eeeebbb2's picture
Training in progress, step 50, checkpoint
4b60010 verified
{
"best_metric": 10.991680145263672,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.43045466774280333,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.008609093354856066,
"grad_norm": 10.635313034057617,
"learning_rate": 5e-05,
"loss": 355.0041,
"step": 1
},
{
"epoch": 0.008609093354856066,
"eval_loss": 11.096758842468262,
"eval_runtime": 0.4496,
"eval_samples_per_second": 111.213,
"eval_steps_per_second": 28.915,
"step": 1
},
{
"epoch": 0.017218186709712133,
"grad_norm": 11.076752662658691,
"learning_rate": 0.0001,
"loss": 354.9742,
"step": 2
},
{
"epoch": 0.0258272800645682,
"grad_norm": 13.533737182617188,
"learning_rate": 9.990365154573717e-05,
"loss": 355.034,
"step": 3
},
{
"epoch": 0.034436373419424265,
"grad_norm": 11.721927642822266,
"learning_rate": 9.961501876182148e-05,
"loss": 354.9048,
"step": 4
},
{
"epoch": 0.04304546677428033,
"grad_norm": 12.535335540771484,
"learning_rate": 9.913533761814537e-05,
"loss": 354.7546,
"step": 5
},
{
"epoch": 0.0516545601291364,
"grad_norm": 12.207901000976562,
"learning_rate": 9.846666218300807e-05,
"loss": 354.7418,
"step": 6
},
{
"epoch": 0.060263653483992465,
"grad_norm": 12.92765998840332,
"learning_rate": 9.761185582727977e-05,
"loss": 354.56,
"step": 7
},
{
"epoch": 0.06887274683884853,
"grad_norm": 13.168181419372559,
"learning_rate": 9.657457896300791e-05,
"loss": 354.4257,
"step": 8
},
{
"epoch": 0.0774818401937046,
"grad_norm": 14.865147590637207,
"learning_rate": 9.535927336897098e-05,
"loss": 354.2678,
"step": 9
},
{
"epoch": 0.08609093354856066,
"grad_norm": 17.191944122314453,
"learning_rate": 9.397114317029975e-05,
"loss": 354.0385,
"step": 10
},
{
"epoch": 0.09470002690341674,
"grad_norm": 21.784700393676758,
"learning_rate": 9.241613255361455e-05,
"loss": 353.6926,
"step": 11
},
{
"epoch": 0.1033091202582728,
"grad_norm": 25.464162826538086,
"learning_rate": 9.070090031310558e-05,
"loss": 353.3433,
"step": 12
},
{
"epoch": 0.11191821361312887,
"grad_norm": 19.105411529541016,
"learning_rate": 8.883279133655399e-05,
"loss": 353.5573,
"step": 13
},
{
"epoch": 0.12052730696798493,
"grad_norm": 10.750304222106934,
"learning_rate": 8.681980515339464e-05,
"loss": 353.9489,
"step": 14
},
{
"epoch": 0.129136400322841,
"grad_norm": 12.10621452331543,
"learning_rate": 8.467056167950311e-05,
"loss": 353.794,
"step": 15
},
{
"epoch": 0.13774549367769706,
"grad_norm": 11.745237350463867,
"learning_rate": 8.239426430539243e-05,
"loss": 353.705,
"step": 16
},
{
"epoch": 0.14635458703255314,
"grad_norm": 11.175185203552246,
"learning_rate": 8.000066048588211e-05,
"loss": 353.6503,
"step": 17
},
{
"epoch": 0.1549636803874092,
"grad_norm": 11.587780952453613,
"learning_rate": 7.75e-05,
"loss": 353.4981,
"step": 18
},
{
"epoch": 0.16357277374226525,
"grad_norm": 11.572482109069824,
"learning_rate": 7.490299105985507e-05,
"loss": 353.4075,
"step": 19
},
{
"epoch": 0.17218186709712133,
"grad_norm": 11.94267749786377,
"learning_rate": 7.222075445642904e-05,
"loss": 353.2624,
"step": 20
},
{
"epoch": 0.1807909604519774,
"grad_norm": 12.672850608825684,
"learning_rate": 6.946477593864228e-05,
"loss": 353.0754,
"step": 21
},
{
"epoch": 0.18940005380683347,
"grad_norm": 14.19095516204834,
"learning_rate": 6.664685702961344e-05,
"loss": 352.8477,
"step": 22
},
{
"epoch": 0.19800914716168955,
"grad_norm": 16.85199737548828,
"learning_rate": 6.377906449072578e-05,
"loss": 352.2639,
"step": 23
},
{
"epoch": 0.2066182405165456,
"grad_norm": 20.074535369873047,
"learning_rate": 6.087367864990233e-05,
"loss": 351.6331,
"step": 24
},
{
"epoch": 0.21522733387140167,
"grad_norm": 24.241453170776367,
"learning_rate": 5.794314081535644e-05,
"loss": 350.9599,
"step": 25
},
{
"epoch": 0.21522733387140167,
"eval_loss": 11.017281532287598,
"eval_runtime": 0.1409,
"eval_samples_per_second": 354.775,
"eval_steps_per_second": 92.242,
"step": 25
},
{
"epoch": 0.22383642722625774,
"grad_norm": 9.065348625183105,
"learning_rate": 5.500000000000001e-05,
"loss": 353.421,
"step": 26
},
{
"epoch": 0.2324455205811138,
"grad_norm": 9.961706161499023,
"learning_rate": 5.205685918464356e-05,
"loss": 353.1088,
"step": 27
},
{
"epoch": 0.24105461393596986,
"grad_norm": 11.364466667175293,
"learning_rate": 4.912632135009769e-05,
"loss": 352.7587,
"step": 28
},
{
"epoch": 0.24966370729082593,
"grad_norm": 10.180781364440918,
"learning_rate": 4.6220935509274235e-05,
"loss": 352.8823,
"step": 29
},
{
"epoch": 0.258272800645682,
"grad_norm": 10.212959289550781,
"learning_rate": 4.3353142970386564e-05,
"loss": 352.8266,
"step": 30
},
{
"epoch": 0.2668818940005381,
"grad_norm": 9.96835708618164,
"learning_rate": 4.053522406135775e-05,
"loss": 352.8559,
"step": 31
},
{
"epoch": 0.2754909873553941,
"grad_norm": 10.018963813781738,
"learning_rate": 3.777924554357096e-05,
"loss": 352.8179,
"step": 32
},
{
"epoch": 0.2841000807102502,
"grad_norm": 10.431824684143066,
"learning_rate": 3.509700894014496e-05,
"loss": 352.711,
"step": 33
},
{
"epoch": 0.29270917406510627,
"grad_norm": 11.229265213012695,
"learning_rate": 3.250000000000001e-05,
"loss": 352.5165,
"step": 34
},
{
"epoch": 0.3013182674199623,
"grad_norm": 13.20763111114502,
"learning_rate": 2.9999339514117912e-05,
"loss": 351.8922,
"step": 35
},
{
"epoch": 0.3099273607748184,
"grad_norm": 16.267868041992188,
"learning_rate": 2.760573569460757e-05,
"loss": 351.0787,
"step": 36
},
{
"epoch": 0.31853645412967446,
"grad_norm": 19.831783294677734,
"learning_rate": 2.53294383204969e-05,
"loss": 350.2882,
"step": 37
},
{
"epoch": 0.3271455474845305,
"grad_norm": 15.882200241088867,
"learning_rate": 2.3180194846605367e-05,
"loss": 351.226,
"step": 38
},
{
"epoch": 0.3357546408393866,
"grad_norm": 9.732914924621582,
"learning_rate": 2.1167208663446025e-05,
"loss": 352.6428,
"step": 39
},
{
"epoch": 0.34436373419424265,
"grad_norm": 9.99857234954834,
"learning_rate": 1.9299099686894423e-05,
"loss": 352.571,
"step": 40
},
{
"epoch": 0.35297282754909876,
"grad_norm": 9.702710151672363,
"learning_rate": 1.758386744638546e-05,
"loss": 352.5199,
"step": 41
},
{
"epoch": 0.3615819209039548,
"grad_norm": 9.81837272644043,
"learning_rate": 1.602885682970026e-05,
"loss": 352.5027,
"step": 42
},
{
"epoch": 0.37019101425881085,
"grad_norm": 9.183221817016602,
"learning_rate": 1.464072663102903e-05,
"loss": 352.661,
"step": 43
},
{
"epoch": 0.37880010761366695,
"grad_norm": 9.308856964111328,
"learning_rate": 1.3425421036992098e-05,
"loss": 352.6186,
"step": 44
},
{
"epoch": 0.387409200968523,
"grad_norm": 9.76315975189209,
"learning_rate": 1.2388144172720251e-05,
"loss": 352.499,
"step": 45
},
{
"epoch": 0.3960182943233791,
"grad_norm": 11.07622241973877,
"learning_rate": 1.1533337816991932e-05,
"loss": 352.1287,
"step": 46
},
{
"epoch": 0.40462738767823514,
"grad_norm": 12.31144905090332,
"learning_rate": 1.0864662381854632e-05,
"loss": 351.7421,
"step": 47
},
{
"epoch": 0.4132364810330912,
"grad_norm": 15.077690124511719,
"learning_rate": 1.0384981238178534e-05,
"loss": 351.0006,
"step": 48
},
{
"epoch": 0.4218455743879473,
"grad_norm": 18.245941162109375,
"learning_rate": 1.0096348454262845e-05,
"loss": 350.2695,
"step": 49
},
{
"epoch": 0.43045466774280333,
"grad_norm": 21.990154266357422,
"learning_rate": 1e-05,
"loss": 349.6386,
"step": 50
},
{
"epoch": 0.43045466774280333,
"eval_loss": 10.991680145263672,
"eval_runtime": 0.1335,
"eval_samples_per_second": 374.611,
"eval_steps_per_second": 97.399,
"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": 4212542668800.0,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}