{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.996011396011396, "eval_steps": 500, "global_step": 1314, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.022792022792022793, "grad_norm": 2.667692336452461, "learning_rate": 5e-06, "loss": 0.7534, "step": 10 }, { "epoch": 0.045584045584045586, "grad_norm": 0.8063888051525331, "learning_rate": 5e-06, "loss": 0.699, "step": 20 }, { "epoch": 0.06837606837606838, "grad_norm": 0.9060943666753217, "learning_rate": 5e-06, "loss": 0.6792, "step": 30 }, { "epoch": 0.09116809116809117, "grad_norm": 0.863100204101913, "learning_rate": 5e-06, "loss": 0.6793, "step": 40 }, { "epoch": 0.11396011396011396, "grad_norm": 0.8020158873807923, "learning_rate": 5e-06, "loss": 0.6755, "step": 50 }, { "epoch": 0.13675213675213677, "grad_norm": 0.684096154720575, "learning_rate": 5e-06, "loss": 0.6553, "step": 60 }, { "epoch": 0.15954415954415954, "grad_norm": 0.45007895438831524, "learning_rate": 5e-06, "loss": 0.6522, "step": 70 }, { "epoch": 0.18233618233618235, "grad_norm": 0.3793094921700233, "learning_rate": 5e-06, "loss": 0.6551, "step": 80 }, { "epoch": 0.20512820512820512, "grad_norm": 0.3149452056766187, "learning_rate": 5e-06, "loss": 0.6399, "step": 90 }, { "epoch": 0.22792022792022792, "grad_norm": 0.3009594867680131, "learning_rate": 5e-06, "loss": 0.6412, "step": 100 }, { "epoch": 0.25071225071225073, "grad_norm": 0.34212181307790984, "learning_rate": 5e-06, "loss": 0.6325, "step": 110 }, { "epoch": 0.27350427350427353, "grad_norm": 0.3071741827743272, "learning_rate": 5e-06, "loss": 0.6407, "step": 120 }, { "epoch": 0.2962962962962963, "grad_norm": 0.2921267402694689, "learning_rate": 5e-06, "loss": 0.6417, "step": 130 }, { "epoch": 0.3190883190883191, "grad_norm": 0.3086951712828636, "learning_rate": 5e-06, "loss": 0.6438, "step": 140 }, { "epoch": 0.3418803418803419, "grad_norm": 0.31203378476932964, "learning_rate": 5e-06, "loss": 0.6363, "step": 150 }, { "epoch": 0.3646723646723647, "grad_norm": 0.31089407638977484, "learning_rate": 5e-06, "loss": 0.6415, "step": 160 }, { "epoch": 0.38746438746438744, "grad_norm": 0.35439340860374086, "learning_rate": 5e-06, "loss": 0.6333, "step": 170 }, { "epoch": 0.41025641025641024, "grad_norm": 0.3029281442256716, "learning_rate": 5e-06, "loss": 0.6389, "step": 180 }, { "epoch": 0.43304843304843305, "grad_norm": 0.3035263406218673, "learning_rate": 5e-06, "loss": 0.6314, "step": 190 }, { "epoch": 0.45584045584045585, "grad_norm": 0.30613699941499445, "learning_rate": 5e-06, "loss": 0.6395, "step": 200 }, { "epoch": 0.47863247863247865, "grad_norm": 0.3097244580495573, "learning_rate": 5e-06, "loss": 0.6358, "step": 210 }, { "epoch": 0.5014245014245015, "grad_norm": 0.30052514890974735, "learning_rate": 5e-06, "loss": 0.6395, "step": 220 }, { "epoch": 0.5242165242165242, "grad_norm": 0.3247757790920796, "learning_rate": 5e-06, "loss": 0.6351, "step": 230 }, { "epoch": 0.5470085470085471, "grad_norm": 0.3002320555356954, "learning_rate": 5e-06, "loss": 0.631, "step": 240 }, { "epoch": 0.5698005698005698, "grad_norm": 0.33788540070089457, "learning_rate": 5e-06, "loss": 0.6359, "step": 250 }, { "epoch": 0.5925925925925926, "grad_norm": 0.29983726730351934, "learning_rate": 5e-06, "loss": 0.6341, "step": 260 }, { "epoch": 0.6153846153846154, "grad_norm": 0.3083145101540858, "learning_rate": 