{ "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": 1.4386693012758085, "learning_rate": 5e-06, "loss": 0.7579, "step": 10 }, { "epoch": 0.045584045584045586, "grad_norm": 0.8867158367707256, "learning_rate": 5e-06, "loss": 0.7029, "step": 20 }, { "epoch": 0.06837606837606838, "grad_norm": 0.9488403053522199, "learning_rate": 5e-06, "loss": 0.6832, "step": 30 }, { "epoch": 0.09116809116809117, "grad_norm": 0.884176264535841, "learning_rate": 5e-06, "loss": 0.6835, "step": 40 }, { "epoch": 0.11396011396011396, "grad_norm": 0.8397561690644878, "learning_rate": 5e-06, "loss": 0.6797, "step": 50 }, { "epoch": 0.13675213675213677, "grad_norm": 0.7606997383385686, "learning_rate": 5e-06, "loss": 0.6592, "step": 60 }, { "epoch": 0.15954415954415954, "grad_norm": 0.5641772966117866, "learning_rate": 5e-06, "loss": 0.6555, "step": 70 }, { "epoch": 0.18233618233618235, "grad_norm": 0.4455570943818377, "learning_rate": 5e-06, "loss": 0.6573, "step": 80 }, { "epoch": 0.20512820512820512, "grad_norm": 0.35344748753637006, "learning_rate": 5e-06, "loss": 0.641, "step": 90 }, { "epoch": 0.22792022792022792, "grad_norm": 0.3194926627231166, "learning_rate": 5e-06, "loss": 0.6419, "step": 100 }, { "epoch": 0.25071225071225073, "grad_norm": 0.327073140109101, "learning_rate": 5e-06, "loss": 0.6329, "step": 110 }, { "epoch": 0.27350427350427353, "grad_norm": 0.2902488319100315, "learning_rate": 5e-06, "loss": 0.641, "step": 120 }, { "epoch": 0.2962962962962963, "grad_norm": 0.3250030845224132, "learning_rate": 5e-06, "loss": 0.642, "step": 130 }, { "epoch": 0.3190883190883191, "grad_norm": 0.301467717572835, "learning_rate": 5e-06, "loss": 0.644, "step": 140 }, { "epoch": 0.3418803418803419, "grad_norm": 0.3335273058944758, "learning_rate": 5e-06, "loss": 0.6365, "step": 150 }, { "epoch": 0.3646723646723647, "grad_norm": 0.3296991550356145, "learning_rate": 5e-06, "loss": 0.6417, "step": 160 }, { "epoch": 0.38746438746438744, "grad_norm": 0.3103731635734424, "learning_rate": 5e-06, "loss": 0.6334, "step": 170 }, { "epoch": 0.41025641025641024, "grad_norm": 0.29665465750244296, "learning_rate": 5e-06, "loss": 0.639, "step": 180 }, { "epoch": 0.43304843304843305, "grad_norm": 0.3060805101577135, "learning_rate": 5e-06, "loss": 0.6316, "step": 190 }, { "epoch": 0.45584045584045585, "grad_norm": 0.2969598209435155, "learning_rate": 5e-06, "loss": 0.6396, "step": 200 }, { "epoch": 0.47863247863247865, "grad_norm": 0.30839851830912446, "learning_rate": 5e-06, "loss": 0.6359, "step": 210 }, { "epoch": 0.5014245014245015, "grad_norm": 0.3053987642580341, "learning_rate": 5e-06, "loss": 0.6396, "step": 220 }, { "epoch": 0.5242165242165242, "grad_norm": 0.3348094885478149, "learning_rate": 5e-06, "loss": 0.6352, "step": 230 }, { "epoch": 0.5470085470085471, "grad_norm": 0.2950949465171189, "learning_rate": 5e-06, "loss": 0.631, "step": 240 }, { "epoch": 0.5698005698005698, "grad_norm": 0.3225072083038658, "learning_rate": 5e-06, "loss": 0.636, "step": 250 }, { "epoch": 0.5925925925925926, "grad_norm": 0.33126618150169374, "learning_rate": 5e-06, "loss": 0.6342, "step": 260 }, { "epoch": 0.6153846153846154, "grad_norm": 0.3123676307295024, "learning_rate": 5e-06, "loss": 0.6314, "step": 270 }, { "epoch": 0.6381766381766382, "grad_norm": 