eeeebbb2's picture
Training in progress, step 50, checkpoint
546b37b verified
{
"best_metric": 0.6268936991691589,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.40424456796361796,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00808489135927236,
"grad_norm": 1.6052894592285156,
"learning_rate": 5e-05,
"loss": 1.744,
"step": 1
},
{
"epoch": 0.00808489135927236,
"eval_loss": 2.1085262298583984,
"eval_runtime": 3.8396,
"eval_samples_per_second": 13.022,
"eval_steps_per_second": 3.386,
"step": 1
},
{
"epoch": 0.01616978271854472,
"grad_norm": 1.779472827911377,
"learning_rate": 0.0001,
"loss": 1.9097,
"step": 2
},
{
"epoch": 0.02425467407781708,
"grad_norm": 2.0423178672790527,
"learning_rate": 9.990365154573717e-05,
"loss": 1.8782,
"step": 3
},
{
"epoch": 0.03233956543708944,
"grad_norm": 2.7541654109954834,
"learning_rate": 9.961501876182148e-05,
"loss": 1.709,
"step": 4
},
{
"epoch": 0.0404244567963618,
"grad_norm": 2.0727179050445557,
"learning_rate": 9.913533761814537e-05,
"loss": 1.23,
"step": 5
},
{
"epoch": 0.04850934815563416,
"grad_norm": 1.5737111568450928,
"learning_rate": 9.846666218300807e-05,
"loss": 1.1274,
"step": 6
},
{
"epoch": 0.05659423951490652,
"grad_norm": 1.5571566820144653,
"learning_rate": 9.761185582727977e-05,
"loss": 1.0106,
"step": 7
},
{
"epoch": 0.06467913087417888,
"grad_norm": 1.84938383102417,
"learning_rate": 9.657457896300791e-05,
"loss": 0.9096,
"step": 8
},
{
"epoch": 0.07276402223345124,
"grad_norm": 0.7360393404960632,
"learning_rate": 9.535927336897098e-05,
"loss": 0.8576,
"step": 9
},
{
"epoch": 0.0808489135927236,
"grad_norm": 0.7223778367042542,
"learning_rate": 9.397114317029975e-05,
"loss": 0.7962,
"step": 10
},
{
"epoch": 0.08893380495199596,
"grad_norm": 0.6078234314918518,
"learning_rate": 9.241613255361455e-05,
"loss": 0.6922,
"step": 11
},
{
"epoch": 0.09701869631126832,
"grad_norm": 0.6479470729827881,
"learning_rate": 9.070090031310558e-05,
"loss": 0.5929,
"step": 12
},
{
"epoch": 0.10510358767054068,
"grad_norm": 0.4767465889453888,
"learning_rate": 8.883279133655399e-05,
"loss": 0.7316,
"step": 13
},
{
"epoch": 0.11318847902981304,
"grad_norm": 0.49146518111228943,
"learning_rate": 8.681980515339464e-05,
"loss": 0.6829,
"step": 14
},
{
"epoch": 0.1212733703890854,
"grad_norm": 0.49033933877944946,
"learning_rate": 8.467056167950311e-05,
"loss": 0.7022,
"step": 15
},
{
"epoch": 0.12935826174835777,
"grad_norm": 0.4863513112068176,
"learning_rate": 8.239426430539243e-05,
"loss": 0.826,
"step": 16
},
{
"epoch": 0.1374431531076301,
"grad_norm": 0.4957202970981598,
"learning_rate": 8.000066048588211e-05,
"loss": 0.8124,
"step": 17
},
{
"epoch": 0.14552804446690248,
"grad_norm": 0.4850342571735382,
"learning_rate": 7.75e-05,
"loss": 0.77,
"step": 18
},
{
"epoch": 0.15361293582617483,
"grad_norm": 0.47507721185684204,
"learning_rate": 7.490299105985507e-05,
"loss": 0.7409,
"step": 19
},
{
"epoch": 0.1616978271854472,
"grad_norm": 0.4847748577594757,
"learning_rate": 7.222075445642904e-05,
"loss": 0.7319,
"step": 20
},
{
"epoch": 0.16978271854471955,
"grad_norm": 0.46571776270866394,
"learning_rate": 6.946477593864228e-05,
"loss": 0.7065,
"step": 21
},
{
"epoch": 0.17786760990399192,
"grad_norm": 0.46438243985176086,
"learning_rate": 6.664685702961344e-05,
"loss": 0.7466,
"step": 22
},
{
"epoch": 0.18595250126326426,
"grad_norm": 0.43673038482666016,
"learning_rate": 6.377906449072578e-05,
"loss": 0.6795,
"step": 23
},
{
"epoch": 0.19403739262253664,
"grad_norm": 0.40861475467681885,
"learning_rate": 6.087367864990233e-05,
"loss": 0.6411,
"step": 24
},
{
"epoch": 0.20212228398180898,
"grad_norm": 0.4549863040447235,
"learning_rate": 5.794314081535644e-05,
"loss": 0.6347,
"step": 25
},
{
"epoch": 0.20212228398180898,
"eval_loss": 0.6450268030166626,
"eval_runtime": 3.4879,
"eval_samples_per_second": 14.335,
"eval_steps_per_second": 3.727,
"step": 25
},
{
"epoch": 0.21020717534108135,
"grad_norm": 0.5683823823928833,
"learning_rate": 5.500000000000001e-05,
"loss": 0.7581,
"step": 26
},
{
"epoch": 0.21829206670035373,
"grad_norm": 0.5637506246566772,
"learning_rate": 5.205685918464356e-05,
"loss": 0.7071,
"step": 27
},
{
"epoch": 0.22637695805962607,
"grad_norm": 0.44266441464424133,
"learning_rate": 4.912632135009769e-05,
"loss": 0.7379,
"step": 28
},
{
"epoch": 0.23446184941889844,
"grad_norm": 0.3773636519908905,
"learning_rate": 4.6220935509274235e-05,
"loss": 0.7573,
"step": 29
},
{
"epoch": 0.2425467407781708,
"grad_norm": 0.3675413131713867,
"learning_rate": 4.3353142970386564e-05,
"loss": 0.6714,
"step": 30
},
{
"epoch": 0.25063163213744316,
"grad_norm": 0.37877586483955383,
"learning_rate": 4.053522406135775e-05,
"loss": 0.7193,
"step": 31
},
{
"epoch": 0.25871652349671553,
"grad_norm": 0.41423583030700684,
"learning_rate": 3.777924554357096e-05,
"loss": 0.6975,
"step": 32
},
{
"epoch": 0.26680141485598785,
"grad_norm": 0.4509444832801819,
"learning_rate": 3.509700894014496e-05,
"loss": 0.7055,
"step": 33
},
{
"epoch": 0.2748863062152602,
"grad_norm": 0.4025251567363739,
"learning_rate": 3.250000000000001e-05,
"loss": 0.6764,
"step": 34
},
{
"epoch": 0.2829711975745326,
"grad_norm": 0.4443969428539276,
"learning_rate": 2.9999339514117912e-05,
"loss": 0.6929,
"step": 35
},
{
"epoch": 0.29105608893380497,
"grad_norm": 0.4087773859500885,
"learning_rate": 2.760573569460757e-05,
"loss": 0.6093,
"step": 36
},
{
"epoch": 0.2991409802930773,
"grad_norm": 0.40454772114753723,
"learning_rate": 2.53294383204969e-05,
"loss": 0.6058,
"step": 37
},
{
"epoch": 0.30722587165234966,
"grad_norm": 0.34317758679389954,
"learning_rate": 2.3180194846605367e-05,
"loss": 0.5982,
"step": 38
},
{
"epoch": 0.31531076301162203,
"grad_norm": 0.3430269658565521,
"learning_rate": 2.1167208663446025e-05,
"loss": 0.6715,
"step": 39
},
{
"epoch": 0.3233956543708944,
"grad_norm": 0.3907616138458252,
"learning_rate": 1.9299099686894423e-05,
"loss": 0.6747,
"step": 40
},
{
"epoch": 0.3314805457301668,
"grad_norm": 0.35974612832069397,
"learning_rate": 1.758386744638546e-05,
"loss": 0.6912,
"step": 41
},
{
"epoch": 0.3395654370894391,
"grad_norm": 0.47870934009552,
"learning_rate": 1.602885682970026e-05,
"loss": 0.7493,
"step": 42
},
{
"epoch": 0.34765032844871147,
"grad_norm": 0.4124900698661804,
"learning_rate": 1.464072663102903e-05,
"loss": 0.6813,
"step": 43
},
{
"epoch": 0.35573521980798384,
"grad_norm": 0.3971357047557831,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.7382,
"step": 44
},
{
"epoch": 0.3638201111672562,
"grad_norm": 0.4053785800933838,
"learning_rate": 1.2388144172720251e-05,
"loss": 0.6815,
"step": 45
},
{
"epoch": 0.3719050025265285,
"grad_norm": 0.42002072930336,
"learning_rate": 1.1533337816991932e-05,
"loss": 0.6561,
"step": 46
},
{
"epoch": 0.3799898938858009,
"grad_norm": 0.4654466211795807,
"learning_rate": 1.0864662381854632e-05,
"loss": 0.6316,
"step": 47
},
{
"epoch": 0.3880747852450733,
"grad_norm": 0.4234202802181244,
"learning_rate": 1.0384981238178534e-05,
"loss": 0.6168,
"step": 48
},
{
"epoch": 0.39615967660434565,
"grad_norm": 0.49169376492500305,
"learning_rate": 1.0096348454262845e-05,
"loss": 0.5986,
"step": 49
},
{
"epoch": 0.40424456796361796,
"grad_norm": 0.5422549843788147,
"learning_rate": 1e-05,
"loss": 0.5929,
"step": 50
},
{
"epoch": 0.40424456796361796,
"eval_loss": 0.6268936991691589,
"eval_runtime": 3.4738,
"eval_samples_per_second": 14.393,
"eval_steps_per_second": 3.742,
"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": 5.968083617316864e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}