{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.043449923962633065, "eval_steps": 9, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00043449923962633063, "grad_norm": 0.7322242259979248, "learning_rate": 1e-05, "loss": 4.6281, "step": 1 }, { "epoch": 0.00043449923962633063, "eval_loss": 2.2681100368499756, "eval_runtime": 936.1826, "eval_samples_per_second": 2.071, "eval_steps_per_second": 0.26, "step": 1 }, { "epoch": 0.0008689984792526613, "grad_norm": 0.7169781923294067, "learning_rate": 2e-05, "loss": 4.5781, "step": 2 }, { "epoch": 0.001303497718878992, "grad_norm": 0.6220166683197021, "learning_rate": 3e-05, "loss": 4.5088, "step": 3 }, { "epoch": 0.0017379969585053225, "grad_norm": 0.6577661037445068, "learning_rate": 4e-05, "loss": 4.5698, "step": 4 }, { "epoch": 0.0021724961981316533, "grad_norm": 0.6816755533218384, "learning_rate": 5e-05, "loss": 4.5211, "step": 5 }, { "epoch": 0.002606995437757984, "grad_norm": 0.7988889217376709, "learning_rate": 6e-05, "loss": 4.4963, "step": 6 }, { "epoch": 0.0030414946773843145, "grad_norm": 0.9024376273155212, "learning_rate": 7e-05, "loss": 4.5237, "step": 7 }, { "epoch": 0.003475993917010645, "grad_norm": 1.0115993022918701, "learning_rate": 8e-05, "loss": 4.321, "step": 8 }, { "epoch": 0.003910493156636976, "grad_norm": 1.0931627750396729, "learning_rate": 9e-05, "loss": 4.1351, "step": 9 }, { "epoch": 0.003910493156636976, "eval_loss": 1.9916020631790161, "eval_runtime": 939.5626, "eval_samples_per_second": 2.064, "eval_steps_per_second": 0.259, "step": 9 }, { "epoch": 0.004344992396263307, "grad_norm": 1.3642878532409668, "learning_rate": 0.0001, "loss": 3.9607, "step": 10 }, { "epoch": 0.004779491635889637, "grad_norm": 1.5105156898498535, "learning_rate": 9.99695413509548e-05, "loss": 3.7648, "step": 11 }, { "epoch": 0.005213990875515968, "grad_norm": 1.1561989784240723, "learning_rate": 9.987820251299122e-05, "loss": 3.3213, "step": 12 }, { "epoch": 0.005648490115142298, "grad_norm": 1.2711970806121826, "learning_rate": 9.972609476841367e-05, "loss": 3.1605, "step": 13 }, { "epoch": 0.006082989354768629, "grad_norm": 1.2520768642425537, "learning_rate": 9.951340343707852e-05, "loss": 2.7325, "step": 14 }, { "epoch": 0.00651748859439496, "grad_norm": 1.3953733444213867, "learning_rate": 9.924038765061042e-05, "loss": 2.4149, "step": 15 }, { "epoch": 0.00695198783402129, "grad_norm": 1.2582489252090454, "learning_rate": 9.890738003669029e-05, "loss": 2.3447, "step": 16 }, { "epoch": 0.007386487073647621, "grad_norm": 1.0818967819213867, "learning_rate": 9.851478631379982e-05, "loss": 2.0851, "step": 17 }, { "epoch": 0.007820986313273952, "grad_norm": 1.0467973947525024, "learning_rate": 9.806308479691595e-05, "loss": 1.9362, "step": 18 }, { "epoch": 0.007820986313273952, "eval_loss": 0.9285404086112976, "eval_runtime": 938.7411, "eval_samples_per_second": 2.066, "eval_steps_per_second": 0.259, "step": 18 }, { "epoch": 0.008255485552900283, "grad_norm": 1.0093339681625366, "learning_rate": 9.755282581475769e-05, "loss": 1.9558, "step": 19 }, { "epoch": 0.008689984792526613, "grad_norm": 0.9407274723052979, "learning_rate": 