lesso01's picture
Training in progress, step 100, checkpoint
54c3275 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.020751193193608634,
"eval_steps": 9,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00020751193193608634,
"grad_norm": 1.4039883613586426,
"learning_rate": 1e-05,
"loss": 2.1244,
"step": 1
},
{
"epoch": 0.00020751193193608634,
"eval_loss": 2.2763936519622803,
"eval_runtime": 237.6501,
"eval_samples_per_second": 17.076,
"eval_steps_per_second": 2.138,
"step": 1
},
{
"epoch": 0.0004150238638721727,
"grad_norm": 1.3511576652526855,
"learning_rate": 2e-05,
"loss": 2.3025,
"step": 2
},
{
"epoch": 0.0006225357958082589,
"grad_norm": 1.3691860437393188,
"learning_rate": 3e-05,
"loss": 2.0968,
"step": 3
},
{
"epoch": 0.0008300477277443454,
"grad_norm": 1.2978947162628174,
"learning_rate": 4e-05,
"loss": 1.891,
"step": 4
},
{
"epoch": 0.0010375596596804316,
"grad_norm": 1.3064836263656616,
"learning_rate": 5e-05,
"loss": 2.0951,
"step": 5
},
{
"epoch": 0.0012450715916165179,
"grad_norm": 1.510711431503296,
"learning_rate": 6e-05,
"loss": 2.1635,
"step": 6
},
{
"epoch": 0.0014525835235526042,
"grad_norm": 1.724186897277832,
"learning_rate": 7e-05,
"loss": 2.3924,
"step": 7
},
{
"epoch": 0.0016600954554886907,
"grad_norm": 1.3614786863327026,
"learning_rate": 8e-05,
"loss": 2.1578,
"step": 8
},
{
"epoch": 0.001867607387424777,
"grad_norm": 1.291449785232544,
"learning_rate": 9e-05,
"loss": 2.0637,
"step": 9
},
{
"epoch": 0.001867607387424777,
"eval_loss": 1.9984328746795654,
"eval_runtime": 236.7978,
"eval_samples_per_second": 17.137,
"eval_steps_per_second": 2.145,
"step": 9
},
{
"epoch": 0.002075119319360863,
"grad_norm": 1.0605844259262085,
"learning_rate": 0.0001,
"loss": 1.895,
"step": 10
},
{
"epoch": 0.0022826312512969496,
"grad_norm": 1.6267553567886353,
"learning_rate": 9.99695413509548e-05,
"loss": 2.0418,
"step": 11
},
{
"epoch": 0.0024901431832330357,
"grad_norm": 1.5893021821975708,
"learning_rate": 9.987820251299122e-05,
"loss": 1.9267,
"step": 12
},
{
"epoch": 0.0026976551151691223,
"grad_norm": 1.1723555326461792,
"learning_rate": 9.972609476841367e-05,
"loss": 1.8826,
"step": 13
},
{
"epoch": 0.0029051670471052084,
"grad_norm": 1.140472173690796,
"learning_rate": 9.951340343707852e-05,
"loss": 1.9261,
"step": 14
},
{
"epoch": 0.003112678979041295,
"grad_norm": 1.1380834579467773,
"learning_rate": 9.924038765061042e-05,
"loss": 1.8419,
"step": 15
},
{
"epoch": 0.0033201909109773814,
"grad_norm": 1.0181565284729004,
"learning_rate": 9.890738003669029e-05,
"loss": 1.7555,
"step": 16
},
{
"epoch": 0.0035277028429134675,
"grad_norm": 0.8560456037521362,
"learning_rate": 9.851478631379982e-05,
"loss": 1.7858,
"step": 17
},
{
"epoch": 0.003735214774849554,
"grad_norm": 1.1353284120559692,
"learning_rate": 9.806308479691595e-05,
"loss": 1.7424,
"step": 18
},
{
"epoch": 0.003735214774849554,
"eval_loss": 1.7517411708831787,
"eval_runtime": 236.5855,
"eval_samples_per_second": 17.152,
"eval_steps_per_second": 2.147,
"step": 18
},
{
"epoch": 0.00394272670678564,
"grad_norm": 1.1942611932754517,
"learning_rate": 9.755282581475769e-05,
"loss": 1.6209,
"step": 19
},
{
"epoch": 0.004150238638721726,
"grad_norm": 1.261995792388916,
"learning_rate": 9.698463103929542e-05,
"loss": 1.6995,
"step": 20
},
{
"epoch": 0.004357750570657813,
"grad_norm": 1.0118539333343506,
"learning_rate": 9.635919272833938e-05,
"loss": 1.698,
"step": 21
},
{
"epoch": 0.004565262502593899,
"grad_norm": 0.9871833920478821,
"learning_rate": 9.567727288213005e-05,
"loss": 1.7638,
"step": 22
},
{
"epoch": 0.004772774434529985,
"grad_norm": 1.1649303436279297,
"learning_rate": 9.493970231495835e-05,
"loss": 1.707,
"step": 23
},
{
"epoch": 0.0049802863664660715,
"grad_norm": 1.3631136417388916,
"learning_rate": 9.414737964294636e-05,
"loss": 1.9811,
"step": 24
},
{
"epoch": 0.005187798298402158,
"grad_norm": 1.030550479888916,
"learning_rate": 9.330127018922194e-05,
"loss": 1.7537,
"step": 25
},
{
"epoch": 0.0053953102303382445,
"grad_norm": 0.9769826531410217,
"learning_rate": 9.24024048078213e-05,
"loss": 1.6765,
"step": 26
},
{
"epoch": 0.005602822162274331,
"grad_norm": 0.9318863749504089,
"learning_rate": 9.145187862775209e-05,
"loss": 1.7317,
"step": 27
},
{
"epoch": 0.005602822162274331,
"eval_loss": 1.6895153522491455,
"eval_runtime": 236.6294,
"eval_samples_per_second": 17.149,
"eval_steps_per_second": 2.147,
"step": 27
},
{
"epoch": 0.005810334094210417,
"grad_norm": 0.8478034734725952,
"learning_rate": 9.045084971874738e-05,
"loss": 1.6692,
"step": 28
},
{
"epoch": 0.006017846026146504,
"grad_norm": 0.8709442019462585,
"learning_rate": 8.940053768033609e-05,
"loss": 1.7439,
"step": 29
},
{
"epoch": 0.00622535795808259,
"grad_norm": 1.0114762783050537,
"learning_rate": 8.83022221559489e-05,
"loss": 1.8279,
"step": 30
},
{
"epoch": 0.006432869890018676,
"grad_norm": 0.9320862293243408,
"learning_rate": 8.715724127386972e-05,
"loss": 1.6338,
"step": 31
},
{
"epoch": 0.006640381821954763,
"grad_norm": 1.1853289604187012,
"learning_rate": 8.596699001693255e-05,
"loss": 1.7087,
"step": 32
},
{
"epoch": 0.006847893753890849,
"grad_norm": 1.043468713760376,
"learning_rate": 8.473291852294987e-05,
"loss": 1.7378,
"step": 33
},
{
"epoch": 0.007055405685826935,
"grad_norm": 1.0408753156661987,
"learning_rate": 8.345653031794292e-05,
"loss": 1.667,
"step": 34
},
{
"epoch": 0.007262917617763021,
"grad_norm": 1.1300815343856812,
"learning_rate": 8.213938048432697e-05,
"loss": 1.7674,
"step": 35
},
{
"epoch": 0.007470429549699108,
"grad_norm": 0.8315098285675049,
"learning_rate": 8.07830737662829e-05,
"loss": 1.4602,
"step": 36
},
{
"epoch": 0.007470429549699108,
"eval_loss": 1.6478559970855713,
"eval_runtime": 236.6275,
"eval_samples_per_second": 17.149,
"eval_steps_per_second": 2.147,
"step": 36
},
{
"epoch": 0.007677941481635194,
"grad_norm": 0.8866711854934692,
"learning_rate": 7.938926261462366e-05,
"loss": 1.5759,
"step": 37
},
{
"epoch": 0.00788545341357128,
"grad_norm": 0.9419971108436584,
"learning_rate": 7.795964517353735e-05,
"loss": 1.7353,
"step": 38
},
{
"epoch": 0.008092965345507366,
"grad_norm": 0.9975749254226685,
"learning_rate": 7.649596321166024e-05,
"loss": 1.6594,
"step": 39
},
{
"epoch": 0.008300477277443452,
"grad_norm": 1.215224266052246,
"learning_rate": 7.500000000000001e-05,
