{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 4.0, "eval_steps": 1024, "global_step": 8100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.06320987654320988, "grad_norm": 1.8168452978134155, "learning_rate": 0.000248046875, "loss": 3.4849891662597656, "step": 128 }, { "epoch": 0.12641975308641976, "grad_norm": 3.4383368492126465, "learning_rate": 0.000498046875, "loss": 1.282984972000122, "step": 256 }, { "epoch": 0.18962962962962962, "grad_norm": 1.2715426683425903, "learning_rate": 0.000748046875, "loss": 1.0911226272583008, "step": 384 }, { "epoch": 0.2528395061728395, "grad_norm": 1.0402259826660156, "learning_rate": 0.000998046875, "loss": 1.0667308568954468, "step": 512 }, { "epoch": 0.3160493827160494, "grad_norm": 0.7335332036018372, "learning_rate": 0.0009993089770195807, "loss": 1.0423768758773804, "step": 640 }, { "epoch": 0.37925925925925924, "grad_norm": 1.2647337913513184, "learning_rate": 0.0009972160460972733, "loss": 1.0243909358978271, "step": 768 }, { "epoch": 0.44246913580246916, "grad_norm": 1.6875989437103271, "learning_rate": 0.0009937270408736224, "loss": 1.015304446220398, "step": 896 }, { "epoch": 0.505679012345679, "grad_norm": 0.8772087097167969, "learning_rate": 0.0009888517577149526, "loss": 1.0097696781158447, "step": 1024 }, { "epoch": 0.505679012345679, "eval_bleu": 0.0, "eval_cos_loss": 0.6681160955894284, "eval_loss": 1.0068177740748336, "eval_mse_loss": 1.0068177740748336, "step": 1024 }, { "epoch": 0.505679012345679, "eval_bleu": 0.0, "eval_cos_loss": 0.6681160955894284, "eval_loss": 1.0068177740748336, "eval_mse_loss": 1.0068177740748336, "eval_runtime": 17.5866, "eval_samples_per_second": 148.863, "eval_steps_per_second": 2.331, "step": 1024 }, { "epoch": 0.5688888888888889, "grad_norm": 0.9257954359054565, "learning_rate": 0.0009826038853539248, "loss": 1.0054709911346436, "step": 1152 }, { "epoch": 0.6320987654320988, "grad_norm": 1.2401124238967896, "learning_rate": 0.0009750009664545572, "loss": 1.0001628398895264, "step": 1280 }, { "epoch": 0.6953086419753086, "grad_norm": 0.9945711493492126, "learning_rate": 0.0009660643483562486, "loss": 0.9950642585754395, "step": 1408 }, { "epoch": 0.7585185185185185, "grad_norm": 0.4016058146953583, "learning_rate": 0.0009558191231351013, "loss": 0.9919660091400146, "step": 1536 }, { "epoch": 0.8217283950617283, "grad_norm": 0.4495377540588379, "learning_rate": 0.0009442940571508399, "loss": 0.9906907081604004, "step": 1664 }, { "epoch": 0.8849382716049383, "grad_norm": 1.0224924087524414, "learning_rate": 0.0009315215102771411, "loss": 0.990159809589386, "step": 1792 }, { "epoch": 0.9481481481481482, "grad_norm": 0.7064864039421082, "learning_rate": 0.0009175373450421618, "loss": 0.9885232448577881, "step": 1920 }, { "epoch": 1.011358024691358, "grad_norm": 0.6735867857933044, "learning_rate": 0.0009023808259343743, "loss": 0.9828425645828247, "step": 2048 }, { "epoch": 1.011358024691358, "eval_bleu": 0.0020327926577703463, "eval_cos_loss": 0.6557952049301892, "eval_loss": 0.9808391550692116, "eval_mse_loss": 0.9808391550692116, "step": 2048 }, { "epoch": 1.011358024691358, "eval_bleu": 0.0020327926577703463, "eval_cos_loss": 0.6557952049301892, "eval_loss": 0.9808391550692116, "eval_mse_loss": 0.9808391550692116, "eval_runtime": 17.3438, "eval_samples_per_second": 150.948, "eval_steps_per_second": 2.364, "step": 2048 }, { "epoch": 1.074567901234568, "grad_norm": 0.8397714495658875, "learning_rate": 0.0008860945091564399, "loss": 0.9799662232398987, "step": 2176 }, { "epoch": 1.1377777777777778, "grad_norm": 0.48910048604011536, "learning_rate": 0.0008687241231366662, "loss": 0.9816181063652039, "step": 2304 }, { "epoch": 1.2009876543209876, "grad_norm": 0.5660194158554077, "learning_rate": 0.0008503184401335448, "loss": 0.9848842620849609, "step": 2432 }, { "epoch": 1.2641975308641975, "grad_norm": 0.4576466977596283, "learning_rate": 0.0008309291392938795, "loss": 0.982272744178772, "step": 2560 }, { "epoch": 1.3274074074074074, "grad_norm": 1.350696086883545, "learning_rate": 0.0008106106615490032, "loss": 0.9800283908843994, "step": 2688 }, { "epoch": 1.3906172839506172, "grad_norm": 0.606335461139679, "learning_rate": 0.0007894200567565075, "loss": 0.9786688685417175, "step": 2816 }, { "epoch": 1.453827160493827, "grad_norm": 0.8053555488586426, "learning_rate": 0.0007674168235166747, "loss": 0.9759098887443542, "step": 2944 }, { "epoch": 1.5170370370370372, "grad_norm": 0.4296761751174927, "learning_rate": 0.000744662742113375, "loss": 0.9750839471817017, "step": 3072 }, { "epoch": 1.5170370370370372, "eval_bleu": 0.001550567530729039, "eval_cos_loss": 0.653304009902768, "eval_loss": 0.9743910940682016, "eval_mse_loss": 0.9743910940682016, "step": 3072 }, { "epoch": 1.5170370370370372, "eval_bleu": 0.001550567530729039, "eval_cos_loss": 0.653304009902768, "eval_loss": 0.9743910940682016, "eval_mse_loss": 0.9743910940682016, "eval_runtime": 17.0839, "eval_samples_per_second": 153.244, "eval_steps_per_second": 2.4, "step": 3072 }, { "epoch": 1.5802469135802468, "grad_norm": 0.5009872317314148, "learning_rate": 0.0007212217010484917, "loss": 0.9776103496551514, "step": 3200 }, { "epoch": 1.643456790123457, "grad_norm": 0.4625374674797058, "learning_rate": 0.0006971595176569332, "loss": 0.9762816429138184, "step": 3328 }, { "epoch": 1.7066666666666666, "grad_norm": 0.5958267450332642, "learning_rate": 0.0006725437533058971, "loss": 0.9745242595672607, "step": 3456 }, { "epoch": 1.7698765432098766, "grad_norm": 0.9703472852706909, "learning_rate": 0.0006474435236972767, "loss": 0.9753237366676331, "step": 3584 }, { "epoch": 1.8330864197530863, "grad_norm": 0.346620112657547, "learning_rate": 0.0006219293048058301, "loss": 0.9756260514259338, "step": 3712 }, { "epoch": 1.8962962962962964, "grad_norm": 0.5703808665275574, "learning_rate": 0.0005960727349980042, "loss": 0.970862865447998, "step": 3840 }, { "epoch": 1.959506172839506, "grad_norm": 0.42382702231407166, "learning_rate": 0.0005699464138870106, "loss": 0.9738116264343262, "step": 3968 }, { "epoch": 2.022716049382716, "grad_norm": 0.42642295360565186, "learning_rate": 0.0005436236984889356, "loss": 0.9707122445106506, "step": 4096 }, { "epoch": 2.022716049382716, "eval_bleu": 0.003457283045849753, "eval_cos_loss": 0.6549375914945835, "eval_loss": 0.9716728445960254, "eval_mse_loss": 0.9716728445960254, "step": 4096 }, { "epoch": 2.022716049382716, "eval_bleu": 