0.31608075186025725, "learning_rate": 5e-06, "loss": 0.6422, "step": 280 }, { "epoch": 0.6609686609686609, "grad_norm": 0.295304591634291, "learning_rate": 5e-06, "loss": 0.6308, "step": 290 }, { "epoch": 0.6837606837606838, "grad_norm": 0.2889796046509888, "learning_rate": 5e-06, "loss": 0.6289, "step": 300 }, { "epoch": 0.7065527065527065, "grad_norm": 0.2828279092197474, "learning_rate": 5e-06, "loss": 0.6287, "step": 310 }, { "epoch": 0.7293447293447294, "grad_norm": 0.3123856218189676, "learning_rate": 5e-06, "loss": 0.6293, "step": 320 }, { "epoch": 0.7521367521367521, "grad_norm": 0.3053322180872748, "learning_rate": 5e-06, "loss": 0.6259, "step": 330 }, { "epoch": 0.7749287749287749, "grad_norm": 0.2926207509847771, "learning_rate": 5e-06, "loss": 0.6317, "step": 340 }, { "epoch": 0.7977207977207977, "grad_norm": 0.29988955618078283, "learning_rate": 5e-06, "loss": 0.6388, "step": 350 }, { "epoch": 0.8205128205128205, "grad_norm": 0.3048877888264376, "learning_rate": 5e-06, "loss": 0.6306, "step": 360 }, { "epoch": 0.8433048433048433, "grad_norm": 0.34334690821050184, "learning_rate": 5e-06, "loss": 0.6243, "step": 370 }, { "epoch": 0.8660968660968661, "grad_norm": 0.3134188238075275, "learning_rate": 5e-06, "loss": 0.6365, "step": 380 }, { "epoch": 0.8888888888888888, "grad_norm": 0.30566485805979765, "learning_rate": 5e-06, "loss": 0.6351, "step": 390 }, { "epoch": 0.9116809116809117, "grad_norm": 0.31666519162979606, "learning_rate": 5e-06, "loss": 0.6384, "step": 400 }, { "epoch": 0.9344729344729344, "grad_norm": 0.2794015692940556, "learning_rate": 5e-06, "loss": 0.6346, "step": 410 }, { "epoch": 0.9572649572649573, "grad_norm": 0.3050489727811934, "learning_rate": 5e-06, "loss": 0.6215, "step": 420 }, { "epoch": 0.98005698005698, "grad_norm": 0.34520329516921633, "learning_rate": 5e-06, "loss": 0.6346, "step": 430 }, { "epoch": 0.9982905982905983, "eval_loss": 0.6251624226570129, "eval_runtime": 445.1376, "eval_samples_per_second": 26.56, "eval_steps_per_second": 0.416, "step": 438 }, { "epoch": 1.0034188034188034, "grad_norm": 0.3500234102689406, "learning_rate": 5e-06, "loss": 0.6473, "step": 440 }, { "epoch": 1.0262108262108263, "grad_norm": 0.3135823115202442, "learning_rate": 5e-06, "loss": 0.602, "step": 450 }, { "epoch": 1.049002849002849, "grad_norm": 0.32895439127731363, "learning_rate": 5e-06, "loss": 0.5954, "step": 460 }, { "epoch": 1.0717948717948718, "grad_norm": 0.2980741864148205, "learning_rate": 5e-06, "loss": 0.5961, "step": 470 }, { "epoch": 1.0945868945868946, "grad_norm": 0.3005539750743244, "learning_rate": 5e-06, "loss": 0.6035, "step": 480 }, { "epoch": 1.1173789173789175, "grad_norm": 0.3193329083839523, "learning_rate": 5e-06, "loss": 0.6084, "step": 490 }, { "epoch": 1.1401709401709401, "grad_norm": 0.2971789146327925, "learning_rate": 5e-06, "loss": 0.5983, "step": 500 }, { "epoch": 1.162962962962963, "grad_norm": 0.3014133236150067, "learning_rate": 5e-06, "loss": 0.5961, "step": 510 }, { "epoch": 1.1857549857549858, "grad_norm": 0.31061311315632684, "learning_rate": 5e-06, "loss": 0.6018, "step": 520 }, { "epoch": 1.2085470085470085, "grad_norm": 0.3030494386702636, "learning_rate": 5e-06, "loss": 0.5948, "step": 530 }, { "epoch": 1.2313390313390313, "grad_norm": 0.32399832658742117, "learning_rate": 5e-06, "loss": 0.6051, "step": 540 }, { "epoch": 1.2541310541310542, "grad_norm": 0.28839198489010404, "learning_rate": 5e-06, "loss": 0.6017, "step": 550 }, { "epoch": 1.2769230769230768, "grad_norm": 0.2964653938206201, "learning_rate": 5e-06, "loss": 0.6032, "step": 560 }, { "epoch": 1.2997150997150997, "grad_norm": 0.28722558037585133, "learning_rate": 5e-06, "loss": 0.5973, "step": 570 }, { "epoch": 1.3225071225071225, "grad_norm": 0.2923968412756558, "learning_rate": 5e-06, "loss": 0.5958, "step": 580 }, { "epoch": 1.3452991452991454, "grad_norm": 0.28753838300402135, "learning_rate": 5e-06, "loss": 0.5955, "step": 590 }, { "epoch": 1.368091168091168, "grad_norm": 0.3334994604865794, "learning_rate": 5e-06, "loss": 0.6011, "step": 600 }, { "epoch": 1.390883190883191, "grad_norm": 0.2991486931963729, "learning_rate": 5e-06, "loss": 0.6012, "step": 610 }, { "epoch": 1.4136752136752135, "grad_norm": 0.3073110980633579, "learning_rate": 5e-06, "loss": 0.6037, "step": 620 }, { "epoch": 1.4364672364672364, "grad_norm": 0.3100450193104537, "learning_rate": 5e-06, "loss": 0.6018, "step": 630 }, { "epoch": 1.4592592592592593, "grad_norm": 0.3055297206364041, "learning_rate": 5e-06, "loss": 0.5966, "step": 640 }, { "epoch": 1.4820512820512821, "grad_norm": 0.3029784972136167, "learning_rate": 5e-06, "loss": 0.5946, "step": 650 }, { "epoch": 1.504843304843305, "grad_norm": 0.2834424411606447, "learning_rate": 5e-06, "loss": 0.5942, "step": 660 }, { "epoch": 1.5276353276353276, "grad_norm": 0.3194897462541008, "learning_rate": 5e-06, "loss": 0.6019, "step": 670 }, { "epoch": 1.5504273504273505, "grad_norm": 0.29190992841354146, "learning_rate": 5e-06, "loss": 0.5904, "step": 680 }, { "epoch": 1.573219373219373, "grad_norm": 0.31705729350194956, "learning_rate": 5e-06, "loss": 0.5944, "step": 690 }, { "epoch": 1.596011396011396, "grad_norm": 0.29252625572912966, "learning_rate": 5e-06, "loss": 0.61, "step": 700 }, { "epoch": 1.6188034188034188, "grad_norm": 0.31234731377862573, "learning_rate": 5e-06, "loss": 0.597, "step": 710 }, { "epoch": 1.6415954415954417, "grad_norm": 0.3160189008473381, "learning_rate": 5e-06, "loss": 0.6016, "step": 720 }, { "epoch": 1.6643874643874645, "grad_norm": 0.29544177148306744, "learning_rate": 5e-06, "loss": 0.5947, "step": 730 }, { "epoch": 1.6871794871794872, "grad_norm": 0.30708751751912383, "learning_rate": 5e-06, "loss": 0.5957, "step": 740 }, { "epoch": 1.7099715099715098, "grad_norm": 0.3048638695052697, "learning_rate": 5e-06, "loss": 0.5932, "step": 750 }, { "epoch": 1.7327635327635327, "grad_norm": 0.3146316081703229, "learning_rate": 5e-06, "loss": 0.5971, "step": 760 }, { "epoch": 1.7555555555555555, "grad_norm": 0.32002761544313474, "learning_rate": 5e-06, "loss": 0.5935, "step": 770 }, { "epoch": 1.7783475783475784, "grad_norm": 0.30010567894497364, "learning_rate": 5e-06, "loss": 0.6007, "step": 780 }, { "epoch": 1.8011396011396013, "grad_norm": 0.28285672159123876, "learning_rate": 5e-06, "loss": 0.5982, "step": 790 }, { "epoch": 1.823931623931624, "grad_norm": 0.28611836059295176, "learning_rate": 5e-06, "loss": 0.5851, "step": 800 }, { "epoch": 1.8467236467236468, "grad_norm": 0.30797592386487205, "learning_rate": 5e-06, "loss": 0.5929, "step": 810 }, { "epoch": 1.8695156695156694, "grad_norm": 0.3063321918111546, "learning_rate": 5e-06, "loss": 0.5906, "step": 820 }, { "epoch": 1.8923076923076922, "grad_norm": 0.30525107848276234, "learning_rate": 5e-06, "loss": 0.5945, "step": 830 }, { "epoch": 1.915099715099715, "grad_norm": 0.29791867679830153, "learning_rate": 5e-06, "loss": 0.599, "step": 840 }, { "epoch": 1.937891737891738, "grad_norm": 0.29637691821376655, "learning_rate": 5e-06, "loss": 0.5971, "step": 850 }, { "epoch": 1.9606837606837608, "grad_norm": 0.30625195405550415, "learning_rate": 5e-06, "loss": 0.5983, "step": 860 }, { "epoch": 1.9834757834757835, "grad_norm": 0.33176229383034617, "learning_rate": 5e-06, "loss": 0.5958, "step": 870 }, { "epoch": 1.9994301994301993, "eval_loss": 0.618757426738739, "eval_runtime": 445.8741, "eval_samples_per_second": 26.516, "eval_steps_per_second": 0.415, "step": 877 }, { "epoch": 2.006837606837607, "grad_norm": 0.2936199686212669, "learning_rate": 5e-06, "loss": 0.6152, "step": 880 }, { "epoch": 2.0296296296296297, "grad_norm": 0.32905123086930277, "learning_rate": 5e-06, "loss": 0.5547, "step": 890 }, { "epoch": 2.0524216524216525, "grad_norm": 0.31597772907288135, "learning_rate": 5e-06, "loss": 0.5696, "step": 900 }, { "epoch": 2.0752136752136754, "grad_norm": 0.3150594692282521, "learning_rate": 5e-06, "loss": 0.5676, "step": 910 }, { "epoch": 2.098005698005698, "grad_norm": 0.3072197547874636, "learning_rate": 5e-06, "loss": 0.5706, "step": 920 }, { "epoch": 2.1207977207977207, "grad_norm": 0.30005346574771413, "learning_rate": 5e-06, "loss": 0.5685, "step": 930 }, { "epoch": 2.1435897435897435, "grad_norm": 0.3017795274737325, "learning_rate": 5e-06, "loss": 0.5632, "step": 940 }, { "epoch": 2.1663817663817664, "grad_norm": 0.30206580494490604, "learning_rate": 5e-06, "loss": 0.5641, "step": 950 }, { "epoch": 2.1891737891737892, "grad_norm": 0.2980530215049522, "learning_rate": 5e-06, "loss": 0.5691, "step": 960 }, { "epoch": 2.211965811965812, "grad_norm": 0.31524358050102935, "learning_rate": 5e-06, "loss": 0.5686, "step": 970 }, { "epoch": 2.234757834757835, "grad_norm": 0.3128509983082201, "learning_rate": 5e-06, "loss": 0.5583, "step": 980 }, { "epoch": 2.2575498575498574, "grad_norm": 0.3140793309951936, "learning_rate": 5e-06, "loss": 0.5673, "step": 990 }, { "epoch": 2.2803418803418802, "grad_norm": 0.28520834084454944, "learning_rate": 5e-06, "loss": 0.5676, "step": 1000 }, { "epoch": 2.303133903133903, "grad_norm": 0.29867824686812755, "learning_rate": 5e-06, "loss": 0.565, "step": 1010 }, { "epoch": 2.325925925925926, "grad_norm": 0.3145208805177942, "learning_rate": 5e-06, "loss": 0.5682, "step": 1020 }, { "epoch": 2.348717948717949, "grad_norm": 0.2902492701764916, "learning_rate": 5e-06, "loss": 0.5694, "step": 1030 }, { "epoch": 2.3715099715099717, "grad_norm": 0.2956594814241214, "learning_rate": 5e-06, "loss": 0.5674, "step": 1040 }, { "epoch": 2.394301994301994, "grad_norm": 0.31738434358751366, "learning_rate": 5e-06, "loss": 0.5668, "step": 1050 }, { "epoch": 2.417094017094017, "grad_norm": 0.28908242561794056, "learning_rate": 5e-06, "loss": 0.5752, "step": 1060 }, { "epoch": 2.43988603988604, "grad_norm": 0.2903170979095093, "learning_rate": 5e-06, "loss": 0.578, "step": 1070 }, { "epoch": 2.4626780626780627, "grad_norm": 0.2852792499162689, "learning_rate": 5e-06, "loss": 0.5732, "step": 1080 }, { "epoch": 2.4854700854700855, "grad_norm": 0.2753361670224193, "learning_rate": 5e-06, "loss": 0.5709, "step": 1090 }, { "epoch": 2.5082621082621084, "grad_norm": 0.29187729007400126, "learning_rate": 5e-06, "loss": 0.5773, "step": 1100 }, { "epoch": 2.5310541310541312, "grad_norm": 0.2948065365452112, "learning_rate": 5e-06, "loss": 0.5709, "step": 1110 }, { "epoch": 2.5538461538461537, "grad_norm": 0.29233811433610235, "learning_rate": 5e-06, "loss": 0.569, "step": 1120 }, { "epoch": 2.5766381766381765, "grad_norm": 0.29251338108992897, "learning_rate": 5e-06, "loss": 0.5684, "step": 1130 }, { "epoch": 2.5994301994301994, "grad_norm": 0.28887301028922413, "learning_rate": 5e-06, "loss": 0.5681, "step": 1140 }, { "epoch": 2.6222222222222222, "grad_norm": 0.3130706205394312, "learning_rate": 5e-06, "loss": 0.5684, "step": 1150 }, { "epoch": 2.645014245014245, "grad_norm": 0.3098221144899901, "learning_rate": 5e-06, "loss": 0.5695, "step": 1160 }, { "epoch": 2.667806267806268, "grad_norm": 0.28798485314235794, "learning_rate": 5e-06, "loss": 0.5723, "step": 1170 }, { "epoch": 2.690598290598291, "grad_norm": 0.28437339107985654, "learning_rate": 5e-06, "loss": 0.5675, "step": 1180 }, { "epoch": 2.7133903133903132, "grad_norm": 0.3036502139166253, "learning_rate": 5e-06, "loss": 0.5686, "step": 1190 }, { "epoch": 2.736182336182336, "grad_norm": 0.301383160626782, "learning_rate": 5e-06, "loss": 0.5718, "step": 1200 }, { "epoch": 2.758974358974359, "grad_norm": 0.3163849017521735, "learning_rate": 5e-06, "loss": 0.5752, "step": 1210 }, { "epoch": 2.781766381766382, "grad_norm": 0.31117137034097503, "learning_rate": 5e-06, "loss": 0.5651, "step": 1220 }, { "epoch": 2.8045584045584047, "grad_norm": 0.2930242603622392, "learning_rate": 5e-06, "loss": 0.5636, "step": 1230 }, { "epoch": 2.827350427350427, "grad_norm": 0.3144851013348898, "learning_rate": 5e-06, "loss": 0.5784, "step": 1240 }, { "epoch": 2.8501424501424504, "grad_norm": 0.2971023651878554, "learning_rate": 5e-06, "loss": 0.575, "step": 1250 }, { "epoch": 2.872934472934473, "grad_norm": 0.31461051709792115, "learning_rate": 5e-06, "loss": 0.5722, "step": 1260 }, { "epoch": 2.8957264957264957, "grad_norm": 0.31229107305530807, "learning_rate": 5e-06, "loss": 0.5731, "step": 1270 }, { "epoch": 2.9185185185185185, "grad_norm": 0.30391491233086704, "learning_rate": 5e-06, "loss": 0.5633, "step": 1280 }, { "epoch": 2.9413105413105414, "grad_norm": 0.3087650960617782, "learning_rate": 5e-06, "loss": 0.5635, "step": 1290 }, { "epoch": 2.9641025641025642, "grad_norm": 0.2942869811591753, "learning_rate": 5e-06, "loss": 0.5646, "step": 1300 }, { "epoch": 2.9868945868945866, "grad_norm": 0.31862561633033365, "learning_rate": 5e-06, "loss": 0.5744, "step": 1310 }, { "epoch": 2.996011396011396, "eval_loss": 0.6188442707061768, "eval_runtime": 444.3583, "eval_samples_per_second": 26.607, "eval_steps_per_second": 0.416, "step": 1314 }, { "epoch": 2.996011396011396, "step": 1314, "total_flos": 2755219238682624.0, "train_loss": 0.6039808779909549, "train_runtime": 71394.4326, "train_samples_per_second": 9.439, "train_steps_per_second": 0.018 } ], "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 }