9.698463103929542e-05, "loss": 1.7688, "step": 20 }, { "epoch": 0.009124484032152944, "grad_norm": 0.89859539270401, "learning_rate": 9.635919272833938e-05, "loss": 1.6283, "step": 21 }, { "epoch": 0.009558983271779274, "grad_norm": 1.0678013563156128, "learning_rate": 9.567727288213005e-05, "loss": 1.2764, "step": 22 }, { "epoch": 0.009993482511405605, "grad_norm": 0.9045027494430542, "learning_rate": 9.493970231495835e-05, "loss": 1.4258, "step": 23 }, { "epoch": 0.010427981751031936, "grad_norm": 0.9049425721168518, "learning_rate": 9.414737964294636e-05, "loss": 1.3559, "step": 24 }, { "epoch": 0.010862480990658266, "grad_norm": 0.9243524074554443, "learning_rate": 9.330127018922194e-05, "loss": 1.1685, "step": 25 }, { "epoch": 0.011296980230284597, "grad_norm": 0.8838552832603455, "learning_rate": 9.24024048078213e-05, "loss": 1.3244, "step": 26 }, { "epoch": 0.011731479469910927, "grad_norm": 1.061066746711731, "learning_rate": 9.145187862775209e-05, "loss": 1.21, "step": 27 }, { "epoch": 0.011731479469910927, "eval_loss": 0.6456077694892883, "eval_runtime": 938.9828, "eval_samples_per_second": 2.065, "eval_steps_per_second": 0.259, "step": 27 }, { "epoch": 0.012165978709537258, "grad_norm": 1.0086060762405396, "learning_rate": 9.045084971874738e-05, "loss": 1.2234, "step": 28 }, { "epoch": 0.012600477949163589, "grad_norm": 1.3487379550933838, "learning_rate": 8.940053768033609e-05, "loss": 1.1388, "step": 29 }, { "epoch": 0.01303497718878992, "grad_norm": 0.9925966858863831, "learning_rate": 8.83022221559489e-05, "loss": 1.1835, "step": 30 }, { "epoch": 0.01346947642841625, "grad_norm": 0.9810362458229065, "learning_rate": 8.715724127386972e-05, "loss": 1.1286, "step": 31 }, { "epoch": 0.01390397566804258, "grad_norm": 0.8999232649803162, "learning_rate": 8.596699001693255e-05, "loss": 1.0797, "step": 32 }, { "epoch": 0.014338474907668911, "grad_norm": 0.8485479354858398, "learning_rate": 8.473291852294987e-05, "loss": 1.1772, "step": 33 }, { "epoch": 0.014772974147295241, "grad_norm": 0.721775472164154, "learning_rate": 8.345653031794292e-05, "loss": 1.1839, "step": 34 }, { "epoch": 0.015207473386921572, "grad_norm": 0.7297196984291077, "learning_rate": 8.213938048432697e-05, "loss": 0.9739, "step": 35 }, { "epoch": 0.015641972626547904, "grad_norm": 0.7651397585868835, "learning_rate": 8.07830737662829e-05, "loss": 0.9736, "step": 36 }, { "epoch": 0.015641972626547904, "eval_loss": 0.5466849207878113, "eval_runtime": 937.7836, "eval_samples_per_second": 2.068, "eval_steps_per_second": 0.259, "step": 36 }, { "epoch": 0.016076471866174235, "grad_norm": 0.6458867788314819, "learning_rate": 7.938926261462366e-05, "loss": 1.0337, "step": 37 }, { "epoch": 0.016510971105800566, "grad_norm": 0.7283520698547363, "learning_rate": 7.795964517353735e-05, "loss": 0.8557, "step": 38 }, { "epoch": 0.016945470345426896, "grad_norm": 0.8763824701309204, "learning_rate": 7.649596321166024e-05, "loss": 1.2412, "step": 39 }, { "epoch": 0.017379969585053227, "grad_norm": 0.7463090419769287, "learning_rate": 7.500000000000001e-05, "loss": 1.0294, "step": 40 }, { "epoch": 0.017814468824679557, "grad_norm": 0.7758802771568298, "learning_rate": 7.347357813929454e-05, "loss": 1.1152, "step": 41 }, { "epoch": 0.018248968064305888, "grad_norm": 0.8491073846817017, "learning_rate": 7.191855733945387e-05, "loss": 1.0326, "step": 42 }, { "epoch": 0.01868346730393222, "grad_norm": 0.8055416345596313, "learning_rate": 7.033683215379002e-05, "loss": 1.0835, "step": 43 }, { "epoch": 0.01911796654355855, "grad_norm": 0.7747017741203308, "learning_rate": 6.873032967079561e-05, "loss": 1.0585, "step": 44 }, { "epoch": 0.01955246578318488, "grad_norm": 0.8274694085121155, "learning_rate": 6.710100716628344e-05, "loss": 0.9503, "step": 45 }, { "epoch": 0.01955246578318488, "eval_loss": 0.4956837594509125, "eval_runtime": 937.9087, "eval_samples_per_second": 2.067, "eval_steps_per_second": 0.259, "step": 45 }, { "epoch": 0.01998696502281121, "grad_norm": 0.7109098434448242, "learning_rate": 6.545084971874738e-05, "loss": 0.9899, "step": 46 }, { "epoch": 0.02042146426243754, "grad_norm": 0.6250343918800354, "learning_rate": 6.378186779084995e-05, "loss": 0.9105, "step": 47 }, { "epoch": 0.02085596350206387, "grad_norm": 0.6676877737045288, "learning_rate": 6.209609477998338e-05, "loss": 1.124, "step": 48 }, { "epoch": 0.021290462741690202, "grad_norm": 0.6898258328437805, "learning_rate": 6.0395584540887963e-05, "loss": 1.0348, "step": 49 }, { "epoch": 0.021724961981316532, "grad_norm": 0.7583088278770447, "learning_rate": 5.868240888334653e-05, "loss": 0.8024, "step": 50 }, { "epoch": 0.022159461220942863, "grad_norm": 0.7032544016838074, "learning_rate": 5.695865504800327e-05, "loss": 0.9822, "step": 51 }, { "epoch": 0.022593960460569194, "grad_norm": 0.8667249083518982, "learning_rate": 5.522642316338268e-05, "loss": 0.7966, "step": 52 }, { "epoch": 0.023028459700195524, "grad_norm": 0.7494419813156128, "learning_rate": 5.348782368720626e-05, "loss": 0.9368, "step": 53 }, { "epoch": 0.023462958939821855, "grad_norm": 0.6607624888420105, "learning_rate": 5.174497483512506e-05, "loss": 0.8481, "step": 54 }, { "epoch": 0.023462958939821855, "eval_loss": 0.4661303162574768, "eval_runtime": 937.0866, "eval_samples_per_second": 2.069, "eval_steps_per_second": 0.259, "step": 54 }, { "epoch": 0.023897458179448185, "grad_norm": 1.3510135412216187, "learning_rate": 5e-05, "loss": 0.955, "step": 55 }, { "epoch": 0.024331957419074516, "grad_norm": 0.7510749101638794, "learning_rate": 4.825502516487497e-05, "loss": 0.8116, "step": 56 }, { "epoch": 0.024766456658700847, "grad_norm": 0.7377657294273376, "learning_rate": 4.6512176312793736e-05, "loss": 0.8809, "step": 57 }, { "epoch": 0.025200955898327177, "grad_norm": 0.6575254201889038, "learning_rate": 4.477357683661734e-05, "loss": 0.9222, "step": 58 }, { "epoch": 0.025635455137953508, "grad_norm": 0.7421597242355347, "learning_rate": 4.3041344951996746e-05, "loss": 1.009, "step": 59 }, { "epoch": 0.02606995437757984, "grad_norm": 0.6919296383857727, "learning_rate": 4.131759111665349e-05, "loss": 0.8832, "step": 60 }, { "epoch": 0.02650445361720617, "grad_norm": 0.7524620294570923, "learning_rate": 3.960441545911204e-05, "loss": 1.0048, "step": 61 }, { "epoch": 0.0269389528568325, "grad_norm": 0.7775732278823853, "learning_rate": 3.790390522001662e-05, "loss": 0.9253, "step": 62 }, { "epoch": 0.02737345209645883, "grad_norm": 0.7206799387931824, "learning_rate": 3.6218132209150045e-05, "loss": 0.9962, "step": 63 }, { "epoch": 0.02737345209645883, "eval_loss": 0.4474518597126007, "eval_runtime": 938.4115, "eval_samples_per_second": 2.066, "eval_steps_per_second": 0.259, "step": 63 }, { "epoch": 0.02780795133608516, "grad_norm": 0.7352960705757141, "learning_rate": 3.4549150281252636e-05, "loss": 0.8807, "step": 64 }, { "epoch": 0.02824245057571149, "grad_norm": 0.6605808138847351, "learning_rate": 3.289899283371657e-05, "loss": 0.7756, "step": 65 }, { "epoch": 0.028676949815337822, "grad_norm": 0.76267409324646, "learning_rate": 3.12696703292044e-05, "loss": 0.8257, "step": 66 }, { "epoch": 0.029111449054964152, "grad_norm": 0.739069938659668, "learning_rate": 2.9663167846209998e-05, "loss": 0.9447, "step": 67 }, { "epoch": 0.029545948294590483, "grad_norm": 0.8183147311210632, "learning_rate": 2.8081442660546125e-05, "loss": 0.8142, "step": 68 }, { "epoch": 0.029980447534216813, "grad_norm": 0.8828584551811218, "learning_rate": 2.6526421860705473e-05, "loss": 0.8426, "step": 69 }, { "epoch": 0.030414946773843144, "grad_norm": 0.8308943510055542, "learning_rate": 2.500000000000001e-05, "loss": 1.0606, "step": 70 }, { "epoch": 0.030849446013469478, "grad_norm": 0.7810403108596802, "learning_rate": 2.350403678833976e-05, "loss": 0.7237, "step": 71 }, { "epoch": 0.03128394525309581, "grad_norm": 0.8019788861274719, "learning_rate": 2.2040354826462668e-05, "loss": 1.0645, "step": 72 }, { "epoch": 0.03128394525309581, "eval_loss": 0.43661898374557495, "eval_runtime": 937.5407, "eval_samples_per_second": 2.068, "eval_steps_per_second": 0.259, "step": 72 }, { "epoch": 0.03171844449272214, "grad_norm": 0.7618681192398071, "learning_rate": 2.061073738537635e-05, "loss": 0.859, "step": 73 }, { "epoch": 0.03215294373234847, "grad_norm": 0.8050389885902405, "learning_rate": 1.9216926233717085e-05, "loss": 0.9631, "step": 74 }, { "epoch": 0.0325874429719748, "grad_norm": 0.8176538944244385, "learning_rate": 1.7860619515673033e-05, "loss": 0.9906, "step": 75 }, { "epoch": 0.03302194221160113, "grad_norm": 0.7703763842582703, "learning_rate": 1.6543469682057106e-05, "loss": 0.9075, "step": 76 }, { "epoch": 0.03345644145122746, "grad_norm": 0.7331583499908447, "learning_rate": 1.526708147705013e-05, "loss": 0.9032, "step": 77 }, { "epoch": 0.03389094069085379, "grad_norm": 0.8618801832199097, "learning_rate": 1.4033009983067452e-05, "loss": 0.9932, "step": 78 }, { "epoch": 0.03432543993048012, "grad_norm": 0.7720716595649719, "learning_rate": 1.2842758726130283e-05, "loss": 0.7723, "step": 79 }, { "epoch": 0.03475993917010645, "grad_norm": 0.7049722075462341, "learning_rate": 1.1697777844051105e-05, "loss": 1.004, "step": 80 }, { "epoch": 0.035194438409732784, "grad_norm": 0.7694608569145203, "learning_rate": 1.0599462319663905e-05, "loss": 1.001, "step": 81 }, { "epoch": 0.035194438409732784, "eval_loss": 0.42849254608154297, "eval_runtime": 