{ "best_metric": null, "best_model_checkpoint": null, "epoch": 13.0, "eval_steps": 500, "global_step": 130, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1, "grad_norm": 6.386161677293477, "learning_rate": 7.692307692307694e-07, "loss": 0.8232, "step": 1 }, { "epoch": 0.2, "grad_norm": 5.788862999926078, "learning_rate": 1.5384615384615387e-06, "loss": 0.7577, "step": 2 }, { "epoch": 0.3, "grad_norm": 6.089771869043863, "learning_rate": 2.307692307692308e-06, "loss": 0.8074, "step": 3 }, { "epoch": 0.4, "grad_norm": 5.530564848940156, "learning_rate": 3.0769230769230774e-06, "loss": 0.7735, "step": 4 }, { "epoch": 0.5, "grad_norm": 4.749387381550836, "learning_rate": 3.846153846153847e-06, "loss": 0.8007, "step": 5 }, { "epoch": 0.6, "grad_norm": 2.98694558209613, "learning_rate": 4.615384615384616e-06, "loss": 0.7435, "step": 6 }, { "epoch": 0.7, "grad_norm": 2.1084014505461224, "learning_rate": 5.384615384615385e-06, "loss": 0.7065, "step": 7 }, { "epoch": 0.8, "grad_norm": 3.116946691613287, "learning_rate": 6.153846153846155e-06, "loss": 0.7246, "step": 8 }, { "epoch": 0.9, "grad_norm": 3.9489227037720247, "learning_rate": 6.923076923076923e-06, "loss": 0.7353, "step": 9 }, { "epoch": 1.0, "grad_norm": 3.677012003463203, "learning_rate": 7.692307692307694e-06, "loss": 0.7193, "step": 10 }, { "epoch": 1.1, "grad_norm": 3.4372002699485944, "learning_rate": 8.461538461538462e-06, "loss": 0.6508, "step": 11 }, { "epoch": 1.2, "grad_norm": 3.1144442043719662, "learning_rate": 9.230769230769232e-06, "loss": 0.6456, "step": 12 }, { "epoch": 1.3, "grad_norm": 2.307984522281305, "learning_rate": 1e-05, "loss": 0.6362, "step": 13 }, { "epoch": 1.4, "grad_norm": 1.5290107382746236, "learning_rate": 9.998197638354428e-06, "loss": 0.6371, "step": 14 }, { "epoch": 1.5, "grad_norm": 1.697688730440158, "learning_rate": 9.992791852820709e-06, "loss": 0.6048, "step": 15 }, { "epoch": 1.6, "grad_norm": 1.5565398227671812, "learning_rate": 9.983786540671052e-06, "loss": 0.613, "step": 16 }, { "epoch": 1.7, "grad_norm": 1.3075427642560082, "learning_rate": 9.971188194237141e-06, "loss": 0.6121, "step": 17 }, { "epoch": 1.8, "grad_norm": 1.0269564943162095, "learning_rate": 9.955005896229543e-06, "loss": 0.6018, "step": 18 }, { "epoch": 1.9, "grad_norm": 1.0439040773392119, "learning_rate": 9.935251313189564e-06, "loss": 0.5703, "step": 19 }, { "epoch": 2.0, "grad_norm": 1.0170369861500186, "learning_rate": 9.911938687078324e-06, "loss": 0.5473, "step": 20 }, { "epoch": 2.1, "grad_norm": 0.7455651816973794, "learning_rate": 9.885084825009085e-06, "loss": 0.5125, "step": 21 }, { "epoch": 2.2, "grad_norm": 0.8944746570671356, "learning_rate": 9.854709087130261e-06, "loss": 0.5163, "step": 22 }, { "epoch": 2.3, "grad_norm": 0.803630123143971, "learning_rate": 9.820833372667813e-06, "loss": 0.5412, "step": 23 }, { "epoch": 2.4, "grad_norm": 0.632793706217569, "learning_rate": 9.783482104137127e-06, "loss": 0.5358, "step": 24 }, { "epoch": 2.5, "grad_norm": 0.7160848344412326, "learning_rate": 9.742682209735727e-06, "loss": 0.5214, "step": 25 }, { "epoch": 2.6, "grad_norm": 0.7951044982500916, "learning_rate": 9.698463103929542e-06, "loss": 0.5003, "step": 26 }, { "epoch": 