"loss": 1.7351,
"step": 40
},
{
"epoch": 0.008507989209379539,
"grad_norm": 0.988749623298645,
"learning_rate": 7.347357813929454e-05,
"loss": 1.6431,
"step": 41
},
{
"epoch": 0.008715501141315626,
"grad_norm": 1.409287929534912,
"learning_rate": 7.191855733945387e-05,
"loss": 1.9033,
"step": 42
},
{
"epoch": 0.008923013073251712,
"grad_norm": 1.0360569953918457,
"learning_rate": 7.033683215379002e-05,
"loss": 1.5189,
"step": 43
},
{
"epoch": 0.009130525005187799,
"grad_norm": 1.1524792909622192,
"learning_rate": 6.873032967079561e-05,
"loss": 1.5597,
"step": 44
},
{
"epoch": 0.009338036937123885,
"grad_norm": 0.8985092639923096,
"learning_rate": 6.710100716628344e-05,
"loss": 1.5392,
"step": 45
},
{
"epoch": 0.009338036937123885,
"eval_loss": 1.6274610757827759,
"eval_runtime": 236.6209,
"eval_samples_per_second": 17.15,
"eval_steps_per_second": 2.147,
"step": 45
},
{
"epoch": 0.00954554886905997,
"grad_norm": 0.9461812376976013,
"learning_rate": 6.545084971874738e-05,
"loss": 1.801,
"step": 46
},
{
"epoch": 0.009753060800996057,
"grad_norm": 1.0675175189971924,
"learning_rate": 6.378186779084995e-05,
"loss": 1.6215,
"step": 47
},
{
"epoch": 0.009960572732932143,
"grad_norm": 0.9971215128898621,
"learning_rate": 6.209609477998338e-05,
"loss": 1.791,
"step": 48
},
{
"epoch": 0.01016808466486823,
"grad_norm": 0.9369943141937256,
"learning_rate": 6.0395584540887963e-05,
"loss": 1.5656,
"step": 49
},
{
"epoch": 0.010375596596804317,
"grad_norm": 1.0417509078979492,
"learning_rate": 5.868240888334653e-05,
"loss": 1.7613,
"step": 50
},
{
"epoch": 0.010583108528740403,
"grad_norm": 1.0997047424316406,
"learning_rate": 5.695865504800327e-05,
"loss": 1.5435,
"step": 51
},
{
"epoch": 0.010790620460676489,
"grad_norm": 0.8529770374298096,
"learning_rate": 5.522642316338268e-05,
"loss": 1.7494,
"step": 52
},
{
"epoch": 0.010998132392612575,
"grad_norm": 1.1557135581970215,
"learning_rate": 5.348782368720626e-05,
"loss": 1.6652,
"step": 53
},
{
"epoch": 0.011205644324548661,
"grad_norm": 0.973082959651947,
"learning_rate": 5.174497483512506e-05,
"loss": 1.6062,
"step": 54
},
{
"epoch": 0.011205644324548661,
"eval_loss": 1.616413950920105,
"eval_runtime": 236.5946,
"eval_samples_per_second": 17.152,
"eval_steps_per_second": 2.147,
"step": 54
},
{
"epoch": 0.011413156256484747,
"grad_norm": 0.811787486076355,
"learning_rate": 5e-05,
"loss": 1.5222,
"step": 55
},
{
"epoch": 0.011620668188420833,
"grad_norm": 1.0629674196243286,
"learning_rate": 4.825502516487497e-05,
"loss": 1.6022,
"step": 56
},
{
"epoch": 0.011828180120356921,
"grad_norm": 1.2176127433776855,
"learning_rate": 4.6512176312793736e-05,
"loss": 1.6937,
"step": 57
},
{
"epoch": 0.012035692052293007,
"grad_norm": 1.077357292175293,
"learning_rate": 4.477357683661734e-05,
"loss": 1.6371,
"step": 58
},
{
"epoch": 0.012243203984229093,
"grad_norm": 1.0355650186538696,
"learning_rate": 4.3041344951996746e-05,
"loss": 1.6118,
"step": 59
},
{
"epoch": 0.01245071591616518,
"grad_norm": 1.0891892910003662,
"learning_rate": 4.131759111665349e-05,
"loss": 1.6164,
"step": 60
},
{
"epoch": 0.012658227848101266,
"grad_norm": 0.7828339338302612,
"learning_rate": 3.960441545911204e-05,
"loss": 1.5463,
"step": 61
},
{
"epoch": 0.012865739780037352,
"grad_norm": 0.8645059466362,
"learning_rate": 3.790390522001662e-05,
"loss": 1.6327,
"step": 62
},
{
"epoch": 0.013073251711973438,
"grad_norm": 1.0416123867034912,
"learning_rate": 3.6218132209150045e-05,
"loss": 1.6092,
"step": 63
},
{
"epoch": 0.013073251711973438,
"eval_loss": 1.6092809438705444,
"eval_runtime": 236.5411,
"eval_samples_per_second": 17.156,
"eval_steps_per_second": 2.148,
"step": 63
},
{
"epoch": 0.013280763643909526,
"grad_norm": 1.1945778131484985,
"learning_rate": 3.4549150281252636e-05,
"loss": 1.7276,
"step": 64
},
{
"epoch": 0.013488275575845612,
"grad_norm": 0.8667076230049133,
"learning_rate": 3.289899283371657e-05,
"loss": 1.6485,
"step": 65
},
{
"epoch": 0.013695787507781698,
"grad_norm": 0.9858114719390869,
"learning_rate": 3.12696703292044e-05,
"loss": 1.5364,
"step": 66
},
{
"epoch": 0.013903299439717784,
"grad_norm": 0.9003591537475586,
"learning_rate": 2.9663167846209998e-05,
"loss": 1.4869,
"step": 67
},
{
"epoch": 0.01411081137165387,
"grad_norm": 0.9594292640686035,
"learning_rate": 2.8081442660546125e-05,
"loss": 1.7525,
"step": 68
},
{
"epoch": 0.014318323303589956,
"grad_norm": 0.7268180847167969,
"learning_rate": 2.6526421860705473e-05,
"loss": 1.59,
"step": 69
},
{
"epoch": 0.014525835235526042,
"grad_norm": 0.7998595833778381,
"learning_rate": 2.500000000000001e-05,
"loss": 1.7044,
"step": 70
},
{
"epoch": 0.014733347167462128,
"grad_norm": 0.9934815168380737,
"learning_rate": 2.350403678833976e-05,
"loss": 1.7302,
"step": 71
},
{
"epoch": 0.014940859099398216,
"grad_norm": 0.9405103921890259,
"learning_rate": 2.2040354826462668e-05,
"loss": 1.5256,
"step": 72
},
{
"epoch": 0.014940859099398216,
"eval_loss": 1.6017986536026,
"eval_runtime": 236.6572,
"eval_samples_per_second": 17.147,
"eval_steps_per_second": 2.147,
"step": 72
},
{
"epoch": 0.015148371031334302,
"grad_norm": 0.6856156587600708,
"learning_rate": 2.061073738537635e-05,
"loss": 1.6503,
"step": 73
},
{
"epoch": 0.015355882963270388,
"grad_norm": 0.773373007774353,
"learning_rate": 1.9216926233717085e-05,
"loss": 1.2891,
"step": 74
},
{
"epoch": 0.015563394895206474,
"grad_norm": 1.2244831323623657,
"learning_rate": 1.7860619515673033e-05,
"loss": 1.7002,
"step": 75
},
{
"epoch": 0.01577090682714256,
"grad_norm": 1.1597203016281128,
"learning_rate": 1.6543469682057106e-05,
"loss": 1.5769,
"step": 76
},
{
"epoch": 0.01597841875907865,
"grad_norm": 1.0011721849441528,
"learning_rate": 1.526708147705013e-05,
"loss": 1.6495,
"step": 77
},
{
"epoch": 0.016185930691014733,
"grad_norm": 0.9478533864021301,
"learning_rate": 1.4033009983067452e-05,
"loss": 1.5925,
"step": 78
},
{
"epoch": 0.01639344262295082,
"grad_norm": 0.9030246734619141,
"learning_rate": 1.2842758726130283e-05,
"loss": 1.344,
"step": 79
},
{
"epoch": 0.016600954554886905,
"grad_norm": 0.9802048802375793,
"learning_rate": 1.1697777844051105e-05,
"loss": 1.565,
"step": 80
},
{
"epoch": 0.016808466486822993,
"grad_norm": 0.9481618404388428,
"learning_rate": 1.0599462319663905e-05,
"loss": 1.5097,
"step": 81
},
{
"epoch": 0.016808466486822993,
"eval_loss": 1.5992255210876465,
"eval_runtime": 236.6548,
"eval_samples_per_second": 17.147,
"eval_steps_per_second": 2.147,
"step": 81
},
{
"epoch": 0.017015978418759077,
"grad_norm": 0.9746353626251221,
"learning_rate": 9.549150281252633e-06,
"loss": 1.6898,
"step": 82
},
{
"epoch": 0.017223490350695165,
"grad_norm": 0.8424410223960876,
"learning_rate": 8.548121372247918e-06,
"loss": 1.635,
"step": 83
},
{
"epoch": 0.017431002282631253,
"grad_norm": 0.9099277257919312,
"learning_rate": 7.597595192178702e-06,
"loss": 1.6312,
"step": 84
},
{
"epoch": 0.017638514214567337,
"grad_norm": 1.0718952417373657,
"learning_rate": 6.698729810778065e-06,
"loss": 1.4818,
"step": 85
},
{
"epoch": 0.017846026146503425,
"grad_norm": 0.802363932132721,
"learning_rate": 5.852620357053651e-06,
"loss": 1.0126,
"step": 86
},
{
"epoch": 0.01805353807843951,
"grad_norm": 0.9490446448326111,
"learning_rate": 5.060297685041659e-06,
"loss": 1.5363,
"step": 87
},
{
"epoch": 0.018261050010375597,
"grad_norm": 1.1205114126205444,
"learning_rate": 4.322727117869951e-06,
"loss": 1.6728,
"step": 88
},
{
"epoch": 0.01846856194231168,
"grad_norm": 0.920365035533905,
"learning_rate": 3.6408072716606346e-06,
"loss": 1.4411,
"step": 89
},
{
"epoch": 0.01867607387424777,
"grad_norm": 1.0277124643325806,
"learning_rate": 3.0153689607045845e-06,
"loss": 1.6717,
"step": 90
},
{
"epoch": 0.01867607387424777,
"eval_loss": 1.5978589057922363,
"eval_runtime": 236.7157,
"eval_samples_per_second": 17.143,
"eval_steps_per_second": 2.146,
"step": 90
},
{
"epoch": 0.018883585806183857,
"grad_norm": 0.8812714219093323,
"learning_rate": 2.4471741852423237e-06,
"loss": 1.5921,
"step": 91
},
{
"epoch": 0.01909109773811994,
"grad_norm": 0.7979960441589355,
"learning_rate": 1.9369152030840556e-06,
"loss": 1.548,
"step": 92
},
{
"epoch": 0.01929860967005603,
"grad_norm": 0.9867696166038513,
"learning_rate": 1.4852136862001764e-06,
"loss": 1.5016,
"step": 93
},
{
"epoch": 0.019506121601992114,
"grad_norm": 1.1134464740753174,
"learning_rate": 1.0926199633097157e-06,
"loss": 1.4178,
"step": 94
},
{
"epoch": 0.0197136335339282,
"grad_norm": 0.9245745539665222,
"learning_rate": 7.596123493895991e-07,
"loss": 1.5979,
"step": 95
},
{
"epoch": 0.019921145465864286,
"grad_norm": 0.90775066614151,
"learning_rate": 4.865965629214819e-07,
"loss": 1.4747,
"step": 96
},
{
"epoch": 0.020128657397800374,
"grad_norm": 0.845889151096344,
"learning_rate": 2.7390523158633554e-07,
"loss": 1.4275,
"step": 97
},
{
"epoch": 0.02033616932973646,
"grad_norm": 1.0823585987091064,
"learning_rate": 1.2179748700879012e-07,
"loss": 1.5404,
"step": 98
},
{
"epoch": 0.020543681261672546,
"grad_norm": 0.9024697542190552,
"learning_rate": 3.04586490452119e-08,
"loss": 1.7078,
"step": 99
},
{
"epoch": 0.020543681261672546,
"eval_loss": 1.5974575281143188,
"eval_runtime": 236.5477,
"eval_samples_per_second": 17.155,
"eval_steps_per_second": 2.148,
"step": 99
},
{
"epoch": 0.020751193193608634,
"grad_norm": 1.1790575981140137,
"learning_rate": 0.0,
"loss": 1.6402,
"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": 8.19785448334295e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}