5e-06, "loss": 0.6313, "step": 270 }, { "epoch": 0.6381766381766382, "grad_norm": 0.31499238828203335, "learning_rate": 5e-06, "loss": 0.642, "step": 280 }, { "epoch": 0.6609686609686609, "grad_norm": 0.32514749431753714, "learning_rate": 5e-06, "loss": 0.6307, "step": 290 }, { "epoch": 0.6837606837606838, "grad_norm": 0.28853752402247734, "learning_rate": 5e-06, "loss": 0.6288, "step": 300 }, { "epoch": 0.7065527065527065, "grad_norm": 0.2977250374761748, "learning_rate": 5e-06, "loss": 0.6286, "step": 310 }, { "epoch": 0.7293447293447294, "grad_norm": 0.33869550896521733, "learning_rate": 5e-06, "loss": 0.6292, "step": 320 }, { "epoch": 0.7521367521367521, "grad_norm": 0.30377512470657203, "learning_rate": 5e-06, "loss": 0.6259, "step": 330 }, { "epoch": 0.7749287749287749, "grad_norm": 0.3285936613654986, "learning_rate": 5e-06, "loss": 0.6317, "step": 340 }, { "epoch": 0.7977207977207977, "grad_norm": 0.3338489009754525, "learning_rate": 5e-06, "loss": 0.6388, "step": 350 }, { "epoch": 0.8205128205128205, "grad_norm": 0.31401301210309734, "learning_rate": 5e-06, "loss": 0.6305, "step": 360 }, { "epoch": 0.8433048433048433, "grad_norm": 0.32729904251625536, "learning_rate": 5e-06, "loss": 0.6242, "step": 370 }, { "epoch": 0.8660968660968661, "grad_norm": 0.3137460681429382, "learning_rate": 5e-06, "loss": 0.6365, "step": 380 }, { "epoch": 0.8888888888888888, "grad_norm": 0.32750286290464264, "learning_rate": 5e-06, "loss": 0.6351, "step": 390 }, { "epoch": 0.9116809116809117, "grad_norm": 0.2982635849558681, "learning_rate": 5e-06, "loss": 0.6383, "step": 400 }, { "epoch": 0.9344729344729344, "grad_norm": 0.2855401575649863, "learning_rate": 5e-06, "loss": 0.6345, "step": 410 }, { "epoch": 0.9572649572649573, "grad_norm": 0.3006500631775212, "learning_rate": 5e-06, "loss": 0.6215, "step": 420 }, { "epoch": 0.98005698005698, "grad_norm": 0.34295212142334275, "learning_rate": 5e-06, "loss": 0.6345, "step": 430 }, { "epoch": 0.9982905982905983, "eval_loss": 0.6251533031463623, "eval_runtime": 443.2695, "eval_samples_per_second": 26.672, "eval_steps_per_second": 0.417, "step": 438 }, { "epoch": 1.0034188034188034, "grad_norm": 0.35024631622777125, "learning_rate": 5e-06, "loss": 0.6472, "step": 440 }, { "epoch": 1.0262108262108263, "grad_norm": 0.33002240579640935, "learning_rate": 5e-06, "loss": 0.6017, "step": 450 }, { "epoch": 1.049002849002849, "grad_norm": 0.31651186830890377, "learning_rate": 5e-06, "loss": 0.5955, "step": 460 }, { "epoch": 1.0717948717948718, "grad_norm": 0.2916006238361447, "learning_rate": 5e-06, "loss": 0.5964, "step": 470 }, { "epoch": 1.0945868945868946, "grad_norm": 0.3048367563892593, "learning_rate": 5e-06, "loss": 0.6038, "step": 480 }, { "epoch": 1.1173789173789175, "grad_norm": 0.3276162015278515, "learning_rate": 5e-06, "loss": 0.6089, "step": 490 }, { "epoch": 1.1401709401709401, "grad_norm": 0.29051409762342256, "learning_rate": 5e-06, "loss": 0.5987, "step": 500 }, { "epoch": 1.162962962962963, "grad_norm": 0.309815710665164, "learning_rate": 5e-06, "loss": 0.5966, "step": 510 }, { "epoch": 1.1857549857549858, "grad_norm": 0.2943518362832322, "learning_rate": 5e-06, "loss": 0.6023, "step": 520 }, { "epoch": 1.2085470085470085, "grad_norm": 0.3206888044455193, "learning_rate": 5e-06, "loss": 0.5953, "step": 530 }, { "epoch": 