2.7, "grad_norm": 0.7007069598148137, "learning_rate": 9.650856666246693e-06, "loss": 0.5117, "step": 27 }, { "epoch": 2.8, "grad_norm": 0.6140259827250877, "learning_rate": 9.599897218294122e-06, "loss": 0.486, "step": 28 }, { "epoch": 2.9, "grad_norm": 0.6656114536025003, "learning_rate": 9.54562149901362e-06, "loss": 0.4916, "step": 29 }, { "epoch": 3.0, "grad_norm": 0.6892716419036327, "learning_rate": 9.488068638195072e-06, "loss": 0.506, "step": 30 }, { "epoch": 3.1, "grad_norm": 0.7244884673532641, "learning_rate": 9.427280128266049e-06, "loss": 0.4912, "step": 31 }, { "epoch": 3.2, "grad_norm": 0.5426847683274364, "learning_rate": 9.363299794378072e-06, "loss": 0.4332, "step": 32 }, { "epoch": 3.3, "grad_norm": 0.5785685300456992, "learning_rate": 9.296173762811084e-06, "loss": 0.4303, "step": 33 }, { "epoch": 3.4, "grad_norm": 0.6153621619103451, "learning_rate": 9.225950427718974e-06, "loss": 0.4517, "step": 34 }, { "epoch": 3.5, "grad_norm": 0.6367398000548985, "learning_rate": 9.152680416240059e-06, "loss": 0.4478, "step": 35 }, { "epoch": 3.6, "grad_norm": 0.5427160630798059, "learning_rate": 9.076416551997721e-06, "loss": 0.4179, "step": 36 }, { "epoch": 3.7, "grad_norm": 0.5791551626727143, "learning_rate": 8.997213817017508e-06, "loss": 0.4134, "step": 37 }, { "epoch": 3.8, "grad_norm": 0.6274653571131423, "learning_rate": 8.915129312088112e-06, "loss": 0.441, "step": 38 }, { "epoch": 3.9, "grad_norm": 0.5514390937253335, "learning_rate": 8.83022221559489e-06, "loss": 0.4107, "step": 39 }, { "epoch": 4.0, "grad_norm": 0.6316582659631306, "learning_rate": 8.742553740855507e-06, "loss": 0.4468, "step": 40 }, { "epoch": 4.1, "grad_norm": 0.5479914139148436, "learning_rate": 8.652187091988516e-06, "loss": 0.392, "step": 41 }, { "epoch": 4.2, "grad_norm": 0.5841482883441135, "learning_rate": 8.559187418346703e-06, "loss": 0.3847, "step": 42 }, { "epoch": 4.3, "grad_norm": 0.48049170424730986, "learning_rate": 8.463621767547998e-06, "loss": 0.3692, "step": 43 }, { "epoch": 4.4, "grad_norm": 0.6382821765846853, "learning_rate": 8.36555903713785e-06, "loss": 0.3709, "step": 44 }, { "epoch": 4.5, "grad_norm": 0.5432285085480744, "learning_rate": 8.265069924917925e-06, "loss": 0.3901, "step": 45 }, { "epoch": 4.6, "grad_norm": 0.556019826799584, "learning_rate": 8.162226877976886e-06, "loss": 0.3559, "step": 46 }, { "epoch": 4.7, "grad_norm": 0.6307920959245049, "learning_rate": 8.057104040460062e-06, "loss": 0.3741, "step": 47 }, { "epoch": 4.8, "grad_norm": 0.5340433239758777, "learning_rate": 7.949777200115617e-06, "loss": 0.3604, "step": 48 }, { "epoch": 4.9, "grad_norm": 0.5436995835285903, "learning_rate": 7.84032373365578e-06, "loss": 0.3603, "step": 49 }, { "epoch": 5.0, "grad_norm": 0.5881925777832674, "learning_rate": 7.728822550972523e-06, "loss": 0.3532, "step": 50 }, { "epoch": 5.1, "grad_norm": 0.49189206693924803, "learning_rate": 7.615354038247889e-06, "loss": 0.3302, "step": 51 }, { "epoch": 5.2, "grad_norm": 0.46315657559951595, "learning_rate": 7.500000000000001e-06, "loss": 0.3092, "step": 52 }, { "epoch": 5.3, "grad_norm": 0.7851916742807717, "learning_rate": 7.382843600106539e-06, "loss": 0.3225, "step": 53 }, { "epoch": 5.4, "grad_norm": 0.49506852008578145, "learning_rate": 7.263969301848188e-06, "loss": 0.3023, "step": 54 }, { "epoch": 5.5, "grad_norm": 0.5345899008912007, "learning_rate": 7.143462807015271e-06, "loss": 0.3088, "step": 55 }, { "epoch": 5.6, "grad_norm": 0.4990114393805594, "learning_rate": 7.021410994121525e-06, "loss": 0.2849, "step": 56 }, { "epoch": 5.7, "grad_norm": 0.5476860773850676, "learning_rate": 6.897901855769483e-06, "loss": 0.3232, "step": 57 }, { "epoch": 5.8, "grad_norm": 0.5265711060859419, "learning_rate": 6.773024435212678e-06, "loss": 0.3193, "step": 58 }, { "epoch": 5.9, "grad_norm": 0.5105710927433839, "learning_rate": 6.646868762160399e-06, "loss": 0.2988, "step": 59 }, { "epoch": 6.0, "grad_norm": 0.5616629150774188, "learning_rate": 6.519525787871235e-06, "loss": 0.2897, "step": 60 }, { "epoch": 6.1, "grad_norm": 0.6372519651405034, "learning_rate": 6.391087319582264e-06, "loss": 0.2849, "step": 61 }, { "epoch": 6.2, "grad_norm": 0.5196816963211703, "learning_rate": 6.261645954321109e-06, "loss": 0.2475, "step": 62 }, { "epoch": 6.3, "grad_norm": 0.834610615369563, "learning_rate": 6.131295012148613e-06, "loss": 0.2566, "step": 63 }, { "epoch": 6.4, "grad_norm": 0.5721374328330264, "learning_rate": 6.000128468880223e-06, "loss": 0.2403, "step": 64 }, { "epoch": 6.5, "grad_norm": 0.5376236567732122, "learning_rate": 5.8682408883346535e-06, "loss": 0.2451, "step": 65 }, { "epoch": 6.6, "grad_norm": 0.5809480508904948, "learning_rate": 5.735727354158581e-06, "loss": 0.264, "step": 66 }, { "epoch": 6.7, "grad_norm": 0.5274059473129785, "learning_rate": 5.6026834012766155e-06, "loss": 0.2441, "step": 67 }, { "epoch": 6.8, "grad_norm": 0.5345433168955913, "learning_rate": 5.469204947015897e-06, "loss": 0.2461, "step": 68 }, { "epoch": 6.9, "grad_norm": 0.5222685205615564, "learning_rate": 5.335388221955012e-06, "loss": 0.2394, "step": 69 }, { "epoch": 7.0, "grad_norm": 0.5190654609353134, "learning_rate": 5.201329700547077e-06, "loss": 0.2288, "step": 70 }, { "epoch": 7.1, "grad_norm": 0.5838330491733378, "learning_rate": 5.067126031566988e-06, "loss": 0.2077, "step": 71 }, { "epoch": 7.2, "grad_norm": 0.5089602893209374, "learning_rate": 4.932873968433014e-06, "loss": 0.2105, "step": 72 }, { "epoch": 7.3, "grad_norm": 0.5070846588969402, "learning_rate": 4.798670299452926e-06, "loss": 0.2103, "step": 73 }, { "epoch": 7.4, "grad_norm": 0.6883031359270138, "learning_rate": 4.664611778044988e-06, "loss": 0.2018, "step": 74 }, { "epoch": 7.5, "grad_norm": 0.5239025704353519, "learning_rate": 4.530795052984104e-06, "loss": 0.2032, "step": 75 }, { "epoch": 7.6, "grad_norm": 0.5239130307793262, "learning_rate": 4.397316598723385e-06, "loss": 0.1925, "step": 76 }, { "epoch": 7.7, "grad_norm": 0.42493855494696026, "learning_rate": 4.264272645841419e-06, "loss": 0.1873, "step": 77 }, { "epoch": 7.8, "grad_norm": 0.4775651169983152, "learning_rate": 4.131759111665349e-06, "loss": 0.205, "step": 78 }, { "epoch": 7.9, "grad_norm": 0.5531392554272524, "learning_rate": 3.999871531119779e-06, "loss": 0.1824, "step": 79 }, { "epoch": 8.0, "grad_norm": 0.4437431227666663, "learning_rate": 3.86870498785139e-06, "loss": 0.1854, "step": 80 }, { "epoch": 