dimasik1987's picture
Training in progress, step 75, checkpoint
bac20d7 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.009538647419795872,
"eval_steps": 25,
"global_step": 75,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0001271819655972783,
"grad_norm": 14.686725616455078,
"learning_rate": 3.3333333333333335e-05,
"loss": 5.7949,
"step": 1
},
{
"epoch": 0.0001271819655972783,
"eval_loss": 5.837724208831787,
"eval_runtime": 1012.7963,
"eval_samples_per_second": 6.538,
"eval_steps_per_second": 3.269,
"step": 1
},
{
"epoch": 0.0002543639311945566,
"grad_norm": 14.532427787780762,
"learning_rate": 6.666666666666667e-05,
"loss": 5.9049,
"step": 2
},
{
"epoch": 0.0003815458967918349,
"grad_norm": 14.580315589904785,
"learning_rate": 0.0001,
"loss": 5.5549,
"step": 3
},
{
"epoch": 0.0005087278623891132,
"grad_norm": 12.386919975280762,
"learning_rate": 9.99524110790929e-05,
"loss": 5.2155,
"step": 4
},
{
"epoch": 0.0006359098279863915,
"grad_norm": 8.52061939239502,
"learning_rate": 9.980973490458728e-05,
"loss": 3.5045,
"step": 5
},
{
"epoch": 0.0007630917935836698,
"grad_norm": 7.900720596313477,
"learning_rate": 9.957224306869053e-05,
"loss": 2.7008,
"step": 6
},
{
"epoch": 0.0008902737591809482,
"grad_norm": 8.71509838104248,
"learning_rate": 9.924038765061042e-05,
"loss": 2.4308,
"step": 7
},
{
"epoch": 0.0010174557247782264,
"grad_norm": 5.258134841918945,
"learning_rate": 9.881480035599667e-05,
"loss": 2.1263,
"step": 8
},
{
"epoch": 0.0011446376903755048,
"grad_norm": 5.729340076446533,
"learning_rate": 9.829629131445342e-05,
"loss": 2.1367,
"step": 9
},
{
"epoch": 0.001271819655972783,
"grad_norm": 7.960080623626709,
"learning_rate": 9.768584753741134e-05,
"loss": 2.0017,
"step": 10
},
{
"epoch": 0.0013990016215700615,
"grad_norm": 4.6670241355896,
"learning_rate": 9.698463103929542e-05,
"loss": 2.021,
"step": 11
},
{
"epoch": 0.0015261835871673397,
"grad_norm": 4.256051063537598,
"learning_rate": 9.619397662556435e-05,
"loss": 1.9393,
"step": 12
},
{
"epoch": 0.0016533655527646179,
"grad_norm": 6.798515319824219,
"learning_rate": 9.53153893518325e-05,
"loss": 1.8432,
"step": 13
},
{
"epoch": 0.0017805475183618963,
"grad_norm": 5.227590084075928,
"learning_rate": 9.435054165891109e-05,
"loss": 1.7585,
"step": 14
},
{
"epoch": 0.0019077294839591745,
"grad_norm": 4.927859306335449,
"learning_rate": 9.330127018922194e-05,
"loss": 1.8781,
"step": 15
},
{
"epoch": 0.0020349114495564528,
"grad_norm": 6.839364051818848,
"learning_rate": 9.21695722906443e-05,
"loss": 1.7892,
"step": 16
},
{
"epoch": 0.002162093415153731,
"grad_norm": 8.424290657043457,
"learning_rate": 9.09576022144496e-05,
"loss": 1.9716,
"step": 17
},
{
"epoch": 0.0022892753807510096,
"grad_norm": 3.870750904083252,
"learning_rate": 8.966766701456177e-05,
"loss": 1.734,
"step": 18
},
{
"epoch": 0.0024164573463482876,
"grad_norm": 3.9411606788635254,
"learning_rate": 8.83022221559489e-05,
"loss": 1.7441,
"step": 19
},
{
"epoch": 0.002543639311945566,
"grad_norm": 4.28488302230835,
"learning_rate": 8.68638668405062e-05,
"loss": 1.5066,
"step": 20
},
{
"epoch": 0.0026708212775428445,
"grad_norm": 2.7083420753479004,
"learning_rate": 8.535533905932738e-05,
"loss": 1.6947,
"step": 21
},
{
"epoch": 0.002798003243140123,
"grad_norm": 3.216218948364258,
"learning_rate": 8.377951038078302e-05,
"loss": 1.7181,
"step": 22
},
{
"epoch": 0.002925185208737401,
"grad_norm": 3.545102119445801,
"learning_rate": 8.213938048432697e-05,
"loss": 1.5627,
"step": 23
},
{
"epoch": 0.0030523671743346793,
"grad_norm": 5.308266639709473,
"learning_rate": 8.043807145043604e-05,
"loss": 1.81,
"step": 24
},
{
"epoch": 0.0031795491399319578,
"grad_norm": 2.468996286392212,
"learning_rate": 7.86788218175523e-05,
"loss": 1.6267,
"step": 25
},
{
"epoch": 0.0031795491399319578,
"eval_loss": 1.6478782892227173,
"eval_runtime": 1016.413,
"eval_samples_per_second": 6.515,
"eval_steps_per_second": 3.258,
"step": 25
},
{
"epoch": 0.0033067311055292358,
"grad_norm": 2.405796766281128,
"learning_rate": 7.68649804173412e-05,
"loss": 1.6712,
"step": 26
},
{
"epoch": 0.003433913071126514,
"grad_norm": 2.1344990730285645,
"learning_rate": 7.500000000000001e-05,
"loss": 1.657,
"step": 27
},
{
"epoch": 0.0035610950367237926,
"grad_norm": 3.931316375732422,
"learning_rate": 7.308743066175172e-05,
"loss": 1.7584,
"step": 28
},
{
"epoch": 0.003688277002321071,
"grad_norm": 2.662752628326416,
"learning_rate": 7.113091308703498e-05,
"loss": 1.605,
"step": 29
},
{
"epoch": 0.003815458967918349,
"grad_norm": 3.1903748512268066,
"learning_rate": 6.91341716182545e-05,
"loss": 1.6863,
"step": 30
},
{
"epoch": 0.0039426409335156275,
"grad_norm": 2.342129945755005,
"learning_rate": 6.710100716628344e-05,
"loss": 1.5341,
"step": 31
},
{
"epoch": 0.0040698228991129055,
"grad_norm": 2.9486243724823,
"learning_rate": 6.503528997521366e-05,
"loss": 1.6403,
"step": 32
},
{
"epoch": 0.004197004864710184,
"grad_norm": 2.807129383087158,
"learning_rate": 6.294095225512603e-05,
"loss": 1.6695,
"step": 33
},
{
"epoch": 0.004324186830307462,
"grad_norm": 2.300341844558716,
"learning_rate": 6.0821980696905146e-05,
"loss": 1.5375,
"step": 34
},
{
"epoch": 0.00445136879590474,
"grad_norm": 5.008623123168945,
"learning_rate": 5.868240888334653e-05,
"loss": 1.7217,
"step": 35
},
{
"epoch": 0.004578550761502019,
"grad_norm": 3.538121461868286,
"learning_rate": 5.6526309611002594e-05,
"loss": 1.6573,
"step": 36
},
{
"epoch": 0.004705732727099297,
"grad_norm": 2.3192837238311768,
"learning_rate": 5.435778713738292e-05,
"loss": 1.4853,
"step": 37
},
{
"epoch": 0.004832914692696575,
"grad_norm": 2.5325701236724854,
"learning_rate": 5.218096936826681e-05,
"loss": 1.5451,
"step": 38
},
{
"epoch": 0.004960096658293854,
"grad_norm": 2.0213067531585693,
"learning_rate": 5e-05,
"loss": 1.6081,
"step": 39
},
{
"epoch": 0.005087278623891132,
"grad_norm": 3.6637330055236816,
"learning_rate": 4.781903063173321e-05,
"loss": 1.7933,
"step": 40
},
{
"epoch": 0.005214460589488411,
"grad_norm": 2.7776637077331543,
"learning_rate": 4.564221286261709e-05,
"loss": 1.4603,
"step": 41
},
{
"epoch": 0.005341642555085689,
"grad_norm": 3.7768895626068115,
"learning_rate": 4.347369038899744e-05,
"loss": 1.6809,
"step": 42
},
{
"epoch": 0.005468824520682967,
"grad_norm": 3.5375547409057617,
"learning_rate": 4.131759111665349e-05,
"loss": 1.6731,
"step": 43
},
{
"epoch": 0.005596006486280246,
"grad_norm": 2.548534393310547,
"learning_rate": 3.917801930309486e-05,
"loss": 1.6962,
"step": 44
},
{
"epoch": 0.005723188451877524,
"grad_norm": 1.7797907590866089,
"learning_rate": 3.705904774487396e-05,
"loss": 1.6327,
"step": 45
},
{
"epoch": 0.005850370417474802,
"grad_norm": 1.6917822360992432,
"learning_rate": 3.4964710024786354e-05,
"loss": 1.543,
"step": 46
},
{
"epoch": 0.005977552383072081,
"grad_norm": 2.2675538063049316,
"learning_rate": 3.289899283371657e-05,
"loss": 1.6209,
"step": 47
},
{
"epoch": 0.006104734348669359,
"grad_norm": 1.9940866231918335,
"learning_rate": 3.086582838174551e-05,
"loss": 1.5505,
"step": 48
},
{
"epoch": 0.006231916314266637,
"grad_norm": 1.4850102663040161,
"learning_rate": 2.886908691296504e-05,
"loss": 1.6082,
"step": 49
},
{
"epoch": 0.0063590982798639156,
"grad_norm": 1.984756350517273,
"learning_rate": 2.6912569338248315e-05,
"loss": 1.6368,
"step": 50
},
{
"epoch": 0.0063590982798639156,
"eval_loss": 1.5464518070220947,
"eval_runtime": 1017.6554,
"eval_samples_per_second": 6.507,
"eval_steps_per_second": 3.254,
"step": 50
},
{
"epoch": 0.0064862802454611936,
"grad_norm": 2.5585479736328125,
"learning_rate": 2.500000000000001e-05,
"loss": 1.6511,
"step": 51
},
{
"epoch": 0.0066134622110584716,
"grad_norm": 3.03650164604187,
"learning_rate": 2.3135019582658802e-05,
"loss": 1.465,
"step": 52
},
{
"epoch": 0.00674064417665575,
"grad_norm": 2.079188108444214,
"learning_rate": 2.132117818244771e-05,
"loss": 1.5449,
"step": 53
},
{
"epoch": 0.006867826142253028,
"grad_norm": 2.6188244819641113,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.5621,
"step": 54
},
{
"epoch": 0.006995008107850306,
"grad_norm": 2.1260628700256348,
"learning_rate": 1.7860619515673033e-05,
"loss": 1.5848,
"step": 55
},
{
"epoch": 0.007122190073447585,
"grad_norm": 1.6332706212997437,
"learning_rate": 1.622048961921699e-05,
"loss": 1.5695,
"step": 56
},
{
"epoch": 0.007249372039044863,
"grad_norm": 2.4522626399993896,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.6052,
"step": 57
},
{
"epoch": 0.007376554004642142,
"grad_norm": 2.603383779525757,
"learning_rate": 1.3136133159493802e-05,
"loss": 1.6324,
"step": 58
},
{
"epoch": 0.00750373597023942,
"grad_norm": 2.176748752593994,
"learning_rate": 1.1697777844051105e-05,
"loss": 1.3584,
"step": 59
},
{
"epoch": 0.007630917935836698,
"grad_norm": 2.0545296669006348,
"learning_rate": 1.0332332985438248e-05,
"loss": 1.5658,
"step": 60
},
{
"epoch": 0.007758099901433977,
"grad_norm": 2.176485061645508,
"learning_rate": 9.042397785550405e-06,
"loss": 1.5229,
"step": 61
},
{
"epoch": 0.007885281867031255,
"grad_norm": 2.3088207244873047,
"learning_rate": 7.830427709355725e-06,
"loss": 1.4633,
"step": 62
},
{
"epoch": 0.008012463832628533,
"grad_norm": 3.608034372329712,
"learning_rate": 6.698729810778065e-06,
"loss": 1.6021,
"step": 63
},
{
"epoch": 0.008139645798225811,
"grad_norm": 1.7870920896530151,
"learning_rate": 5.649458341088915e-06,
"loss": 1.5331,
"step": 64
},
{
"epoch": 0.00826682776382309,
"grad_norm": 2.5201566219329834,
"learning_rate": 4.684610648167503e-06,
"loss": 1.5798,
"step": 65
},
{
"epoch": 0.008394009729420369,
"grad_norm": 3.3685851097106934,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.6904,
"step": 66
},
{
"epoch": 0.008521191695017647,
"grad_norm": 4.109929084777832,
"learning_rate": 3.0153689607045845e-06,
"loss": 1.6286,
"step": 67
},
{
"epoch": 0.008648373660614925,
"grad_norm": 3.135014533996582,
"learning_rate": 2.314152462588659e-06,
"loss": 1.5616,
"step": 68
},
{
"epoch": 0.008775555626212203,
"grad_norm": 2.6625030040740967,
"learning_rate": 1.70370868554659e-06,
"loss": 1.5772,
"step": 69
},
{
"epoch": 0.00890273759180948,
"grad_norm": 2.5769317150115967,
"learning_rate": 1.1851996440033319e-06,
"loss": 1.4481,
"step": 70
},
{
"epoch": 0.00902991955740676,
"grad_norm": 2.8375887870788574,
"learning_rate": 7.596123493895991e-07,
"loss": 1.6209,
"step": 71
},
{
"epoch": 0.009157101523004038,
"grad_norm": 2.410177707672119,
"learning_rate": 4.277569313094809e-07,
"loss": 1.6444,
"step": 72
},
{
"epoch": 0.009284283488601316,
"grad_norm": 2.377715826034546,
"learning_rate": 1.9026509541272275e-07,
"loss": 1.5977,
"step": 73
},
{
"epoch": 0.009411465454198594,
"grad_norm": 2.3886666297912598,
"learning_rate": 4.7588920907110094e-08,
"loss": 1.6901,
"step": 74
},
{
"epoch": 0.009538647419795872,
"grad_norm": 2.8022537231445312,
"learning_rate": 0.0,
"loss": 1.3744,
"step": 75
},
{
"epoch": 0.009538647419795872,
"eval_loss": 1.5396223068237305,
"eval_runtime": 1016.8842,
"eval_samples_per_second": 6.512,
"eval_steps_per_second": 3.256,
"step": 75
}
],
"logging_steps": 1,
"max_steps": 75,
"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": 3.01589487157248e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}