dada22231's picture
Training in progress, step 50, checkpoint
fd191f6 verified
{
"best_metric": 0.36945176124572754,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.16263468184590363,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0032526936369180726,
"grad_norm": 26.336450576782227,
"learning_rate": 5e-05,
"loss": 9.0581,
"step": 1
},
{
"epoch": 0.0032526936369180726,
"eval_loss": 9.123590469360352,
"eval_runtime": 1.4799,
"eval_samples_per_second": 33.787,
"eval_steps_per_second": 8.785,
"step": 1
},
{
"epoch": 0.006505387273836145,
"grad_norm": 26.824033737182617,
"learning_rate": 0.0001,
"loss": 9.0362,
"step": 2
},
{
"epoch": 0.00975808091075422,
"grad_norm": 23.17852020263672,
"learning_rate": 9.990365154573717e-05,
"loss": 8.1441,
"step": 3
},
{
"epoch": 0.01301077454767229,
"grad_norm": 15.278055191040039,
"learning_rate": 9.961501876182148e-05,
"loss": 5.2184,
"step": 4
},
{
"epoch": 0.016263468184590364,
"grad_norm": 11.492183685302734,
"learning_rate": 9.913533761814537e-05,
"loss": 3.9312,
"step": 5
},
{
"epoch": 0.01951616182150844,
"grad_norm": 12.07217788696289,
"learning_rate": 9.846666218300807e-05,
"loss": 2.8775,
"step": 6
},
{
"epoch": 0.02276885545842651,
"grad_norm": 11.371002197265625,
"learning_rate": 9.761185582727977e-05,
"loss": 1.8724,
"step": 7
},
{
"epoch": 0.02602154909534458,
"grad_norm": 8.905228614807129,
"learning_rate": 9.657457896300791e-05,
"loss": 1.1029,
"step": 8
},
{
"epoch": 0.029274242732262656,
"grad_norm": 8.547820091247559,
"learning_rate": 9.535927336897098e-05,
"loss": 0.6571,
"step": 9
},
{
"epoch": 0.03252693636918073,
"grad_norm": 11.54881477355957,
"learning_rate": 9.397114317029975e-05,
"loss": 0.6135,
"step": 10
},
{
"epoch": 0.0357796300060988,
"grad_norm": 4.279499053955078,
"learning_rate": 9.241613255361455e-05,
"loss": 0.4434,
"step": 11
},
{
"epoch": 0.03903232364301688,
"grad_norm": 5.570874214172363,
"learning_rate": 9.070090031310558e-05,
"loss": 0.439,
"step": 12
},
{
"epoch": 0.042285017279934944,
"grad_norm": 5.5681843757629395,
"learning_rate": 8.883279133655399e-05,
"loss": 0.4204,
"step": 13
},
{
"epoch": 0.04553771091685302,
"grad_norm": 2.0453896522521973,
"learning_rate": 8.681980515339464e-05,
"loss": 0.3679,
"step": 14
},
{
"epoch": 0.048790404553771094,
"grad_norm": 5.847940921783447,
"learning_rate": 8.467056167950311e-05,
"loss": 0.4333,
"step": 15
},
{
"epoch": 0.05204309819068916,
"grad_norm": 7.754000663757324,
"learning_rate": 8.239426430539243e-05,
"loss": 0.5244,
"step": 16
},
{
"epoch": 0.05529579182760724,
"grad_norm": 6.063351154327393,
"learning_rate": 8.000066048588211e-05,
"loss": 0.4551,
"step": 17
},
{
"epoch": 0.05854848546452531,
"grad_norm": 3.6564249992370605,
"learning_rate": 7.75e-05,
"loss": 0.3922,
"step": 18
},
{
"epoch": 0.061801179101443386,
"grad_norm": 4.903731346130371,
"learning_rate": 7.490299105985507e-05,
"loss": 0.4288,
"step": 19
},
{
"epoch": 0.06505387273836145,
"grad_norm": 5.632251262664795,
"learning_rate": 7.222075445642904e-05,
"loss": 0.4817,
"step": 20
},
{
"epoch": 0.06830656637527953,
"grad_norm": 5.78528356552124,
"learning_rate": 6.946477593864228e-05,
"loss": 0.4657,
"step": 21
},
{
"epoch": 0.0715592600121976,
"grad_norm": 3.3132612705230713,
"learning_rate": 6.664685702961344e-05,
"loss": 0.3785,
"step": 22
},
{
"epoch": 0.07481195364911568,
"grad_norm": 2.9017672538757324,
"learning_rate": 6.377906449072578e-05,
"loss": 0.3931,
"step": 23
},
{
"epoch": 0.07806464728603375,
"grad_norm": 2.158385992050171,
"learning_rate": 6.087367864990233e-05,
"loss": 0.3776,
"step": 24
},
{
"epoch": 0.08131734092295181,
"grad_norm": 5.685708045959473,
"learning_rate": 5.794314081535644e-05,
"loss": 0.4381,
"step": 25
},
{
"epoch": 0.08131734092295181,
"eval_loss": 0.4012819528579712,
"eval_runtime": 0.9585,
"eval_samples_per_second": 52.165,
"eval_steps_per_second": 13.563,
"step": 25
},
{
"epoch": 0.08457003455986989,
"grad_norm": 1.9013361930847168,
"learning_rate": 5.500000000000001e-05,
"loss": 0.3487,
"step": 26
},
{
"epoch": 0.08782272819678796,
"grad_norm": 1.1355395317077637,
"learning_rate": 5.205685918464356e-05,
"loss": 0.3625,
"step": 27
},
{
"epoch": 0.09107542183370604,
"grad_norm": 1.7093337774276733,
"learning_rate": 4.912632135009769e-05,
"loss": 0.3684,
"step": 28
},
{
"epoch": 0.09432811547062411,
"grad_norm": 2.666853427886963,
"learning_rate": 4.6220935509274235e-05,
"loss": 0.4088,
"step": 29
},
{
"epoch": 0.09758080910754219,
"grad_norm": 3.9227817058563232,
"learning_rate": 4.3353142970386564e-05,
"loss": 0.3787,
"step": 30
},
{
"epoch": 0.10083350274446026,
"grad_norm": 2.1414694786071777,
"learning_rate": 4.053522406135775e-05,
"loss": 0.3545,
"step": 31
},
{
"epoch": 0.10408619638137832,
"grad_norm": 2.217756986618042,
"learning_rate": 3.777924554357096e-05,
"loss": 0.3893,
"step": 32
},
{
"epoch": 0.1073388900182964,
"grad_norm": 1.2464871406555176,
"learning_rate": 3.509700894014496e-05,
"loss": 0.3589,
"step": 33
},
{
"epoch": 0.11059158365521447,
"grad_norm": 2.3798458576202393,
"learning_rate": 3.250000000000001e-05,
"loss": 0.3977,
"step": 34
},
{
"epoch": 0.11384427729213255,
"grad_norm": 0.625939667224884,
"learning_rate": 2.9999339514117912e-05,
"loss": 0.3654,
"step": 35
},
{
"epoch": 0.11709697092905062,
"grad_norm": 1.7202353477478027,
"learning_rate": 2.760573569460757e-05,
"loss": 0.3876,
"step": 36
},
{
"epoch": 0.1203496645659687,
"grad_norm": 3.1904664039611816,
"learning_rate": 2.53294383204969e-05,
"loss": 0.3818,
"step": 37
},
{
"epoch": 0.12360235820288677,
"grad_norm": 2.18723201751709,
"learning_rate": 2.3180194846605367e-05,
"loss": 0.4145,
"step": 38
},
{
"epoch": 0.12685505183980483,
"grad_norm": 5.541439533233643,
"learning_rate": 2.1167208663446025e-05,
"loss": 0.4644,
"step": 39
},
{
"epoch": 0.1301077454767229,
"grad_norm": 5.606419563293457,
"learning_rate": 1.9299099686894423e-05,
"loss": 0.4775,
"step": 40
},
{
"epoch": 0.13336043911364098,
"grad_norm": 3.325843095779419,
"learning_rate": 1.758386744638546e-05,
"loss": 0.4146,
"step": 41
},
{
"epoch": 0.13661313275055906,
"grad_norm": 2.5272328853607178,
"learning_rate": 1.602885682970026e-05,
"loss": 0.3798,
"step": 42
},
{
"epoch": 0.13986582638747713,
"grad_norm": 0.6817333102226257,
"learning_rate": 1.464072663102903e-05,
"loss": 0.3452,
"step": 43
},
{
"epoch": 0.1431185200243952,
"grad_norm": 0.49600663781166077,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.3539,
"step": 44
},
{
"epoch": 0.14637121366131328,
"grad_norm": 1.7873883247375488,
"learning_rate": 1.2388144172720251e-05,
"loss": 0.3806,
"step": 45
},
{
"epoch": 0.14962390729823136,
"grad_norm": 2.138842821121216,
"learning_rate": 1.1533337816991932e-05,
"loss": 0.3836,
"step": 46
},
{
"epoch": 0.15287660093514943,
"grad_norm": 1.6219154596328735,
"learning_rate": 1.0864662381854632e-05,
"loss": 0.3823,
"step": 47
},
{
"epoch": 0.1561292945720675,
"grad_norm": 2.0069103240966797,
"learning_rate": 1.0384981238178534e-05,
"loss": 0.3583,
"step": 48
},
{
"epoch": 0.15938198820898555,
"grad_norm": 3.421016216278076,
"learning_rate": 1.0096348454262845e-05,
"loss": 0.4189,
"step": 49
},
{
"epoch": 0.16263468184590363,
"grad_norm": 2.984545946121216,
"learning_rate": 1e-05,
"loss": 0.4189,
"step": 50
},
{
"epoch": 0.16263468184590363,
"eval_loss": 0.36945176124572754,
"eval_runtime": 0.9603,
"eval_samples_per_second": 52.065,
"eval_steps_per_second": 13.537,
"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
}