0.4974, "step": 4450 }, { "epoch": 1.8218623481781377, "grad_norm": 11.057525634765625, "learning_rate": 4.134109958800966e-05, "loss": 0.5278, "step": 4500 }, { "epoch": 1.8218623481781377, "eval_loss": 0.5973170399665833, "eval_runtime": 104.4932, "eval_samples_per_second": 42.022, "eval_steps_per_second": 10.508, "step": 4500 }, { "epoch": 1.8421052631578947, "grad_norm": 9.557805061340332, "learning_rate": 4.0630771416394375e-05, "loss": 0.4689, "step": 4550 }, { "epoch": 1.8623481781376519, "grad_norm": 6.836852550506592, "learning_rate": 3.992044324477909e-05, "loss": 0.4819, "step": 4600 }, { "epoch": 1.882591093117409, "grad_norm": 12.457275390625, "learning_rate": 3.9210115073163806e-05, "loss": 0.5044, "step": 4650 }, { "epoch": 1.902834008097166, "grad_norm": 11.730057716369629, "learning_rate": 3.849978690154852e-05, "loss": 0.4724, "step": 4700 }, { "epoch": 1.9230769230769231, "grad_norm": 12.180330276489258, "learning_rate": 3.778945872993323e-05, "loss": 0.5007, "step": 4750 }, { "epoch": 1.9433198380566803, "grad_norm": 11.38706111907959, "learning_rate": 3.707913055831794e-05, "loss": 0.4952, "step": 4800 }, { "epoch": 1.9635627530364372, "grad_norm": 12.400214195251465, "learning_rate": 3.636880238670266e-05, "loss": 0.5112, "step": 4850 }, { "epoch": 1.9838056680161942, "grad_norm": 11.926411628723145, "learning_rate": 3.5658474215087374e-05, "loss": 0.4723, "step": 4900 }, { "epoch": 2.0040485829959516, "grad_norm": 8.345727920532227, "learning_rate": 3.4948146043472086e-05, "loss": 0.4579, "step": 4950 }, { "epoch": 2.0242914979757085, "grad_norm": 10.940328598022461, "learning_rate": 3.42378178718568e-05, "loss": 0.3501, "step": 5000 }, { "epoch": 2.0242914979757085, "eval_loss": 0.6105675101280212, "eval_runtime": 70.3354, "eval_samples_per_second": 62.429, "eval_steps_per_second": 15.611, "step": 5000 }, { "epoch": 2.0445344129554655, "grad_norm": 9.74273681640625, "learning_rate": 3.352748970024152e-05, "loss": 0.3448, "step": 5050 }, { "epoch": 2.064777327935223, "grad_norm": 12.026505470275879, "learning_rate": 3.281716152862623e-05, "loss": 0.3479, "step": 5100 }, { "epoch": 2.08502024291498, "grad_norm": 10.926782608032227, "learning_rate": 3.210683335701094e-05, "loss": 0.3343, "step": 5150 }, { "epoch": 2.1052631578947367, "grad_norm": 11.48009967803955, "learning_rate": 3.1396505185395655e-05, "loss": 0.3365, "step": 5200 }, { "epoch": 2.125506072874494, "grad_norm": 12.86379623413086, "learning_rate": 3.0686177013780374e-05, "loss": 0.3471, "step": 5250 }, { "epoch": 2.145748987854251, "grad_norm": 12.357669830322266, "learning_rate": 2.9975848842165083e-05, "loss": 0.3422, "step": 5300 }, { "epoch": 2.165991902834008, "grad_norm": 11.971320152282715, "learning_rate": 2.9265520670549795e-05, "loss": 0.3484, "step": 5350 }, { "epoch": 2.1862348178137654, "grad_norm": 15.761789321899414, "learning_rate": 2.8555192498934507e-05, "loss": 0.3348, "step": 5400 }, { "epoch": 2.2064777327935223, "grad_norm": 11.036967277526855, "learning_rate": 2.7844864327319226e-05, "loss": 0.3717, "step": 5450 }, { "epoch": 2.2267206477732793, "grad_norm": 13.224235534667969, "learning_rate": 2.713453615570394e-05, "loss": 0.3527, "step": 5500 }, { "epoch": 2.2267206477732793, "eval_loss": 0.6039462089538574, "eval_runtime": 67.9719, "eval_samples_per_second": 64.6, "eval_steps_per_second": 16.154, "step": 5500 }, { "epoch": 2.2267206477732793, "step": 5500, "total_flos": 5.159523704076288e+16, "train_loss": 0.6663539394031871, "train_runtime": 5551.6071, "train_samples_per_second": 21.354, "train_steps_per_second": 1.335 } ], "logging_steps": 50, "max_steps": 7410, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 2, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 2 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 5.159523704076288e+16, "train_batch_size": 4, "trial_name": null, "trial_params": null }