1.2313390313390313, "grad_norm": 0.28810098486400076, "learning_rate": 5e-06, "loss": 0.6056, "step": 540 }, { "epoch": 1.2541310541310542, "grad_norm": 0.33684168520106755, "learning_rate": 5e-06, "loss": 0.6022, "step": 550 }, { "epoch": 1.2769230769230768, "grad_norm": 0.2930925524871367, "learning_rate": 5e-06, "loss": 0.6037, "step": 560 }, { "epoch": 1.2997150997150997, "grad_norm": 0.2997084038260789, "learning_rate": 5e-06, "loss": 0.5977, "step": 570 }, { "epoch": 1.3225071225071225, "grad_norm": 0.2724633931757638, "learning_rate": 5e-06, "loss": 0.5962, "step": 580 }, { "epoch": 1.3452991452991454, "grad_norm": 0.29594928695290523, "learning_rate": 5e-06, "loss": 0.5959, "step": 590 }, { "epoch": 1.368091168091168, "grad_norm": 0.3509170428001788, "learning_rate": 5e-06, "loss": 0.6016, "step": 600 }, { "epoch": 1.390883190883191, "grad_norm": 0.31871308148877675, "learning_rate": 5e-06, "loss": 0.6016, "step": 610 }, { "epoch": 1.4136752136752135, "grad_norm": 0.29158762025250556, "learning_rate": 5e-06, "loss": 0.6041, "step": 620 }, { "epoch": 1.4364672364672364, "grad_norm": 0.31932103979021054, "learning_rate": 5e-06, "loss": 0.6022, "step": 630 }, { "epoch": 1.4592592592592593, "grad_norm": 0.30549722640769267, "learning_rate": 5e-06, "loss": 0.597, "step": 640 }, { "epoch": 1.4820512820512821, "grad_norm": 0.2951879017910213, "learning_rate": 5e-06, "loss": 0.5949, "step": 650 }, { "epoch": 1.504843304843305, "grad_norm": 0.2890301521070669, "learning_rate": 5e-06, "loss": 0.5946, "step": 660 }, { "epoch": 1.5276353276353276, "grad_norm": 0.3152131309167344, "learning_rate": 5e-06, "loss": 0.6023, "step": 670 }, { "epoch": 1.5504273504273505, "grad_norm": 0.27457370025182487, "learning_rate": 5e-06, "loss": 0.5908, "step": 680 }, { "epoch": 1.573219373219373, "grad_norm": 0.32514865685817596, "learning_rate": 5e-06, "loss": 0.5948, "step": 690 }, { "epoch": 1.596011396011396, "grad_norm": 0.2869347820786928, "learning_rate": 5e-06, "loss": 0.6103, "step": 700 }, { "epoch": 1.6188034188034188, "grad_norm": 0.3130330176159502, "learning_rate": 5e-06, "loss": 0.5973, "step": 710 }, { "epoch": 1.6415954415954417, "grad_norm": 0.29489095764802076, "learning_rate": 5e-06, "loss": 0.602, "step": 720 }, { "epoch": 1.6643874643874645, "grad_norm": 0.3334123404509505, "learning_rate": 5e-06, "loss": 0.5951, "step": 730 }, { "epoch": 1.6871794871794872, "grad_norm": 0.3211675496150495, "learning_rate": 5e-06, "loss": 0.5962, "step": 740 }, { "epoch": 1.7099715099715098, "grad_norm": 0.2952767746051378, "learning_rate": 5e-06, "loss": 0.5935, "step": 750 }, { "epoch": 1.7327635327635327, "grad_norm": 0.3122013602871499, "learning_rate": 5e-06, "loss": 0.5975, "step": 760 }, { "epoch": 1.7555555555555555, "grad_norm": 0.29493014283340135, "learning_rate": 5e-06, "loss": 0.5939, "step": 770 }, { "epoch": 1.7783475783475784, "grad_norm": 0.30726201417055676, "learning_rate": 5e-06, "loss": 0.601, "step": 780 }, { "epoch": 1.8011396011396013, "grad_norm": 0.29691381334334693, "learning_rate": 5e-06, "loss": 0.5985, "step": 790 }, { "epoch": 1.823931623931624, "grad_norm": 0.31312793491026397, "learning_rate": 5e-06, "loss": 0.5854, "step": 800 }, { "epoch": 1.8467236467236468, "grad_norm": 0.30709319545073666, "learning_rate": 5e-06, "loss": 0.5932, "step": 810 }, { "epoch": 1.8695156695156694, "grad_norm": 0.3023157832075651, "learning_rate": 5e-06, "loss": 0.591, "step": 820 }, { "epoch": 1.8923076923076922, "grad_norm": 0.32438843189452765, "learning_rate": 5e-06, "loss": 0.5948, "step": 830 }, { "epoch": 1.915099715099715, "grad_norm": 0.3133407951548133, "learning_rate": 5e-06, "loss": 0.5992, "step": 840 }, { "epoch": 1.937891737891738, "grad_norm": 0.2991755831382789, "learning_rate": 5e-06, "loss": 0.5974, "step": 850 }, { "epoch": 1.9606837606837608, "grad_norm": 0.3113336058021223, "learning_rate": 5e-06, "loss": 0.5987, "step": 860 }, { "epoch": 1.9834757834757835, "grad_norm": 0.3520179966585449, "learning_rate": 5e-06, "loss": 0.5961, "step": 870 }, { "epoch": 1.9994301994301993, "eval_loss": 0.6187062859535217, "eval_runtime": 442.9315, "eval_samples_per_second": 26.693, "eval_steps_per_second": 0.418, "step": 877 }, { "epoch": 2.006837606837607, "grad_norm": 0.3402585851685105, "learning_rate": 5e-06, "loss": 0.6155, "step": 880 }, { "epoch": 2.0296296296296297, "grad_norm": 0.34358400255798927, "learning_rate": 5e-06, "loss": 0.5547, "step": 890 }, { "epoch": 2.0524216524216525, "grad_norm": 0.30065738065627035, "learning_rate": 5e-06, "loss": 0.5698, "step": 900 }, { "epoch": 2.0752136752136754, "grad_norm": 0.350961553117733, "learning_rate": 5e-06, "loss": 0.5679, "step": 910 }, { "epoch": 2.098005698005698, "grad_norm": 0.33412845962784443, "learning_rate": 5e-06, "loss": 0.571, "step": 920 }, { "epoch": 2.1207977207977207, "grad_norm": 0.28301100428565806, "learning_rate": 5e-06, "loss": 0.569, "step": 930 }, { "epoch": 2.1435897435897435, "grad_norm": 0.29246926901624365, "learning_rate": 5e-06, "loss": 0.5637, "step": 940 }, { "epoch": 2.1663817663817664, "grad_norm": 0.3085716692725879, "learning_rate": 5e-06, "loss": 0.5646, "step": 950 }, { "epoch": 2.1891737891737892, "grad_norm": 0.31238615273409037, "learning_rate": 5e-06, "loss": 0.5697, "step": 960 }, { "epoch": 2.211965811965812, "grad_norm": 0.2889893652608361, "learning_rate": 5e-06, "loss": 0.5691, "step": 970 }, { "epoch": 2.234757834757835, "grad_norm": 0.28744425674496726, "learning_rate": 5e-06, "loss": 0.5588, "step": 980 }, { "epoch": 2.2575498575498574, "grad_norm": 0.31862553873260213, "learning_rate": 5e-06, "loss": 0.5678, "step": 990 }, { "epoch": 2.2803418803418802, "grad_norm": 0.30176325862165776, "learning_rate": 5e-06, "loss": 0.5682, "step": 1000 }, { "epoch": 2.303133903133903, "grad_norm": 0.3415868984406676, "learning_rate": 5e-06, "loss": 0.5656, "step": 1010 }, { "epoch": 2.325925925925926, "grad_norm": 0.3053031592130626, "learning_rate": 5e-06, "loss": 0.5687, "step": 1020 }, { "epoch": 2.348717948717949, "grad_norm": 0.34927703789690623, "learning_rate": 5e-06, "loss": 0.5699, "step": 1030 }, { "epoch": 2.3715099715099717, "grad_norm": 0.2971790308579545, "learning_rate": 5e-06, "loss": 0.568, "step": 1040 }, { "epoch": 2.394301994301994, "grad_norm": 0.30598279561257147, "learning_rate": 5e-06, "loss": 0.5673, "step": 1050 }, { "epoch": 2.417094017094017, "grad_norm": 0.3038193133765918, "learning_rate": 5e-06, "loss": 0.5756, "step": 1060 }, { "epoch": 2.43988603988604, "grad_norm": 0.30594054629347417, "learning_rate": 5e-06, "loss": 0.5785, "step": 1070 }, { "epoch": 2.4626780626780627, "grad_norm": 0.3047017356999142, "learning_rate": 