0.003457283045849753, "eval_cos_loss": 0.6549375914945835, "eval_loss": 0.9716728445960254, "eval_mse_loss": 0.9716728445960254, "eval_runtime": 17.5486, "eval_samples_per_second": 149.186, "eval_steps_per_second": 2.336, "step": 4096 }, { "epoch": 2.0859259259259257, "grad_norm": 0.36422199010849, "learning_rate": 0.0005171784972522235, "loss": 0.9708704352378845, "step": 4224 }, { "epoch": 2.149135802469136, "grad_norm": 0.6977311372756958, "learning_rate": 0.0004906850625388614, "loss": 0.9703112244606018, "step": 4352 }, { "epoch": 2.212345679012346, "grad_norm": 0.37942081689834595, "learning_rate": 0.0004642177821399269, "loss": 0.9709182977676392, "step": 4480 }, { "epoch": 2.2755555555555556, "grad_norm": 0.3576072156429291, "learning_rate": 0.00043785097041088293, "loss": 0.9707843065261841, "step": 4608 }, { "epoch": 2.338765432098765, "grad_norm": 0.3725082278251648, "learning_rate": 0.00041165865961306135, "loss": 0.966793954372406, "step": 4736 }, { "epoch": 2.4019753086419753, "grad_norm": 0.2623865008354187, "learning_rate": 0.000385714392047208, "loss": 0.9677779078483582, "step": 4864 }, { "epoch": 2.4651851851851854, "grad_norm": 0.4568561911582947, "learning_rate": 0.00036009101356272814, "loss": 0.9753569960594177, "step": 4992 }, { "epoch": 2.528395061728395, "grad_norm": 0.49066415429115295, "learning_rate": 0.00033486046902241664, "loss": 0.9661346673965454, "step": 5120 }, { "epoch": 2.528395061728395, "eval_bleu": 0.003345180086375018, "eval_cos_loss": 0.6469777037457722, "eval_loss": 0.9654292958538707, "eval_mse_loss": 0.9654292958538707, "step": 5120 }, { "epoch": 2.528395061728395, "eval_bleu": 0.003345180086375018, "eval_cos_loss": 0.6469777037457722, "eval_loss": 0.9654292958538707, "eval_mse_loss": 0.9654292958538707, "eval_runtime": 16.8316, "eval_samples_per_second": 155.541, "eval_steps_per_second": 2.436, "step": 5120 }, { "epoch": 2.591604938271605, "grad_norm": 0.6127116680145264, "learning_rate": 0.00031009360029696107, "loss": 0.9650511145591736, "step": 5248 }, { "epoch": 2.6548148148148147, "grad_norm": 0.37896695733070374, "learning_rate": 0.00028585994735640823, "loss": 0.9659166932106018, "step": 5376 }, { "epoch": 2.718024691358025, "grad_norm": 0.4591119885444641, "learning_rate": 0.0002622275530170825, "loss": 0.9637454152107239, "step": 5504 }, { "epoch": 2.7812345679012345, "grad_norm": 0.5013575553894043, "learning_rate": 0.0002392627718921852, "loss": 0.9639162421226501, "step": 5632 }, { "epoch": 2.8444444444444446, "grad_norm": 0.3516771197319031, "learning_rate": 0.00021703008408250187, "loss": 0.9626727104187012, "step": 5760 }, { "epoch": 2.907654320987654, "grad_norm": 0.3407333791255951, "learning_rate": 0.00019559191413033017, "loss": 0.9621551036834717, "step": 5888 }, { "epoch": 2.9708641975308643, "grad_norm": 0.26509255170822144, "learning_rate": 0.00017500845574497032, "loss": 0.9614520072937012, "step": 6016 }, { "epoch": 3.034074074074074, "grad_norm": 0.33290010690689087, "learning_rate": 0.00015533750279190617, "loss": 0.9614716172218323, "step": 6144 }, { "epoch": 3.034074074074074, "eval_bleu": 0.004510767224176567, "eval_cos_loss": 0.6460333800897365, "eval_loss": 0.9615877198009957, "eval_mse_loss": 0.9615877198009957, "step": 6144 }, { "epoch": 3.034074074074074, "eval_bleu": 0.004510767224176567, "eval_cos_loss": 0.6460333800897365, "eval_loss": 0.9615877198009957, "eval_mse_loss": 0.9615877198009957, "eval_runtime": 16.8514, "eval_samples_per_second": 155.358, "eval_steps_per_second": 2.433, "step": 6144 }, { "epoch": 3.097283950617284, "grad_norm": 0.33247849345207214, "learning_rate": 0.000136634287020226, "loss": 0.9614198207855225, "step": 6272 }, { "epoch": 3.1604938271604937, "grad_norm": 0.2738645374774933, "learning_rate": 0.00011895132298390743, "loss": 0.9605588316917419, "step": 6400 }, { "epoch": 3.2237037037037037, "grad_norm": 0.2882324755191803, "learning_rate": 0.00010233826059239426, "loss": 0.9604360461235046, "step": 6528 }, { "epoch": 3.286913580246914, "grad_norm": 0.302536278963089, "learning_rate": 8.68417457044704e-05, "loss": 0.9597956538200378, "step": 6656 }, { "epoch": 3.3501234567901235, "grad_norm": 0.5232012867927551, "learning_rate": 7.250528915685422e-05, "loss": 0.9590287804603577, "step": 6784 }, { "epoch": 3.413333333333333, "grad_norm": 0.21842055022716522, "learning_rate": 5.93691445952505e-05, "loss": 0.9591075778007507, "step": 6912 }, { "epoch": 3.476543209876543, "grad_norm": 0.6795418858528137, "learning_rate": 4.7470195450886376e-05, "loss": 0.9593430161476135, "step": 7040 }, { "epoch": 3.5397530864197533, "grad_norm": 0.18848949670791626, "learning_rate": 3.684185137987378e-05, "loss": 0.958720862865448, "step": 7168 }, { "epoch": 3.5397530864197533, "eval_bleu": 0.004545481313600588, "eval_cos_loss": 0.6461245112302827, "eval_loss": 0.9590820045005984, "eval_mse_loss": 0.9590820045005984, "step": 7168 }, { "epoch": 3.5397530864197533, "eval_bleu": 0.004545481313600588, "eval_cos_loss": 0.6461245112302827, "eval_loss": 0.9590820045005984, "eval_mse_loss": 0.9590820045005984, "eval_runtime": 17.8655, "eval_samples_per_second": 146.539, "eval_steps_per_second": 2.295, "step": 7168 }, { "epoch": 3.602962962962963, "grad_norm": 0.18368160724639893, "learning_rate": 2.751395445617594e-05, "loss": 0.9586146473884583, "step": 7296 }, { "epoch": 3.6661728395061726, "grad_norm": 0.1991145759820938, "learning_rate": 1.9512695381567302e-05, "loss": 0.9582223892211914, "step": 7424 }, { "epoch": 3.7293827160493827, "grad_norm": 0.3184373080730438, "learning_rate": 1.2860539947850303e-05, "loss": 0.9586706757545471, "step": 7552 }, { "epoch": 3.7925925925925927, "grad_norm": 0.21128305792808533, "learning_rate": 7.5761659578078565e-06, "loss": 0.9583309888839722, "step": 7680 }, { "epoch": 3.8558024691358024, "grad_norm": 0.17950057983398438, "learning_rate": 3.674410782003812e-06, "loss": 0.9576842784881592, "step": 7808 }, { "epoch": 3.9190123456790125, "grad_norm": 0.1886749416589737, "learning_rate": 1.1662296986795217e-06, "loss": 0.9585922360420227, "step": 7936 }, { "epoch": 3.982222222222222, "grad_norm": 0.18049107491970062, "learning_rate": 5.866513372004834e-08, "loss": 0.9581732749938965, "step": 8064 } ], "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": true }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 64, "trial_name": null, "trial_params": null }