jssky's picture
Training in progress, step 50, checkpoint
1bd7e6a verified
{
"best_metric": 2.8744540214538574,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.03696345238645289,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0007392690477290579,
"grad_norm": 0.5833294987678528,
"learning_rate": 5e-05,
"loss": 3.1577,
"step": 1
},
{
"epoch": 0.0007392690477290579,
"eval_loss": 4.195895195007324,
"eval_runtime": 969.195,
"eval_samples_per_second": 9.403,
"eval_steps_per_second": 1.176,
"step": 1
},
{
"epoch": 0.0014785380954581157,
"grad_norm": 0.892480731010437,
"learning_rate": 0.0001,
"loss": 3.4383,
"step": 2
},
{
"epoch": 0.0022178071431871735,
"grad_norm": 0.5106385946273804,
"learning_rate": 9.989294616193017e-05,
"loss": 3.5461,
"step": 3
},
{
"epoch": 0.0029570761909162315,
"grad_norm": 0.7261525988578796,
"learning_rate": 9.957224306869053e-05,
"loss": 3.5415,
"step": 4
},
{
"epoch": 0.0036963452386452895,
"grad_norm": 0.9784935116767883,
"learning_rate": 9.903926402016153e-05,
"loss": 3.6274,
"step": 5
},
{
"epoch": 0.004435614286374347,
"grad_norm": 1.1571110486984253,
"learning_rate": 9.829629131445342e-05,
"loss": 3.609,
"step": 6
},
{
"epoch": 0.0051748833341034054,
"grad_norm": 1.2241264581680298,
"learning_rate": 9.73465064747553e-05,
"loss": 3.6862,
"step": 7
},
{
"epoch": 0.005914152381832463,
"grad_norm": 1.4280940294265747,
"learning_rate": 9.619397662556435e-05,
"loss": 3.6754,
"step": 8
},
{
"epoch": 0.006653421429561521,
"grad_norm": 1.5976660251617432,
"learning_rate": 9.484363707663442e-05,
"loss": 3.6256,
"step": 9
},
{
"epoch": 0.007392690477290579,
"grad_norm": 1.4110456705093384,
"learning_rate": 9.330127018922194e-05,
"loss": 3.6138,
"step": 10
},
{
"epoch": 0.008131959525019637,
"grad_norm": 1.5504977703094482,
"learning_rate": 9.157348061512727e-05,
"loss": 3.8511,
"step": 11
},
{
"epoch": 0.008871228572748694,
"grad_norm": 2.184483766555786,
"learning_rate": 8.966766701456177e-05,
"loss": 3.878,
"step": 12
},
{
"epoch": 0.009610497620477753,
"grad_norm": 0.938169002532959,
"learning_rate": 8.759199037394887e-05,
"loss": 2.7686,
"step": 13
},
{
"epoch": 0.010349766668206811,
"grad_norm": 0.9936007261276245,
"learning_rate": 8.535533905932738e-05,
"loss": 2.8706,
"step": 14
},
{
"epoch": 0.011089035715935868,
"grad_norm": 0.892974853515625,
"learning_rate": 8.296729075500344e-05,
"loss": 2.814,
"step": 15
},
{
"epoch": 0.011828304763664926,
"grad_norm": 0.5331243276596069,
"learning_rate": 8.043807145043604e-05,
"loss": 2.8764,
"step": 16
},
{
"epoch": 0.012567573811393984,
"grad_norm": 0.44186845421791077,
"learning_rate": 7.777851165098012e-05,
"loss": 2.9785,
"step": 17
},
{
"epoch": 0.013306842859123043,
"grad_norm": 0.5591869950294495,
"learning_rate": 7.500000000000001e-05,
"loss": 2.9373,
"step": 18
},
{
"epoch": 0.0140461119068521,
"grad_norm": 2.1058056354522705,
"learning_rate": 7.211443451095007e-05,
"loss": 2.925,
"step": 19
},
{
"epoch": 0.014785380954581158,
"grad_norm": 1.9208186864852905,
"learning_rate": 6.91341716182545e-05,
"loss": 3.053,
"step": 20
},
{
"epoch": 0.015524650002310215,
"grad_norm": 3.2802469730377197,
"learning_rate": 6.607197326515808e-05,
"loss": 3.1154,
"step": 21
},
{
"epoch": 0.016263919050039273,
"grad_norm": 2.129404306411743,
"learning_rate": 6.294095225512603e-05,
"loss": 3.1378,
"step": 22
},
{
"epoch": 0.01700318809776833,
"grad_norm": 2.14886212348938,
"learning_rate": 5.9754516100806423e-05,
"loss": 3.2828,
"step": 23
},
{
"epoch": 0.017742457145497388,
"grad_norm": 3.9402661323547363,
"learning_rate": 5.6526309611002594e-05,
"loss": 3.3309,
"step": 24
},
{
"epoch": 0.018481726193226446,
"grad_norm": 4.390961170196533,
"learning_rate": 5.327015646150716e-05,
"loss": 3.4106,
"step": 25
},
{
"epoch": 0.018481726193226446,
"eval_loss": 2.9548091888427734,
"eval_runtime": 968.7842,
"eval_samples_per_second": 9.407,
"eval_steps_per_second": 1.177,
"step": 25
},
{
"epoch": 0.019220995240955507,
"grad_norm": 1.4390382766723633,
"learning_rate": 5e-05,
"loss": 2.6398,
"step": 26
},
{
"epoch": 0.019960264288684564,
"grad_norm": 1.285017490386963,
"learning_rate": 4.6729843538492847e-05,
"loss": 2.6834,
"step": 27
},
{
"epoch": 0.020699533336413622,
"grad_norm": 0.7559266686439514,
"learning_rate": 4.347369038899744e-05,
"loss": 2.7456,
"step": 28
},
{
"epoch": 0.02143880238414268,
"grad_norm": 0.438568651676178,
"learning_rate": 4.0245483899193595e-05,
"loss": 2.7858,
"step": 29
},
{
"epoch": 0.022178071431871737,
"grad_norm": 0.36864879727363586,
"learning_rate": 3.705904774487396e-05,
"loss": 2.8327,
"step": 30
},
{
"epoch": 0.022917340479600794,
"grad_norm": 1.0010043382644653,
"learning_rate": 3.392802673484193e-05,
"loss": 2.8275,
"step": 31
},
{
"epoch": 0.023656609527329852,
"grad_norm": 1.105016827583313,
"learning_rate": 3.086582838174551e-05,
"loss": 2.8782,
"step": 32
},
{
"epoch": 0.02439587857505891,
"grad_norm": 0.4782523512840271,
"learning_rate": 2.7885565489049946e-05,
"loss": 2.9056,
"step": 33
},
{
"epoch": 0.025135147622787967,
"grad_norm": 0.6142726540565491,
"learning_rate": 2.500000000000001e-05,
"loss": 3.0591,
"step": 34
},
{
"epoch": 0.025874416670517025,
"grad_norm": 0.6701408624649048,
"learning_rate": 2.2221488349019903e-05,
"loss": 3.0697,
"step": 35
},
{
"epoch": 0.026613685718246086,
"grad_norm": 0.6728911399841309,
"learning_rate": 1.9561928549563968e-05,
"loss": 3.0663,
"step": 36
},
{
"epoch": 0.027352954765975143,
"grad_norm": 1.5853469371795654,
"learning_rate": 1.703270924499656e-05,
"loss": 3.1271,
"step": 37
},
{
"epoch": 0.0280922238137042,
"grad_norm": 0.5142918825149536,
"learning_rate": 1.4644660940672627e-05,
"loss": 2.5163,
"step": 38
},
{
"epoch": 0.02883149286143326,
"grad_norm": 0.5276281237602234,
"learning_rate": 1.2408009626051137e-05,
"loss": 2.6449,
"step": 39
},
{
"epoch": 0.029570761909162316,
"grad_norm": 0.5071715712547302,
"learning_rate": 1.0332332985438248e-05,
"loss": 2.6503,
"step": 40
},
{
"epoch": 0.030310030956891373,
"grad_norm": 0.4902350604534149,
"learning_rate": 8.426519384872733e-06,
"loss": 2.7115,
"step": 41
},
{
"epoch": 0.03104930000462043,
"grad_norm": 0.5433118939399719,
"learning_rate": 6.698729810778065e-06,
"loss": 2.7676,
"step": 42
},
{
"epoch": 0.03178856905234949,
"grad_norm": 0.44246047735214233,
"learning_rate": 5.156362923365588e-06,
"loss": 2.8322,
"step": 43
},
{
"epoch": 0.032527838100078546,
"grad_norm": 0.5774577856063843,
"learning_rate": 3.8060233744356633e-06,
"loss": 2.8249,
"step": 44
},
{
"epoch": 0.033267107147807604,
"grad_norm": 0.3766028583049774,
"learning_rate": 2.653493525244721e-06,
"loss": 2.9393,
"step": 45
},
{
"epoch": 0.03400637619553666,
"grad_norm": 0.5460787415504456,
"learning_rate": 1.70370868554659e-06,
"loss": 3.0283,
"step": 46
},
{
"epoch": 0.03474564524326572,
"grad_norm": 0.6633034944534302,
"learning_rate": 9.607359798384785e-07,
"loss": 2.9091,
"step": 47
},
{
"epoch": 0.035484914290994776,
"grad_norm": 0.7276972532272339,
"learning_rate": 4.277569313094809e-07,
"loss": 3.0902,
"step": 48
},
{
"epoch": 0.036224183338723834,
"grad_norm": 0.775564432144165,
"learning_rate": 1.0705383806982606e-07,
"loss": 3.1153,
"step": 49
},
{
"epoch": 0.03696345238645289,
"grad_norm": 2.0693697929382324,
"learning_rate": 0.0,
"loss": 3.2925,
"step": 50
},
{
"epoch": 0.03696345238645289,
"eval_loss": 2.8744540214538574,
"eval_runtime": 968.9207,
"eval_samples_per_second": 9.405,
"eval_steps_per_second": 1.177,
"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": 1.0228361536208896e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}