5e-06, "loss": 0.5738, "step": 1080 }, { "epoch": 2.4854700854700855, "grad_norm": 0.30228571032388474, "learning_rate": 5e-06, "loss": 0.5714, "step": 1090 }, { "epoch": 2.5082621082621084, "grad_norm": 0.30561689682501575, "learning_rate": 5e-06, "loss": 0.5778, "step": 1100 }, { "epoch": 2.5310541310541312, "grad_norm": 0.3218399680160419, "learning_rate": 5e-06, "loss": 0.5714, "step": 1110 }, { "epoch": 2.5538461538461537, "grad_norm": 0.29888426709529753, "learning_rate": 5e-06, "loss": 0.5695, "step": 1120 }, { "epoch": 2.5766381766381765, "grad_norm": 0.30030693301168837, "learning_rate": 5e-06, "loss": 0.5689, "step": 1130 }, { "epoch": 2.5994301994301994, "grad_norm": 0.31110920572933626, "learning_rate": 5e-06, "loss": 0.5685, "step": 1140 }, { "epoch": 2.6222222222222222, "grad_norm": 0.30377446561184135, "learning_rate": 5e-06, "loss": 0.5688, "step": 1150 }, { "epoch": 2.645014245014245, "grad_norm": 0.30883960403656696, "learning_rate": 5e-06, "loss": 0.57, "step": 1160 }, { "epoch": 2.667806267806268, "grad_norm": 0.295333664191936, "learning_rate": 5e-06, "loss": 0.5728, "step": 1170 }, { "epoch": 2.690598290598291, "grad_norm": 0.29666095565935197, "learning_rate": 5e-06, "loss": 0.5679, "step": 1180 }, { "epoch": 2.7133903133903132, "grad_norm": 0.2896839269345245, "learning_rate": 5e-06, "loss": 0.569, "step": 1190 }, { "epoch": 2.736182336182336, "grad_norm": 0.28697330475888133, "learning_rate": 5e-06, "loss": 0.5722, "step": 1200 }, { "epoch": 2.758974358974359, "grad_norm": 0.2937887632208763, "learning_rate": 5e-06, "loss": 0.5756, "step": 1210 }, { "epoch": 2.781766381766382, "grad_norm": 0.287081423243111, "learning_rate": 5e-06, "loss": 0.5654, "step": 1220 }, { "epoch": 2.8045584045584047, "grad_norm": 0.29865384294519426, "learning_rate": 5e-06, "loss": 0.5639, "step": 1230 }, { "epoch": 2.827350427350427, "grad_norm": 0.31153098262281526, "learning_rate": 5e-06, "loss": 0.5787, "step": 1240 }, { "epoch": 2.8501424501424504, "grad_norm": 0.3019801645510001, "learning_rate": 5e-06, "loss": 0.5754, "step": 1250 }, { "epoch": 2.872934472934473, "grad_norm": 0.29801055775475277, "learning_rate": 5e-06, "loss": 0.5725, "step": 1260 }, { "epoch": 2.8957264957264957, "grad_norm": 0.3022646107633967, "learning_rate": 5e-06, "loss": 0.5735, "step": 1270 }, { "epoch": 2.9185185185185185, "grad_norm": 0.288708077282271, "learning_rate": 5e-06, "loss": 0.5637, "step": 1280 }, { "epoch": 2.9413105413105414, "grad_norm": 0.3003385354677671, "learning_rate": 5e-06, "loss": 0.5639, "step": 1290 }, { "epoch": 2.9641025641025642, "grad_norm": 0.35679915826472547, "learning_rate": 5e-06, "loss": 0.5651, "step": 1300 }, { "epoch": 2.9868945868945866, "grad_norm": 0.3072621489316874, "learning_rate": 5e-06, "loss": 0.5749, "step": 1310 }, { "epoch": 2.996011396011396, "eval_loss": 0.618656575679779, "eval_runtime": 442.1394, "eval_samples_per_second": 26.74, "eval_steps_per_second": 0.418, "step": 1314 }, { "epoch": 2.996011396011396, "step": 1314, "total_flos": 2755219238682624.0, "train_loss": 0.6039760675241596, "train_runtime": 70715.1755, "train_samples_per_second": 9.529, "train_steps_per_second": 0.019 } ], "logging_steps": 10, "max_steps": 1314, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2755219238682624.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }