{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 3.5397530864197533, "eval_steps": 1024, "global_step": 7168, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.06320987654320988, "grad_norm": 0.724014937877655, "learning_rate": 0.000248046875, "loss": 0.838069498538971, "step": 128 }, { "epoch": 0.12641975308641976, "grad_norm": 0.704939603805542, "learning_rate": 0.000498046875, "loss": 0.4357231557369232, "step": 256 }, { "epoch": 0.18962962962962962, "grad_norm": 1.2203071117401123, "learning_rate": 0.000748046875, "loss": 0.26281777024269104, "step": 384 }, { "epoch": 0.2528395061728395, "grad_norm": 1.0112401247024536, "learning_rate": 0.000998046875, "loss": 0.20087672770023346, "step": 512 }, { "epoch": 0.3160493827160494, "grad_norm": 0.7569617629051208, "learning_rate": 0.0009993089770195807, "loss": 0.18235813081264496, "step": 640 }, { "epoch": 0.37925925925925924, "grad_norm": 0.507542073726654, "learning_rate": 0.0009972160460972733, "loss": 0.1611708402633667, "step": 768 }, { "epoch": 0.44246913580246916, "grad_norm": 0.17671959102153778, "learning_rate": 0.0009937270408736224, "loss": 0.151814267039299, "step": 896 }, { "epoch": 0.505679012345679, "grad_norm": 0.1602219045162201, "learning_rate": 0.0009888517577149526, "loss": 0.15154045820236206, "step": 1024 }, { "epoch": 0.505679012345679, "eval_bleu": 0.0, "eval_cos_loss": 0.03877834157972801, "eval_loss": 0.14963696024766782, "eval_mse_loss": 0.14963696024766782, "step": 1024 }, { "epoch": 0.505679012345679, "eval_bleu": 0.0, "eval_cos_loss": 0.03877834157972801, "eval_loss": 0.14963696024766782, "eval_mse_loss": 0.14963696024766782, "eval_runtime": 17.2641, "eval_samples_per_second": 151.644, "eval_steps_per_second": 2.375, "step": 1024 }, { "epoch": 0.5688888888888889, "grad_norm": 0.08139930665493011, "learning_rate": 0.0009826038853539248, "loss": 0.15169958770275116, "step": 1152 }, { "epoch": 0.6320987654320988, "grad_norm": 0.09654489159584045, "learning_rate": 0.0009750009664545572, "loss": 0.14849385619163513, "step": 1280 }, { "epoch": 0.6953086419753086, "grad_norm": 0.05821019783616066, "learning_rate": 0.0009660643483562486, "loss": 0.15167970955371857, "step": 1408 }, { "epoch": 0.7585185185185185, "grad_norm": 0.09790857881307602, "learning_rate": 0.0009558191231351013, "loss": 0.15071730315685272, "step": 1536 }, { "epoch": 0.8217283950617283, "grad_norm": 0.09251409024000168, "learning_rate": 0.0009442940571508399, "loss": 0.1502133160829544, "step": 1664 }, { "epoch": 0.8849382716049383, "grad_norm": 0.051930081099271774, "learning_rate": 0.0009315215102771411, "loss": 0.14858268201351166, "step": 1792 }, { "epoch": 0.9481481481481482, "grad_norm": 0.08928167074918747, "learning_rate": 0.0009175373450421618, "loss": 0.15144191682338715, "step": 1920 }, { "epoch": 1.011358024691358, "grad_norm": 0.056316301226615906, "learning_rate": 0.0009023808259343743, "loss": 0.14895020425319672, "step": 2048 }, { "epoch": 1.011358024691358, "eval_bleu": 0.0, "eval_cos_loss": 0.03770822227546355, "eval_loss": 0.1449529039787083, "eval_mse_loss": 0.1449529039787083, "step": 2048 }, { "epoch": 1.011358024691358, "eval_bleu": 0.0, "eval_cos_loss": 0.03770822227546355, "eval_loss": 0.1449529039787083, "eval_mse_loss": 0.1449529039787083, "eval_runtime": 17.1022, "eval_samples_per_second": 153.08, "eval_steps_per_second": 2.397, "step": 2048 }, { "epoch": 1.074567901234568, "grad_norm": 0.047452766448259354, "learning_rate": 0.0008860945091564399, "loss": 0.1469879448413849, "step": 2176 }, { "epoch": 1.1377777777777778, "grad_norm": 0.07337811589241028, "learning_rate": 0.0008687241231366662, "loss": 0.14955241978168488, "step": 2304 }, { "epoch": 1.2009876543209876, "grad_norm": 0.0511033795773983, "learning_rate": 0.0008503184401335448, "loss": 0.15107223391532898, "step": 2432 }, { "epoch": 1.2641975308641975, "grad_norm": 0.12204128503799438, "learning_rate": 0.0008309291392938795, "loss": 0.1506786197423935, "step": 2560 }, { "epoch": 1.3274074074074074, "grad_norm": 0.08734283596277237, "learning_rate": 0.0008106106615490032, "loss": 0.15213392674922943, "step": 2688 }, { "epoch": 1.3906172839506172, "grad_norm": 0.10540172457695007, "learning_rate": 0.0007894200567565075, "loss": 0.15196450054645538, "step": 2816 }, { "epoch": 1.453827160493827, "grad_norm": 0.0695379450917244, "learning_rate": 0.0007674168235166747, "loss": 0.14914581179618835, "step": 2944 }, { "epoch": 1.5170370370370372, "grad_norm": 0.07360924035310745, "learning_rate": 0.000744662742113375, "loss": 0.15044452250003815, "step": 3072 }, { "epoch": 1.5170370370370372, "eval_bleu": 0.0, "eval_cos_loss": 0.03918857636248193, "eval_loss": 0.15137197622438756, "eval_mse_loss": 0.15137197622438756, "step": 3072 }, { "epoch": 1.5170370370370372, "eval_bleu": 0.0, "eval_cos_loss": 0.03918857636248193, "eval_loss": 0.15137197622438756, "eval_mse_loss": 0.15137197622438756, "eval_runtime": 17.0045, "eval_samples_per_second": 153.96, "eval_steps_per_second": 2.411, "step": 3072 }, { "epoch": 1.5802469135802468, "grad_norm": 0.10566578805446625, "learning_rate": 0.0007212217010484917, "loss": 0.15180513262748718, "step": 3200 }, { "epoch": 1.643456790123457, "grad_norm": 0.056859929114580154, "learning_rate": 0.0006971595176569332, "loss": 0.14987537264823914, "step": 3328 }, { "epoch": 1.7066666666666666, "grad_norm": 0.042681753635406494, "learning_rate": 0.0006725437533058971, "loss": 0.14968286454677582, "step": 3456 }, { "epoch": 1.7698765432098766, "grad_norm": 0.0382704995572567, "learning_rate": 0.0006474435236972767, "loss": 0.15063193440437317, "step": 3584 }, { "epoch": 1.8330864197530863, "grad_norm": 0.04770047217607498, "learning_rate": 0.0006219293048058301, "loss": 0.14851045608520508, "step": 3712 }, { "epoch": 1.8962962962962964, "grad_norm": 0.05498025193810463, "learning_rate": 0.0005960727349980042, "loss": 0.14856384694576263, "step": 3840 }, { "epoch": 1.959506172839506, "grad_norm": 0.03446037694811821, "learning_rate": 0.0005699464138870106, "loss": 0.14929655194282532, "step": 3968 }, { "epoch": 2.022716049382716, "grad_norm": 0.03936333954334259, "learning_rate": 0.0005436236984889356, "loss": 0.14908051490783691, "step": 4096 }, { "epoch": 2.022716049382716, "eval_bleu": 0.0, "eval_cos_loss": 0.0382816258181886, "eval_loss": 0.14783194661140442, "eval_mse_loss": 0.14783194661140442, "step": 4096 }, { "epoch": 2.022716049382716, "eval_bleu": 0.0, "eval_cos_loss": 0.0382816258181886, "eval_loss": 0.14783194661140442, "eval_mse_loss": 0.14783194661140442, "eval_runtime": 16.9592, "eval_samples_per_second": 154.37, "eval_steps_per_second": 2.418, "step": 4096 }, { "epoch": 2.0859259259259257, "grad_norm": 0.044177353382110596, "learning_rate": 0.0005171784972522235, "loss": 0.15089942514896393, "step": 4224 }, { "epoch": 2.149135802469136, "grad_norm": 0.0455547496676445, "learning_rate": 0.0004906850625388614, "loss": 0.15073473751544952, "step": 4352 }, { "epoch": 2.212345679012346, "grad_norm": 0.03271918743848801, "learning_rate": 0.0004642177821399269, "loss": 0.1500038355588913, "step": 4480 }, { "epoch": 2.2755555555555556, "grad_norm": 0.03396615758538246, "learning_rate": 0.00043785097041088293, "loss": 0.1482856571674347, "step": 4608 }, { "epoch": 2.338765432098765, "grad_norm": 0.023670442402362823, "learning_rate": 0.00041165865961306135, "loss": 0.1509697139263153, "step": 4736 }, { "epoch": 2.4019753086419753, "grad_norm": 0.02988285757601261, "learning_rate": 0.000385714392047208, "loss": 0.149857297539711, "step": 4864 }, { "epoch": 2.4651851851851854, "grad_norm": 0.01895061321556568, "learning_rate": 0.00036009101356272814, "loss": 0.1492118537425995, "step": 4992 }, { "epoch": 2.528395061728395, "grad_norm": 0.06466109305620193, "learning_rate": 0.00033486046902241664, "loss": 0.1494925320148468, "step": 5120 }, { "epoch": 2.528395061728395, "eval_bleu": 0.0, "eval_cos_loss": 0.03705163218262719, "eval_loss": 0.14231552746964665, "eval_mse_loss": 0.14231552746964665, "step": 5120 }, { "epoch": 2.528395061728395, "eval_bleu": 0.0, "eval_cos_loss": 0.03705163218262719, "eval_loss": 0.14231552746964665, "eval_mse_loss": 0.14231552746964665, "eval_runtime": 17.0116, "eval_samples_per_second": 153.895, "eval_steps_per_second": 2.41, "step": 5120 }, { "epoch": 2.591604938271605, "grad_norm": 0.03147516027092934, "learning_rate": 0.00031009360029696107, "loss": 0.1494501531124115, "step": 5248 }, { "epoch": 2.6548148148148147, "grad_norm": 0.01734239235520363, "learning_rate": 0.00028585994735640823, "loss": 0.1486799716949463, "step": 5376 }, { "epoch": 2.718024691358025, "grad_norm": 0.03119756653904915, "learning_rate": 0.0002622275530170825, "loss": 0.1488998383283615, "step": 5504 }, { "epoch": 2.7812345679012345, "grad_norm": 0.029683848842978477, "learning_rate": 0.0002392627718921852, "loss": 0.14848105609416962, "step": 5632 }, { "epoch": 2.8444444444444446, "grad_norm": 0.029232973232865334, "learning_rate": 0.00021703008408250187, "loss": 0.14881552755832672, "step": 5760 }, { "epoch": 2.907654320987654, "grad_norm": 0.025576096028089523, "learning_rate": 0.00019559191413033017, "loss": 0.14923110604286194, "step": 5888 }, { "epoch": 2.9708641975308643, "grad_norm": 0.05523916333913803, "learning_rate": 0.00017500845574497032, "loss": 0.1484050154685974, "step": 6016 }, { "epoch": 3.034074074074074, "grad_norm": 0.02349747158586979, "learning_rate": 0.00015533750279190617, "loss": 0.14911824464797974, "step": 6144 }, { "epoch": 3.034074074074074, "eval_bleu": 0.0, "eval_cos_loss": 0.03870651475721743, "eval_loss": 0.14876795905392345, "eval_mse_loss": 0.14876795905392345, "step": 6144 }, { "epoch": 3.034074074074074, "eval_bleu": 0.0, "eval_cos_loss": 0.03870651475721743, "eval_loss": 0.14876795905392345, "eval_mse_loss": 0.14876795905392345, "eval_runtime": 18.1257, "eval_samples_per_second": 144.436, "eval_steps_per_second": 2.262, "step": 6144 }, { "epoch": 3.097283950617284, "grad_norm": 0.04030594229698181, "learning_rate": 0.000136634287020226, "loss": 0.14769518375396729, "step": 6272 }, { "epoch": 3.1604938271604937, "grad_norm": 0.027767272666096687, "learning_rate": 0.00011895132298390743, "loss": 0.1493716984987259, "step": 6400 }, { "epoch": 3.2237037037037037, "grad_norm": 0.04019133746623993, "learning_rate": 0.00010233826059239426, "loss": 0.15157844126224518, "step": 6528 }, { "epoch": 3.286913580246914, "grad_norm": 0.01638754829764366, "learning_rate": 8.68417457044704e-05, "loss": 0.14995069801807404, "step": 6656 }, { "epoch": 3.3501234567901235, "grad_norm": 0.038517311215400696, "learning_rate": 7.250528915685422e-05, "loss": 0.15167345106601715, "step": 6784 }, { "epoch": 3.413333333333333, "grad_norm": 0.01678868569433689, "learning_rate": 5.93691445952505e-05, "loss": 0.14608222246170044, "step": 6912 }, { "epoch": 3.476543209876543, "grad_norm": 0.015662306919693947, "learning_rate": 4.7470195450886376e-05, "loss": 0.1496647447347641, "step": 7040 }, { "epoch": 3.5397530864197533, "grad_norm": 0.014813782647252083, "learning_rate": 3.684185137987378e-05, "loss": 0.14931762218475342, "step": 7168 }, { "epoch": 3.5397530864197533, "eval_bleu": 0.0, "eval_cos_loss": 0.03843161172983123, "eval_loss": 0.14863424693665853, "eval_mse_loss": 0.14863424693665853, "step": 7168 }, { "epoch": 3.5397530864197533, "eval_bleu": 0.0, "eval_cos_loss": 0.03843161172983123, "eval_loss": 0.14863424693665853, "eval_mse_loss": 0.14863424693665853, "eval_runtime": 16.9602, "eval_samples_per_second": 154.362, "eval_steps_per_second": 2.417, "step": 7168 } ], "logging_steps": 128, "max_steps": 8100, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 1024, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 64, "trial_name": null, "trial_params": null }