937.4186, "eval_samples_per_second": 2.068, "eval_steps_per_second": 0.259, "step": 81 }, { "epoch": 0.035628937649359115, "grad_norm": 0.7914429903030396, "learning_rate": 9.549150281252633e-06, "loss": 0.8019, "step": 82 }, { "epoch": 0.036063436888985445, "grad_norm": 0.7216392159461975, "learning_rate": 8.548121372247918e-06, "loss": 0.7337, "step": 83 }, { "epoch": 0.036497936128611776, "grad_norm": 0.7539612054824829, "learning_rate": 7.597595192178702e-06, "loss": 0.7445, "step": 84 }, { "epoch": 0.036932435368238106, "grad_norm": 0.7819778323173523, "learning_rate": 6.698729810778065e-06, "loss": 0.759, "step": 85 }, { "epoch": 0.03736693460786444, "grad_norm": 0.8650638461112976, "learning_rate": 5.852620357053651e-06, "loss": 0.903, "step": 86 }, { "epoch": 0.03780143384749077, "grad_norm": 0.7645513415336609, "learning_rate": 5.060297685041659e-06, "loss": 0.8763, "step": 87 }, { "epoch": 0.0382359330871171, "grad_norm": 0.7570232152938843, "learning_rate": 4.322727117869951e-06, "loss": 0.9802, "step": 88 }, { "epoch": 0.03867043232674343, "grad_norm": 0.6940462589263916, "learning_rate": 3.6408072716606346e-06, "loss": 0.8409, "step": 89 }, { "epoch": 0.03910493156636976, "grad_norm": 0.7175998687744141, "learning_rate": 3.0153689607045845e-06, "loss": 0.8271, "step": 90 }, { "epoch": 0.03910493156636976, "eval_loss": 0.42518991231918335, "eval_runtime": 937.2878, "eval_samples_per_second": 2.069, "eval_steps_per_second": 0.259, "step": 90 }, { "epoch": 0.03953943080599609, "grad_norm": 0.7848137021064758, "learning_rate": 2.4471741852423237e-06, "loss": 0.7753, "step": 91 }, { "epoch": 0.03997393004562242, "grad_norm": 0.8303205370903015, "learning_rate": 1.9369152030840556e-06, "loss": 0.9935, "step": 92 }, { "epoch": 0.04040842928524875, "grad_norm": 0.7627360820770264, "learning_rate": 1.4852136862001764e-06, "loss": 0.8909, "step": 93 }, { "epoch": 0.04084292852487508, "grad_norm": 0.7823213934898376, "learning_rate": 1.0926199633097157e-06, "loss": 0.7864, "step": 94 }, { "epoch": 0.04127742776450141, "grad_norm": 0.7386431694030762, "learning_rate": 7.596123493895991e-07, "loss": 0.8293, "step": 95 }, { "epoch": 0.04171192700412774, "grad_norm": 0.7980239987373352, "learning_rate": 4.865965629214819e-07, "loss": 0.8131, "step": 96 }, { "epoch": 0.04214642624375407, "grad_norm": 0.6765995621681213, "learning_rate": 2.7390523158633554e-07, "loss": 0.7674, "step": 97 }, { "epoch": 0.042580925483380404, "grad_norm": 0.8706260919570923, "learning_rate": 1.2179748700879012e-07, "loss": 0.8537, "step": 98 }, { "epoch": 0.043015424723006734, "grad_norm": 0.7013819217681885, "learning_rate": 3.04586490452119e-08, "loss": 0.8367, "step": 99 }, { "epoch": 0.043015424723006734, "eval_loss": 0.4246019124984741, "eval_runtime": 937.3227, "eval_samples_per_second": 2.069, "eval_steps_per_second": 0.259, "step": 99 }, { "epoch": 0.043449923962633065, "grad_norm": 0.7123420834541321, "learning_rate": 0.0, "loss": 0.9134, "step": 100 } ], "logging_steps": 1, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.443914535501824e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }