lesso03's picture
Training in progress, step 71, checkpoint
cd6f0e2 verified
raw
history blame
15.2 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.021276595744681,
"eval_steps": 6,
"global_step": 71,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0425531914893617,
"grad_norm": 5.459763526916504,
"learning_rate": 1e-05,
"loss": 4.2903,
"step": 1
},
{
"epoch": 0.0425531914893617,
"eval_loss": 3.471952438354492,
"eval_runtime": 2.7118,
"eval_samples_per_second": 7.375,
"eval_steps_per_second": 1.106,
"step": 1
},
{
"epoch": 0.0851063829787234,
"grad_norm": 3.917149782180786,
"learning_rate": 2e-05,
"loss": 3.617,
"step": 2
},
{
"epoch": 0.1276595744680851,
"grad_norm": 5.041039943695068,
"learning_rate": 3e-05,
"loss": 3.9153,
"step": 3
},
{
"epoch": 0.1702127659574468,
"grad_norm": 4.498298645019531,
"learning_rate": 4e-05,
"loss": 3.6484,
"step": 4
},
{
"epoch": 0.2127659574468085,
"grad_norm": 3.9339277744293213,
"learning_rate": 5e-05,
"loss": 3.4647,
"step": 5
},
{
"epoch": 0.2553191489361702,
"grad_norm": 4.748612880706787,
"learning_rate": 6e-05,
"loss": 3.8634,
"step": 6
},
{
"epoch": 0.2553191489361702,
"eval_loss": 3.3051764965057373,
"eval_runtime": 2.2411,
"eval_samples_per_second": 8.924,
"eval_steps_per_second": 1.339,
"step": 6
},
{
"epoch": 0.2978723404255319,
"grad_norm": 4.817142963409424,
"learning_rate": 7e-05,
"loss": 3.4771,
"step": 7
},
{
"epoch": 0.3404255319148936,
"grad_norm": 4.849077224731445,
"learning_rate": 8e-05,
"loss": 3.08,
"step": 8
},
{
"epoch": 0.3829787234042553,
"grad_norm": 5.077943801879883,
"learning_rate": 9e-05,
"loss": 3.2799,
"step": 9
},
{
"epoch": 0.425531914893617,
"grad_norm": 4.144843101501465,
"learning_rate": 0.0001,
"loss": 2.9178,
"step": 10
},
{
"epoch": 0.46808510638297873,
"grad_norm": 3.8266139030456543,
"learning_rate": 9.993370449424153e-05,
"loss": 2.9265,
"step": 11
},
{
"epoch": 0.5106382978723404,
"grad_norm": 4.5639238357543945,
"learning_rate": 9.973499378072945e-05,
"loss": 2.8173,
"step": 12
},
{
"epoch": 0.5106382978723404,
"eval_loss": 2.709813117980957,
"eval_runtime": 2.228,
"eval_samples_per_second": 8.977,
"eval_steps_per_second": 1.347,
"step": 12
},
{
"epoch": 0.5531914893617021,
"grad_norm": 5.040618419647217,
"learning_rate": 9.940439480455386e-05,
"loss": 3.014,
"step": 13
},
{
"epoch": 0.5957446808510638,
"grad_norm": 4.853224754333496,
"learning_rate": 9.89427842547679e-05,
"loss": 2.851,
"step": 14
},
{
"epoch": 0.6382978723404256,
"grad_norm": 5.146262168884277,
"learning_rate": 9.835138623956603e-05,
"loss": 2.4404,
"step": 15
},
{
"epoch": 0.6808510638297872,
"grad_norm": 4.046046733856201,
"learning_rate": 9.763176904016913e-05,
"loss": 2.7643,
"step": 16
},
{
"epoch": 0.723404255319149,
"grad_norm": 4.515383720397949,
"learning_rate": 9.678584095202468e-05,
"loss": 2.7987,
"step": 17
},
{
"epoch": 0.7659574468085106,
"grad_norm": 4.7599077224731445,
"learning_rate": 9.581584522435024e-05,
"loss": 2.6571,
"step": 18
},
{
"epoch": 0.7659574468085106,
"eval_loss": 2.4885013103485107,
"eval_runtime": 2.2337,
"eval_samples_per_second": 8.954,
"eval_steps_per_second": 1.343,
"step": 18
},
{
"epoch": 0.8085106382978723,
"grad_norm": 4.324161052703857,
"learning_rate": 9.472435411143978e-05,
"loss": 2.6702,
"step": 19
},
{
"epoch": 0.851063829787234,
"grad_norm": 4.819840431213379,
"learning_rate": 9.351426205150777e-05,
"loss": 2.6863,
"step": 20
},
{
"epoch": 0.8936170212765957,
"grad_norm": 4.657737731933594,
"learning_rate": 9.218877799115928e-05,
"loss": 2.8337,
"step": 21
},
{
"epoch": 0.9361702127659575,
"grad_norm": 4.485058784484863,
"learning_rate": 9.075141687584057e-05,
"loss": 2.5593,
"step": 22
},
{
"epoch": 0.9787234042553191,
"grad_norm": 4.627413272857666,
"learning_rate": 8.920599032883554e-05,
"loss": 2.3298,
"step": 23
},
{
"epoch": 1.0212765957446808,
"grad_norm": 6.626729965209961,
"learning_rate": 8.755659654352599e-05,
"loss": 3.4283,
"step": 24
},
{
"epoch": 1.0212765957446808,
"eval_loss": 2.3800294399261475,
"eval_runtime": 2.2309,
"eval_samples_per_second": 8.965,
"eval_steps_per_second": 1.345,
"step": 24
},
{
"epoch": 1.0638297872340425,
"grad_norm": 4.13759708404541,
"learning_rate": 8.580760941571967e-05,
"loss": 2.1707,
"step": 25
},
{
"epoch": 1.1063829787234043,
"grad_norm": 3.4080007076263428,
"learning_rate": 8.396366694486466e-05,
"loss": 1.9899,
"step": 26
},
{
"epoch": 1.148936170212766,
"grad_norm": 3.8221523761749268,
"learning_rate": 8.202965893490878e-05,
"loss": 2.1952,
"step": 27
},
{
"epoch": 1.1914893617021276,
"grad_norm": 3.4024007320404053,
"learning_rate": 8.001071402741842e-05,
"loss": 2.1681,
"step": 28
},
{
"epoch": 1.2340425531914894,
"grad_norm": 3.575551748275757,
"learning_rate": 7.791218610134323e-05,
"loss": 2.2188,
"step": 29
},
{
"epoch": 1.2765957446808511,
"grad_norm": 3.513150691986084,
"learning_rate": 7.573964007549155e-05,
"loss": 2.151,
"step": 30
},
{
"epoch": 1.2765957446808511,
"eval_loss": 2.3683934211730957,
"eval_runtime": 2.2274,
"eval_samples_per_second": 8.979,
"eval_steps_per_second": 1.347,
"step": 30
},
{
"epoch": 1.3191489361702127,
"grad_norm": 3.2805087566375732,
"learning_rate": 7.3498837151366e-05,
"loss": 1.9599,
"step": 31
},
{
"epoch": 1.3617021276595744,
"grad_norm": 4.179283142089844,
"learning_rate": 7.119571953549305e-05,
"loss": 2.0139,
"step": 32
},
{
"epoch": 1.4042553191489362,
"grad_norm": 3.9999680519104004,
"learning_rate": 6.883639468175927e-05,
"loss": 2.0877,
"step": 33
},
{
"epoch": 1.4468085106382977,
"grad_norm": 4.304896831512451,
"learning_rate": 6.642711909554174e-05,
"loss": 2.0309,
"step": 34
},
{
"epoch": 1.4893617021276595,
"grad_norm": 5.074006080627441,
"learning_rate": 6.397428174258047e-05,
"loss": 2.037,
"step": 35
},
{
"epoch": 1.5319148936170213,
"grad_norm": 4.077316761016846,
"learning_rate": 6.14843871065898e-05,
"loss": 2.4736,
"step": 36
},
{
"epoch": 1.5319148936170213,
"eval_loss": 2.3549792766571045,
"eval_runtime": 2.2311,
"eval_samples_per_second": 8.964,
"eval_steps_per_second": 1.345,
"step": 36
},
{
"epoch": 1.574468085106383,
"grad_norm": 3.5572543144226074,
"learning_rate": 5.896403794053679e-05,
"loss": 2.1472,
"step": 37
},
{
"epoch": 1.6170212765957448,
"grad_norm": 4.10029411315918,
"learning_rate": 5.6419917757327555e-05,
"loss": 1.8617,
"step": 38
},
{
"epoch": 1.6595744680851063,
"grad_norm": 4.42141580581665,
"learning_rate": 5.385877310633233e-05,
"loss": 2.1676,
"step": 39
},
{
"epoch": 1.702127659574468,
"grad_norm": 3.26680850982666,
"learning_rate": 5.128739568274944e-05,
"loss": 2.2175,
"step": 40
},
{
"epoch": 1.7446808510638299,
"grad_norm": 3.8512306213378906,
"learning_rate": 4.8712604317250576e-05,
"loss": 1.8992,
"step": 41
},
{
"epoch": 1.7872340425531914,
"grad_norm": 3.9825119972229004,
"learning_rate": 4.6141226893667684e-05,
"loss": 2.2559,
"step": 42
},
{
"epoch": 1.7872340425531914,
"eval_loss": 2.334648370742798,
"eval_runtime": 2.2287,
"eval_samples_per_second": 8.974,
"eval_steps_per_second": 1.346,
"step": 42
},
{
"epoch": 1.8297872340425532,
"grad_norm": 4.559070587158203,
"learning_rate": 4.358008224267245e-05,
"loss": 2.1762,
"step": 43
},
{
"epoch": 1.872340425531915,
"grad_norm": 4.338398456573486,
"learning_rate": 4.103596205946323e-05,
"loss": 2.2676,
"step": 44
},
{
"epoch": 1.9148936170212765,
"grad_norm": 4.255253314971924,
"learning_rate": 3.851561289341023e-05,
"loss": 1.8739,
"step": 45
},
{
"epoch": 1.9574468085106385,
"grad_norm": 4.928769588470459,
"learning_rate": 3.602571825741953e-05,
"loss": 2.1488,
"step": 46
},
{
"epoch": 2.0,
"grad_norm": 6.579207897186279,
"learning_rate": 3.357288090445827e-05,
"loss": 3.1568,
"step": 47
},
{
"epoch": 2.0425531914893615,
"grad_norm": 3.1918604373931885,
"learning_rate": 3.116360531824074e-05,
"loss": 1.7977,
"step": 48
},
{
"epoch": 2.0425531914893615,
"eval_loss": 2.301907539367676,
"eval_runtime": 2.2325,
"eval_samples_per_second": 8.959,
"eval_steps_per_second": 1.344,
"step": 48
},
{
"epoch": 2.0851063829787235,
"grad_norm": 3.817690134048462,
"learning_rate": 2.8804280464506973e-05,
"loss": 1.8944,
"step": 49
},
{
"epoch": 2.127659574468085,
"grad_norm": 3.952306032180786,
"learning_rate": 2.650116284863402e-05,
"loss": 1.7862,
"step": 50
},
{
"epoch": 2.1702127659574466,
"grad_norm": 3.1009395122528076,
"learning_rate": 2.426035992450848e-05,
"loss": 1.5236,
"step": 51
},
{
"epoch": 2.2127659574468086,
"grad_norm": 3.100109577178955,
"learning_rate": 2.2087813898656774e-05,
"loss": 1.7312,
"step": 52
},
{
"epoch": 2.25531914893617,
"grad_norm": 2.772387981414795,
"learning_rate": 1.9989285972581595e-05,
"loss": 1.8003,
"step": 53
},
{
"epoch": 2.297872340425532,
"grad_norm": 2.9776549339294434,
"learning_rate": 1.7970341065091245e-05,
"loss": 1.6636,
"step": 54
},
{
"epoch": 2.297872340425532,
"eval_loss": 2.307121753692627,
"eval_runtime": 2.2327,
"eval_samples_per_second": 8.958,
"eval_steps_per_second": 1.344,
"step": 54
},
{
"epoch": 2.3404255319148937,
"grad_norm": 2.711627960205078,
"learning_rate": 1.6036333055135344e-05,
"loss": 1.7249,
"step": 55
},
{
"epoch": 2.382978723404255,
"grad_norm": 2.998987913131714,
"learning_rate": 1.4192390584280346e-05,
"loss": 1.7655,
"step": 56
},
{
"epoch": 2.425531914893617,
"grad_norm": 3.725801706314087,
"learning_rate": 1.2443403456474017e-05,
"loss": 1.8057,
"step": 57
},
{
"epoch": 2.4680851063829787,
"grad_norm": 3.7398223876953125,
"learning_rate": 1.0794009671164484e-05,
"loss": 1.79,
"step": 58
},
{
"epoch": 2.5106382978723403,
"grad_norm": 2.811511993408203,
"learning_rate": 9.248583124159438e-06,
"loss": 1.7487,
"step": 59
},
{
"epoch": 2.5531914893617023,
"grad_norm": 3.29445219039917,
"learning_rate": 7.81122200884072e-06,
"loss": 1.617,
"step": 60
},
{
"epoch": 2.5531914893617023,
"eval_loss": 2.3166096210479736,
"eval_runtime": 2.2287,
"eval_samples_per_second": 8.974,
"eval_steps_per_second": 1.346,
"step": 60
},
{
"epoch": 2.595744680851064,
"grad_norm": 4.6789445877075195,
"learning_rate": 6.4857379484922375e-06,
"loss": 2.0944,
"step": 61
},
{
"epoch": 2.6382978723404253,
"grad_norm": 3.2288119792938232,
"learning_rate": 5.275645888560232e-06,
"loss": 1.6808,
"step": 62
},
{
"epoch": 2.6808510638297873,
"grad_norm": 4.059349536895752,
"learning_rate": 4.184154775649768e-06,
"loss": 2.0006,
"step": 63
},
{
"epoch": 2.723404255319149,
"grad_norm": 2.783024549484253,
"learning_rate": 3.2141590479753236e-06,
"loss": 1.7605,
"step": 64
},
{
"epoch": 2.7659574468085104,
"grad_norm": 3.785507917404175,
"learning_rate": 2.3682309598308747e-06,
"loss": 1.8019,
"step": 65
},
{
"epoch": 2.8085106382978724,
"grad_norm": 3.3201539516448975,
"learning_rate": 1.6486137604339813e-06,
"loss": 1.7181,
"step": 66
},
{
"epoch": 2.8085106382978724,
"eval_loss": 2.3182761669158936,
"eval_runtime": 2.2303,
"eval_samples_per_second": 8.967,
"eval_steps_per_second": 1.345,
"step": 66
},
{
"epoch": 2.851063829787234,
"grad_norm": 3.517794370651245,
"learning_rate": 1.0572157452321097e-06,
"loss": 1.4794,
"step": 67
},
{
"epoch": 2.8936170212765955,
"grad_norm": 3.758125066757202,
"learning_rate": 5.956051954461472e-07,
"loss": 1.526,
"step": 68
},
{
"epoch": 2.9361702127659575,
"grad_norm": 2.9481680393218994,
"learning_rate": 2.6500621927054715e-07,
"loss": 1.5486,
"step": 69
},
{
"epoch": 2.978723404255319,
"grad_norm": 3.1529266834259033,
"learning_rate": 6.629550575847354e-08,
"loss": 1.6324,
"step": 70
},
{
"epoch": 3.021276595744681,
"grad_norm": 5.245131492614746,
"learning_rate": 0.0,
"loss": 2.7132,
"step": 71
}
],
"logging_steps": 1,
"max_steps": 71,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 5.267399713279181e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}