jssky's picture
Training in progress, step 50, checkpoint
6fa28c0 verified
{
"best_metric": 3.3264994621276855,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.011518746760352474,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00023037493520704948,
"grad_norm": 24.02033805847168,
"learning_rate": 5e-05,
"loss": 92.4645,
"step": 1
},
{
"epoch": 0.00023037493520704948,
"eval_loss": 7.752479076385498,
"eval_runtime": 1004.5497,
"eval_samples_per_second": 29.111,
"eval_steps_per_second": 3.639,
"step": 1
},
{
"epoch": 0.00046074987041409897,
"grad_norm": 24.630556106567383,
"learning_rate": 0.0001,
"loss": 102.4691,
"step": 2
},
{
"epoch": 0.0006911248056211485,
"grad_norm": 26.35936737060547,
"learning_rate": 9.989294616193017e-05,
"loss": 110.7519,
"step": 3
},
{
"epoch": 0.0009214997408281979,
"grad_norm": 37.955142974853516,
"learning_rate": 9.957224306869053e-05,
"loss": 110.5107,
"step": 4
},
{
"epoch": 0.0011518746760352473,
"grad_norm": 49.227054595947266,
"learning_rate": 9.903926402016153e-05,
"loss": 102.3134,
"step": 5
},
{
"epoch": 0.001382249611242297,
"grad_norm": 58.47379684448242,
"learning_rate": 9.829629131445342e-05,
"loss": 97.825,
"step": 6
},
{
"epoch": 0.0016126245464493463,
"grad_norm": 59.28702926635742,
"learning_rate": 9.73465064747553e-05,
"loss": 81.4675,
"step": 7
},
{
"epoch": 0.0018429994816563959,
"grad_norm": 59.851619720458984,
"learning_rate": 9.619397662556435e-05,
"loss": 77.2976,
"step": 8
},
{
"epoch": 0.0020733744168634455,
"grad_norm": 83.16780853271484,
"learning_rate": 9.484363707663442e-05,
"loss": 77.2945,
"step": 9
},
{
"epoch": 0.0023037493520704946,
"grad_norm": 96.0419692993164,
"learning_rate": 9.330127018922194e-05,
"loss": 76.7964,
"step": 10
},
{
"epoch": 0.002534124287277544,
"grad_norm": 77.29739379882812,
"learning_rate": 9.157348061512727e-05,
"loss": 71.0099,
"step": 11
},
{
"epoch": 0.002764499222484594,
"grad_norm": 93.4258041381836,
"learning_rate": 8.966766701456177e-05,
"loss": 71.9024,
"step": 12
},
{
"epoch": 0.002994874157691643,
"grad_norm": 82.28678131103516,
"learning_rate": 8.759199037394887e-05,
"loss": 67.3061,
"step": 13
},
{
"epoch": 0.0032252490928986926,
"grad_norm": 113.76140594482422,
"learning_rate": 8.535533905932738e-05,
"loss": 65.2168,
"step": 14
},
{
"epoch": 0.003455624028105742,
"grad_norm": 89.61382293701172,
"learning_rate": 8.296729075500344e-05,
"loss": 65.1493,
"step": 15
},
{
"epoch": 0.0036859989633127917,
"grad_norm": 60.73603439331055,
"learning_rate": 8.043807145043604e-05,
"loss": 60.6442,
"step": 16
},
{
"epoch": 0.003916373898519841,
"grad_norm": 53.58428192138672,
"learning_rate": 7.777851165098012e-05,
"loss": 61.5109,
"step": 17
},
{
"epoch": 0.004146748833726891,
"grad_norm": 47.94493865966797,
"learning_rate": 7.500000000000001e-05,
"loss": 59.7813,
"step": 18
},
{
"epoch": 0.00437712376893394,
"grad_norm": 56.8787727355957,
"learning_rate": 7.211443451095007e-05,
"loss": 59.02,
"step": 19
},
{
"epoch": 0.004607498704140989,
"grad_norm": 58.95323944091797,
"learning_rate": 6.91341716182545e-05,
"loss": 63.1066,
"step": 20
},
{
"epoch": 0.004837873639348039,
"grad_norm": 63.07703399658203,
"learning_rate": 6.607197326515808e-05,
"loss": 61.5307,
"step": 21
},
{
"epoch": 0.005068248574555088,
"grad_norm": 57.97236633300781,
"learning_rate": 6.294095225512603e-05,
"loss": 61.2133,
"step": 22
},
{
"epoch": 0.005298623509762138,
"grad_norm": 225.619140625,
"learning_rate": 5.9754516100806423e-05,
"loss": 56.9318,
"step": 23
},
{
"epoch": 0.005528998444969188,
"grad_norm": 52.913509368896484,
"learning_rate": 5.6526309611002594e-05,
"loss": 60.2307,
"step": 24
},
{
"epoch": 0.005759373380176237,
"grad_norm": 81.08842468261719,
"learning_rate": 5.327015646150716e-05,
"loss": 56.4839,
"step": 25
},
{
"epoch": 0.005759373380176237,
"eval_loss": 3.751025676727295,
"eval_runtime": 1560.6937,
"eval_samples_per_second": 18.737,
"eval_steps_per_second": 2.343,
"step": 25
},
{
"epoch": 0.005989748315383286,
"grad_norm": 189.20632934570312,
"learning_rate": 5e-05,
"loss": 63.6113,
"step": 26
},
{
"epoch": 0.006220123250590336,
"grad_norm": 177.3588409423828,
"learning_rate": 4.6729843538492847e-05,
"loss": 62.7124,
"step": 27
},
{
"epoch": 0.006450498185797385,
"grad_norm": 135.85980224609375,
"learning_rate": 4.347369038899744e-05,
"loss": 62.7468,
"step": 28
},
{
"epoch": 0.006680873121004435,
"grad_norm": 84.16732788085938,
"learning_rate": 4.0245483899193595e-05,
"loss": 60.7165,
"step": 29
},
{
"epoch": 0.006911248056211484,
"grad_norm": 71.33744812011719,
"learning_rate": 3.705904774487396e-05,
"loss": 56.777,
"step": 30
},
{
"epoch": 0.0071416229914185335,
"grad_norm": 72.3608169555664,
"learning_rate": 3.392802673484193e-05,
"loss": 59.9207,
"step": 31
},
{
"epoch": 0.0073719979266255835,
"grad_norm": 66.34757232666016,
"learning_rate": 3.086582838174551e-05,
"loss": 52.6005,
"step": 32
},
{
"epoch": 0.007602372861832633,
"grad_norm": 71.25404357910156,
"learning_rate": 2.7885565489049946e-05,
"loss": 57.5288,
"step": 33
},
{
"epoch": 0.007832747797039682,
"grad_norm": 68.51131439208984,
"learning_rate": 2.500000000000001e-05,
"loss": 53.9669,
"step": 34
},
{
"epoch": 0.008063122732246731,
"grad_norm": 65.51441955566406,
"learning_rate": 2.2221488349019903e-05,
"loss": 55.8962,
"step": 35
},
{
"epoch": 0.008293497667453782,
"grad_norm": 60.33618927001953,
"learning_rate": 1.9561928549563968e-05,
"loss": 50.4908,
"step": 36
},
{
"epoch": 0.008523872602660831,
"grad_norm": 77.44511413574219,
"learning_rate": 1.703270924499656e-05,
"loss": 55.3199,
"step": 37
},
{
"epoch": 0.00875424753786788,
"grad_norm": 54.78342056274414,
"learning_rate": 1.4644660940672627e-05,
"loss": 53.1404,
"step": 38
},
{
"epoch": 0.00898462247307493,
"grad_norm": 83.0269775390625,
"learning_rate": 1.2408009626051137e-05,
"loss": 52.3299,
"step": 39
},
{
"epoch": 0.009214997408281978,
"grad_norm": 87.23737335205078,
"learning_rate": 1.0332332985438248e-05,
"loss": 52.0134,
"step": 40
},
{
"epoch": 0.009445372343489028,
"grad_norm": 75.3519515991211,
"learning_rate": 8.426519384872733e-06,
"loss": 53.1972,
"step": 41
},
{
"epoch": 0.009675747278696079,
"grad_norm": 61.294090270996094,
"learning_rate": 6.698729810778065e-06,
"loss": 48.7823,
"step": 42
},
{
"epoch": 0.009906122213903128,
"grad_norm": 63.34431076049805,
"learning_rate": 5.156362923365588e-06,
"loss": 53.6702,
"step": 43
},
{
"epoch": 0.010136497149110177,
"grad_norm": 44.3028678894043,
"learning_rate": 3.8060233744356633e-06,
"loss": 55.0122,
"step": 44
},
{
"epoch": 0.010366872084317226,
"grad_norm": 49.571224212646484,
"learning_rate": 2.653493525244721e-06,
"loss": 55.7552,
"step": 45
},
{
"epoch": 0.010597247019524275,
"grad_norm": 43.006446838378906,
"learning_rate": 1.70370868554659e-06,
"loss": 55.4966,
"step": 46
},
{
"epoch": 0.010827621954731326,
"grad_norm": 47.070701599121094,
"learning_rate": 9.607359798384785e-07,
"loss": 55.856,
"step": 47
},
{
"epoch": 0.011057996889938375,
"grad_norm": 48.78907012939453,
"learning_rate": 4.277569313094809e-07,
"loss": 52.8863,
"step": 48
},
{
"epoch": 0.011288371825145424,
"grad_norm": 59.8986701965332,
"learning_rate": 1.0705383806982606e-07,
"loss": 54.6934,
"step": 49
},
{
"epoch": 0.011518746760352474,
"grad_norm": 86.94013214111328,
"learning_rate": 0.0,
"loss": 55.1274,
"step": 50
},
{
"epoch": 0.011518746760352474,
"eval_loss": 3.3264994621276855,
"eval_runtime": 1140.7657,
"eval_samples_per_second": 25.635,
"eval_steps_per_second": 3.205,
"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": 5.262429617389568e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}