8.1, "grad_norm": 0.48770248259764865, "learning_rate": 3.7383540456788915e-06, "loss": 0.1711, "step": 81 }, { "epoch": 8.2, "grad_norm": 0.46242554796567836, "learning_rate": 3.6089126804177373e-06, "loss": 0.1664, "step": 82 }, { "epoch": 8.3, "grad_norm": 0.5233044042522361, "learning_rate": 3.480474212128766e-06, "loss": 0.167, "step": 83 }, { "epoch": 8.4, "grad_norm": 0.443376133846697, "learning_rate": 3.3531312378396026e-06, "loss": 0.1495, "step": 84 }, { "epoch": 8.5, "grad_norm": 0.49486073217191295, "learning_rate": 3.226975564787322e-06, "loss": 0.1678, "step": 85 }, { "epoch": 8.6, "grad_norm": 0.43216776634060416, "learning_rate": 3.1020981442305187e-06, "loss": 0.1433, "step": 86 }, { "epoch": 8.7, "grad_norm": 0.46149119325242743, "learning_rate": 2.978589005878476e-06, "loss": 0.1463, "step": 87 }, { "epoch": 8.8, "grad_norm": 0.43503072543238425, "learning_rate": 2.8565371929847286e-06, "loss": 0.1433, "step": 88 }, { "epoch": 8.9, "grad_norm": 0.4733010195230542, "learning_rate": 2.736030698151815e-06, "loss": 0.1561, "step": 89 }, { "epoch": 9.0, "grad_norm": 0.4657865067556952, "learning_rate": 2.6171563998934605e-06, "loss": 0.1584, "step": 90 }, { "epoch": 9.1, "grad_norm": 0.6007397623854547, "learning_rate": 2.5000000000000015e-06, "loss": 0.1324, "step": 91 }, { "epoch": 9.2, "grad_norm": 0.4193969928262585, "learning_rate": 2.384645961752113e-06, "loss": 0.1301, "step": 92 }, { "epoch": 9.3, "grad_norm": 0.4458332069117744, "learning_rate": 2.2711774490274767e-06, "loss": 0.1196, "step": 93 }, { "epoch": 9.4, "grad_norm": 0.6050128721325025, "learning_rate": 2.159676266344222e-06, "loss": 0.1505, "step": 94 }, { "epoch": 9.5, "grad_norm": 0.5615260624763575, "learning_rate": 2.050222799884387e-06, "loss": 0.1294, "step": 95 }, { "epoch": 9.6, "grad_norm": 0.42708844812970337, "learning_rate": 1.942895959539939e-06, "loss": 0.119, "step": 96 }, { "epoch": 9.7, "grad_norm": 0.5230551382534893, "learning_rate": 1.8377731220231144e-06, "loss": 0.1311, "step": 97 }, { "epoch": 9.8, "grad_norm": 0.5165273700880167, "learning_rate": 1.7349300750820758e-06, "loss": 0.1258, "step": 98 }, { "epoch": 9.9, "grad_norm": 0.45249293196876417, "learning_rate": 1.6344409628621482e-06, "loss": 0.1213, "step": 99 }, { "epoch": 10.0, "grad_norm": 0.43209481821479434, "learning_rate": 1.5363782324520033e-06, "loss": 0.1164, "step": 100 }, { "epoch": 10.1, "grad_norm": 0.4279310862097852, "learning_rate": 1.4408125816532981e-06, "loss": 0.1156, "step": 101 }, { "epoch": 10.2, "grad_norm": 0.5022381366166877, "learning_rate": 1.347812908011485e-06, "loss": 0.1194, "step": 102 }, { "epoch": 10.3, "grad_norm": 0.4297307588471197, "learning_rate": 1.257446259144494e-06, "loss": 0.1075, "step": 103 }, { "epoch": 10.4, "grad_norm": 0.4627925195345167, "learning_rate": 1.1697777844051105e-06, "loss": 0.1174, "step": 104 }, { "epoch": 10.5, "grad_norm": 0.5354554790064636, "learning_rate": 1.0848706879118893e-06, "loss": 0.099, "step": 105 }, { "epoch": 10.6, "grad_norm": 0.424493294145761, "learning_rate": 1.0027861829824953e-06, "loss": 0.1006, "step": 106 }, { "epoch": 10.7, "grad_norm": 0.3826938814101227, "learning_rate": 9.235834480022788e-07, "loss": 0.1143, "step": 107 }, { "epoch": 10.8, "grad_norm": 0.439350861945064, "learning_rate": 8.473195837599419e-07, "loss": 0.1074, "step": 108 }, { "epoch": 10.9, "grad_norm": 0.4070012509892313, "learning_rate": 7.740495722810271e-07, "loss": 0.1044, "step": 109 }, { "epoch": 11.0, "grad_norm": 0.4061365640158113, "learning_rate": 7.03826237188916e-07, "loss": 0.1086, "step": 110 }, { "epoch": 11.1, "grad_norm": 0.41713574157716543, "learning_rate": 6.367002056219285e-07, "loss": 0.1062, "step": 111 }, { "epoch": 11.2, "grad_norm": 0.40116707546042335, "learning_rate": 5.727198717339511e-07, "loss": 0.1089, "step": 112 }, { "epoch": 11.3, "grad_norm": 0.37558887796710816, "learning_rate": 5.119313618049309e-07, "loss": 0.1039, "step": 113 }, { "epoch": 11.4, "grad_norm": 0.3773946018145813, "learning_rate": 4.54378500986381e-07, "loss": 0.1041, "step": 114 }, { "epoch": 11.5, "grad_norm": 0.3818729923747989, "learning_rate": 4.001027817058789e-07, "loss": 0.0968, "step": 115 }, { "epoch": 11.6, "grad_norm": 0.41531243956811437, "learning_rate": 3.49143333753309e-07, "loss": 0.0968, "step": 116 }, { "epoch": 11.7, "grad_norm": 0.41969496107916626, "learning_rate": 3.015368960704584e-07, "loss": 0.0912, "step": 117 }, { "epoch": 11.8, "grad_norm": 0.522155151859783, "learning_rate": 2.573177902642726e-07, "loss": 0.1023, "step": 118 }, { "epoch": 11.9, "grad_norm": 0.3825514360143708, "learning_rate": 2.1651789586287442e-07, "loss": 0.0958, "step": 119 }, { "epoch": 12.0, "grad_norm": 0.4004379053777073, "learning_rate": 1.7916662733218848e-07, "loss": 0.0884, "step": 120 }, { "epoch": 12.1, "grad_norm": 0.3479547459076913, "learning_rate": 1.4529091286973994e-07, "loss": 0.0954, "step": 121 }, { "epoch": 12.2, "grad_norm": 0.3553194553043943, "learning_rate": 1.1491517499091498e-07, "loss": 0.0958, "step": 122 }, { "epoch": 12.3, "grad_norm": 0.3524081827483391, "learning_rate": 8.80613129216762e-08, "loss": 0.0964, "step": 123 }, { "epoch": 12.4, "grad_norm": 0.3666981249678168, "learning_rate": 6.474868681043578e-08, "loss": 0.095, "step": 124 }, { "epoch": 12.5, "grad_norm": 0.3488860601634519, "learning_rate": 4.499410377045765e-08, "loss": 0.0929, "step": 125 }, { "epoch": 12.6, "grad_norm": 0.3330379072924316, "learning_rate": 2.8811805762860578e-08, "loss": 0.0966, "step": 126 }, { "epoch": 12.7, "grad_norm": 0.36599631260024057, "learning_rate": 1.6213459328950355e-08, "loss": 0.0936, "step": 127 }, { "epoch": 12.8, "grad_norm": 0.36249992824323646, "learning_rate": 7.2081471792911914e-09, "loss": 0.1011, "step": 128 }, { "epoch": 12.9, "grad_norm": 0.34083319122623174, "learning_rate": 1.8023616455731253e-09, "loss": 0.0922, "step": 129 }, { "epoch": 13.0, "grad_norm": 0.33065097672172516, "learning_rate": 0.0, "loss": 0.0941, "step": 130 }, { "epoch": 13.0, "step": 130, "total_flos": 8.494680528807526e+16, "train_loss": 0.3106696891096922, "train_runtime": 1872.4404, "train_samples_per_second": 2.194, "train_steps_per_second": 0.069 } ], "logging_steps": 1, "max_steps": 130, "num_input_tokens_seen": 0, "num_train_epochs": 13, "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": 8.494680528807526e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }