DeepDream2045's picture
Training in progress, step 50, checkpoint
4027079 verified
raw
history blame
10.2 kB
{
"best_metric": 0.6534409523010254,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.5983545250560958,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.011967090501121914,
"grad_norm": 11.746336936950684,
"learning_rate": 5e-05,
"loss": 4.3107,
"step": 1
},
{
"epoch": 0.011967090501121914,
"eval_loss": NaN,
"eval_runtime": 4.9307,
"eval_samples_per_second": 114.182,
"eval_steps_per_second": 14.399,
"step": 1
},
{
"epoch": 0.02393418100224383,
"grad_norm": 11.741243362426758,
"learning_rate": 0.0001,
"loss": 4.3254,
"step": 2
},
{
"epoch": 0.03590127150336574,
"grad_norm": 10.741928100585938,
"learning_rate": 9.989294616193017e-05,
"loss": 4.0354,
"step": 3
},
{
"epoch": 0.04786836200448766,
"grad_norm": 7.754953384399414,
"learning_rate": 9.957224306869053e-05,
"loss": 2.6626,
"step": 4
},
{
"epoch": 0.05983545250560957,
"grad_norm": 7.887713432312012,
"learning_rate": 9.903926402016153e-05,
"loss": 1.8429,
"step": 5
},
{
"epoch": 0.07180254300673149,
"grad_norm": 8.430523872375488,
"learning_rate": 9.829629131445342e-05,
"loss": 1.3845,
"step": 6
},
{
"epoch": 0.08376963350785341,
"grad_norm": 4.98731803894043,
"learning_rate": 9.73465064747553e-05,
"loss": 1.0405,
"step": 7
},
{
"epoch": 0.09573672400897532,
"grad_norm": 4.610218524932861,
"learning_rate": 9.619397662556435e-05,
"loss": 0.8455,
"step": 8
},
{
"epoch": 0.10770381451009724,
"grad_norm": 2.6115477085113525,
"learning_rate": 9.484363707663442e-05,
"loss": 0.7532,
"step": 9
},
{
"epoch": 0.11967090501121914,
"grad_norm": 4.972604751586914,
"learning_rate": 9.330127018922194e-05,
"loss": 0.7105,
"step": 10
},
{
"epoch": 0.13163799551234107,
"grad_norm": 3.9826550483703613,
"learning_rate": 9.157348061512727e-05,
"loss": 0.7128,
"step": 11
},
{
"epoch": 0.14360508601346297,
"grad_norm": 6.129772186279297,
"learning_rate": 8.966766701456177e-05,
"loss": 0.7158,
"step": 12
},
{
"epoch": 0.15557217651458488,
"grad_norm": 4.263116836547852,
"learning_rate": 8.759199037394887e-05,
"loss": 0.7414,
"step": 13
},
{
"epoch": 0.16753926701570682,
"grad_norm": 3.859707832336426,
"learning_rate": 8.535533905932738e-05,
"loss": 0.7533,
"step": 14
},
{
"epoch": 0.17950635751682872,
"grad_norm": 3.044384479522705,
"learning_rate": 8.296729075500344e-05,
"loss": 0.725,
"step": 15
},
{
"epoch": 0.19147344801795063,
"grad_norm": 1.5025105476379395,
"learning_rate": 8.043807145043604e-05,
"loss": 0.6679,
"step": 16
},
{
"epoch": 0.20344053851907254,
"grad_norm": 1.998008131980896,
"learning_rate": 7.777851165098012e-05,
"loss": 0.6668,
"step": 17
},
{
"epoch": 0.21540762902019447,
"grad_norm": 2.3586137294769287,
"learning_rate": 7.500000000000001e-05,
"loss": 0.6825,
"step": 18
},
{
"epoch": 0.22737471952131638,
"grad_norm": 1.0638742446899414,
"learning_rate": 7.211443451095007e-05,
"loss": 0.649,
"step": 19
},
{
"epoch": 0.2393418100224383,
"grad_norm": 1.374294638633728,
"learning_rate": 6.91341716182545e-05,
"loss": 0.6837,
"step": 20
},
{
"epoch": 0.2513089005235602,
"grad_norm": 1.2036421298980713,
"learning_rate": 6.607197326515808e-05,
"loss": 0.6681,
"step": 21
},
{
"epoch": 0.26327599102468213,
"grad_norm": 1.2960809469223022,
"learning_rate": 6.294095225512603e-05,
"loss": 0.6281,
"step": 22
},
{
"epoch": 0.275243081525804,
"grad_norm": 0.574422299861908,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.627,
"step": 23
},
{
"epoch": 0.28721017202692595,
"grad_norm": 0.6000377535820007,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.6426,
"step": 24
},
{
"epoch": 0.2991772625280479,
"grad_norm": 0.9646682143211365,
"learning_rate": 5.327015646150716e-05,
"loss": 0.6476,
"step": 25
},
{
"epoch": 0.2991772625280479,
"eval_loss": 0.6616689562797546,
"eval_runtime": 4.9314,
"eval_samples_per_second": 114.167,
"eval_steps_per_second": 14.398,
"step": 25
},
{
"epoch": 0.31114435302916976,
"grad_norm": 3.2467966079711914,
"learning_rate": 5e-05,
"loss": 0.7302,
"step": 26
},
{
"epoch": 0.3231114435302917,
"grad_norm": 2.911585807800293,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.6855,
"step": 27
},
{
"epoch": 0.33507853403141363,
"grad_norm": 1.2173607349395752,
"learning_rate": 4.347369038899744e-05,
"loss": 0.6575,
"step": 28
},
{
"epoch": 0.3470456245325355,
"grad_norm": 0.9109578728675842,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.6314,
"step": 29
},
{
"epoch": 0.35901271503365745,
"grad_norm": 2.12790584564209,
"learning_rate": 3.705904774487396e-05,
"loss": 0.6653,
"step": 30
},
{
"epoch": 0.3709798055347794,
"grad_norm": 1.9173645973205566,
"learning_rate": 3.392802673484193e-05,
"loss": 0.6826,
"step": 31
},
{
"epoch": 0.38294689603590126,
"grad_norm": 1.5864529609680176,
"learning_rate": 3.086582838174551e-05,
"loss": 0.6398,
"step": 32
},
{
"epoch": 0.3949139865370232,
"grad_norm": 0.49075672030448914,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.6084,
"step": 33
},
{
"epoch": 0.4068810770381451,
"grad_norm": 1.548568606376648,
"learning_rate": 2.500000000000001e-05,
"loss": 0.625,
"step": 34
},
{
"epoch": 0.418848167539267,
"grad_norm": 1.5237716436386108,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.6102,
"step": 35
},
{
"epoch": 0.43081525804038895,
"grad_norm": 1.6438311338424683,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.6662,
"step": 36
},
{
"epoch": 0.44278234854151083,
"grad_norm": 0.4927654564380646,
"learning_rate": 1.703270924499656e-05,
"loss": 0.6654,
"step": 37
},
{
"epoch": 0.45474943904263276,
"grad_norm": 1.176863670349121,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.6997,
"step": 38
},
{
"epoch": 0.4667165295437547,
"grad_norm": 1.7410774230957031,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.6752,
"step": 39
},
{
"epoch": 0.4786836200448766,
"grad_norm": 0.8015233874320984,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.6267,
"step": 40
},
{
"epoch": 0.4906507105459985,
"grad_norm": 0.6555165648460388,
"learning_rate": 8.426519384872733e-06,
"loss": 0.6412,
"step": 41
},
{
"epoch": 0.5026178010471204,
"grad_norm": 1.1170567274093628,
"learning_rate": 6.698729810778065e-06,
"loss": 0.6525,
"step": 42
},
{
"epoch": 0.5145848915482424,
"grad_norm": 0.7687378525733948,
"learning_rate": 5.156362923365588e-06,
"loss": 0.6476,
"step": 43
},
{
"epoch": 0.5265519820493643,
"grad_norm": 0.5519921183586121,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.6052,
"step": 44
},
{
"epoch": 0.5385190725504861,
"grad_norm": 1.3455817699432373,
"learning_rate": 2.653493525244721e-06,
"loss": 0.6142,
"step": 45
},
{
"epoch": 0.550486163051608,
"grad_norm": 1.2510255575180054,
"learning_rate": 1.70370868554659e-06,
"loss": 0.6408,
"step": 46
},
{
"epoch": 0.56245325355273,
"grad_norm": 1.7463011741638184,
"learning_rate": 9.607359798384785e-07,
"loss": 0.6705,
"step": 47
},
{
"epoch": 0.5744203440538519,
"grad_norm": 1.1176273822784424,
"learning_rate": 4.277569313094809e-07,
"loss": 0.5998,
"step": 48
},
{
"epoch": 0.5863874345549738,
"grad_norm": 1.4608560800552368,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.6772,
"step": 49
},
{
"epoch": 0.5983545250560958,
"grad_norm": 1.8109873533248901,
"learning_rate": 0.0,
"loss": 0.6619,
"step": 50
},
{
"epoch": 0.5983545250560958,
"eval_loss": 0.6534409523010254,
"eval_runtime": 5.1055,
"eval_samples_per_second": 110.274,
"eval_steps_per_second": 13.907,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 7.83042868150272e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}