farmery's picture
Training in progress, step 50, checkpoint
516ca7b verified
{
"best_metric": 0.4202527701854706,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.3109211037699184,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.006218422075398368,
"grad_norm": 0.2913303077220917,
"learning_rate": 5e-05,
"loss": 0.475,
"step": 1
},
{
"epoch": 0.006218422075398368,
"eval_loss": 0.5045433640480042,
"eval_runtime": 0.5095,
"eval_samples_per_second": 98.132,
"eval_steps_per_second": 25.514,
"step": 1
},
{
"epoch": 0.012436844150796735,
"grad_norm": 0.38276663422584534,
"learning_rate": 0.0001,
"loss": 0.5375,
"step": 2
},
{
"epoch": 0.018655266226195105,
"grad_norm": 0.3404656946659088,
"learning_rate": 9.990365154573717e-05,
"loss": 0.5005,
"step": 3
},
{
"epoch": 0.02487368830159347,
"grad_norm": 0.3976130783557892,
"learning_rate": 9.961501876182148e-05,
"loss": 0.5058,
"step": 4
},
{
"epoch": 0.03109211037699184,
"grad_norm": 0.43010473251342773,
"learning_rate": 9.913533761814537e-05,
"loss": 0.4751,
"step": 5
},
{
"epoch": 0.03731053245239021,
"grad_norm": 0.3909026086330414,
"learning_rate": 9.846666218300807e-05,
"loss": 0.425,
"step": 6
},
{
"epoch": 0.04352895452778857,
"grad_norm": 0.4095744490623474,
"learning_rate": 9.761185582727977e-05,
"loss": 0.4334,
"step": 7
},
{
"epoch": 0.04974737660318694,
"grad_norm": 0.3364117443561554,
"learning_rate": 9.657457896300791e-05,
"loss": 0.4534,
"step": 8
},
{
"epoch": 0.05596579867858531,
"grad_norm": 0.38661929965019226,
"learning_rate": 9.535927336897098e-05,
"loss": 0.4428,
"step": 9
},
{
"epoch": 0.06218422075398368,
"grad_norm": 0.3577762246131897,
"learning_rate": 9.397114317029975e-05,
"loss": 0.4222,
"step": 10
},
{
"epoch": 0.06840264282938205,
"grad_norm": 0.38591301441192627,
"learning_rate": 9.241613255361455e-05,
"loss": 0.4726,
"step": 11
},
{
"epoch": 0.07462106490478042,
"grad_norm": 0.4137956500053406,
"learning_rate": 9.070090031310558e-05,
"loss": 0.4788,
"step": 12
},
{
"epoch": 0.08083948698017877,
"grad_norm": 0.34584131836891174,
"learning_rate": 8.883279133655399e-05,
"loss": 0.51,
"step": 13
},
{
"epoch": 0.08705790905557714,
"grad_norm": 0.34742724895477295,
"learning_rate": 8.681980515339464e-05,
"loss": 0.5087,
"step": 14
},
{
"epoch": 0.09327633113097551,
"grad_norm": 0.28792425990104675,
"learning_rate": 8.467056167950311e-05,
"loss": 0.5012,
"step": 15
},
{
"epoch": 0.09949475320637388,
"grad_norm": 0.27981409430503845,
"learning_rate": 8.239426430539243e-05,
"loss": 0.4516,
"step": 16
},
{
"epoch": 0.10571317528177225,
"grad_norm": 0.24301674962043762,
"learning_rate": 8.000066048588211e-05,
"loss": 0.434,
"step": 17
},
{
"epoch": 0.11193159735717062,
"grad_norm": 0.2562877833843231,
"learning_rate": 7.75e-05,
"loss": 0.434,
"step": 18
},
{
"epoch": 0.11815001943256899,
"grad_norm": 0.286357581615448,
"learning_rate": 7.490299105985507e-05,
"loss": 0.4251,
"step": 19
},
{
"epoch": 0.12436844150796736,
"grad_norm": 0.2870616614818573,
"learning_rate": 7.222075445642904e-05,
"loss": 0.43,
"step": 20
},
{
"epoch": 0.13058686358336571,
"grad_norm": 0.3156386613845825,
"learning_rate": 6.946477593864228e-05,
"loss": 0.3893,
"step": 21
},
{
"epoch": 0.1368052856587641,
"grad_norm": 0.3494302034378052,
"learning_rate": 6.664685702961344e-05,
"loss": 0.471,
"step": 22
},
{
"epoch": 0.14302370773416245,
"grad_norm": 0.3314909040927887,
"learning_rate": 6.377906449072578e-05,
"loss": 0.4718,
"step": 23
},
{
"epoch": 0.14924212980956084,
"grad_norm": 0.4106487035751343,
"learning_rate": 6.087367864990233e-05,
"loss": 0.471,
"step": 24
},
{
"epoch": 0.1554605518849592,
"grad_norm": 0.5664718151092529,
"learning_rate": 5.794314081535644e-05,
"loss": 0.4542,
"step": 25
},
{
"epoch": 0.1554605518849592,
"eval_loss": 0.4245748519897461,
"eval_runtime": 0.5058,
"eval_samples_per_second": 98.859,
"eval_steps_per_second": 25.703,
"step": 25
},
{
"epoch": 0.16167897396035755,
"grad_norm": 0.20568077266216278,
"learning_rate": 5.500000000000001e-05,
"loss": 0.4854,
"step": 26
},
{
"epoch": 0.16789739603575593,
"grad_norm": 0.231986865401268,
"learning_rate": 5.205685918464356e-05,
"loss": 0.472,
"step": 27
},
{
"epoch": 0.17411581811115429,
"grad_norm": 0.22924061119556427,
"learning_rate": 4.912632135009769e-05,
"loss": 0.4573,
"step": 28
},
{
"epoch": 0.18033424018655267,
"grad_norm": 0.26050734519958496,
"learning_rate": 4.6220935509274235e-05,
"loss": 0.4439,
"step": 29
},
{
"epoch": 0.18655266226195102,
"grad_norm": 0.2478851079940796,
"learning_rate": 4.3353142970386564e-05,
"loss": 0.464,
"step": 30
},
{
"epoch": 0.1927710843373494,
"grad_norm": 0.2619074285030365,
"learning_rate": 4.053522406135775e-05,
"loss": 0.4037,
"step": 31
},
{
"epoch": 0.19898950641274776,
"grad_norm": 0.2379845380783081,
"learning_rate": 3.777924554357096e-05,
"loss": 0.3882,
"step": 32
},
{
"epoch": 0.20520792848814615,
"grad_norm": 0.23740604519844055,
"learning_rate": 3.509700894014496e-05,
"loss": 0.4082,
"step": 33
},
{
"epoch": 0.2114263505635445,
"grad_norm": 0.2532176077365875,
"learning_rate": 3.250000000000001e-05,
"loss": 0.4227,
"step": 34
},
{
"epoch": 0.21764477263894286,
"grad_norm": 0.2832277715206146,
"learning_rate": 2.9999339514117912e-05,
"loss": 0.4474,
"step": 35
},
{
"epoch": 0.22386319471434124,
"grad_norm": 0.3031919598579407,
"learning_rate": 2.760573569460757e-05,
"loss": 0.4277,
"step": 36
},
{
"epoch": 0.2300816167897396,
"grad_norm": 0.35860636830329895,
"learning_rate": 2.53294383204969e-05,
"loss": 0.4453,
"step": 37
},
{
"epoch": 0.23630003886513798,
"grad_norm": 0.16608692705631256,
"learning_rate": 2.3180194846605367e-05,
"loss": 0.5265,
"step": 38
},
{
"epoch": 0.24251846094053633,
"grad_norm": 0.1570015847682953,
"learning_rate": 2.1167208663446025e-05,
"loss": 0.4632,
"step": 39
},
{
"epoch": 0.24873688301593472,
"grad_norm": 0.17254012823104858,
"learning_rate": 1.9299099686894423e-05,
"loss": 0.446,
"step": 40
},
{
"epoch": 0.2549553050913331,
"grad_norm": 0.1886199414730072,
"learning_rate": 1.758386744638546e-05,
"loss": 0.4512,
"step": 41
},
{
"epoch": 0.26117372716673143,
"grad_norm": 0.19815868139266968,
"learning_rate": 1.602885682970026e-05,
"loss": 0.4144,
"step": 42
},
{
"epoch": 0.2673921492421298,
"grad_norm": 0.2087705135345459,
"learning_rate": 1.464072663102903e-05,
"loss": 0.3708,
"step": 43
},
{
"epoch": 0.2736105713175282,
"grad_norm": 0.22395019233226776,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.4433,
"step": 44
},
{
"epoch": 0.27982899339292655,
"grad_norm": 0.23942124843597412,
"learning_rate": 1.2388144172720251e-05,
"loss": 0.417,
"step": 45
},
{
"epoch": 0.2860474154683249,
"grad_norm": 0.23817619681358337,
"learning_rate": 1.1533337816991932e-05,
"loss": 0.4103,
"step": 46
},
{
"epoch": 0.29226583754372326,
"grad_norm": 0.2759843170642853,
"learning_rate": 1.0864662381854632e-05,
"loss": 0.4418,
"step": 47
},
{
"epoch": 0.2984842596191217,
"grad_norm": 0.31546300649642944,
"learning_rate": 1.0384981238178534e-05,
"loss": 0.4751,
"step": 48
},
{
"epoch": 0.30470268169452003,
"grad_norm": 0.34774115681648254,
"learning_rate": 1.0096348454262845e-05,
"loss": 0.4728,
"step": 49
},
{
"epoch": 0.3109211037699184,
"grad_norm": 0.5190607905387878,
"learning_rate": 1e-05,
"loss": 0.5034,
"step": 50
},
{
"epoch": 0.3109211037699184,
"eval_loss": 0.4202527701854706,
"eval_runtime": 0.5035,
"eval_samples_per_second": 99.296,
"eval_steps_per_second": 25.817,
"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": 2.549622476111872e+16,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}