dsakerkwq's picture
Training in progress, step 50, checkpoint
e003062 verified
{
"best_metric": 1.0602198839187622,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.025039907352342797,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0005007981470468559,
"grad_norm": 7.45435905456543,
"learning_rate": 5e-05,
"loss": 27.672,
"step": 1
},
{
"epoch": 0.0005007981470468559,
"eval_loss": 1.6920984983444214,
"eval_runtime": 2.2692,
"eval_samples_per_second": 22.035,
"eval_steps_per_second": 5.729,
"step": 1
},
{
"epoch": 0.0010015962940937118,
"grad_norm": 10.010887145996094,
"learning_rate": 0.0001,
"loss": 28.8918,
"step": 2
},
{
"epoch": 0.0015023944411405679,
"grad_norm": 6.914218425750732,
"learning_rate": 9.990365154573717e-05,
"loss": 23.5377,
"step": 3
},
{
"epoch": 0.0020031925881874237,
"grad_norm": 6.591081142425537,
"learning_rate": 9.961501876182148e-05,
"loss": 23.4905,
"step": 4
},
{
"epoch": 0.0025039907352342795,
"grad_norm": 6.64627742767334,
"learning_rate": 9.913533761814537e-05,
"loss": 22.9004,
"step": 5
},
{
"epoch": 0.0030047888822811357,
"grad_norm": 5.685656547546387,
"learning_rate": 9.846666218300807e-05,
"loss": 22.2604,
"step": 6
},
{
"epoch": 0.0035055870293279915,
"grad_norm": 5.233028411865234,
"learning_rate": 9.761185582727977e-05,
"loss": 21.6732,
"step": 7
},
{
"epoch": 0.004006385176374847,
"grad_norm": 4.9397501945495605,
"learning_rate": 9.657457896300791e-05,
"loss": 20.1599,
"step": 8
},
{
"epoch": 0.004507183323421703,
"grad_norm": 4.317351818084717,
"learning_rate": 9.535927336897098e-05,
"loss": 22.0404,
"step": 9
},
{
"epoch": 0.005007981470468559,
"grad_norm": 5.655327796936035,
"learning_rate": 9.397114317029975e-05,
"loss": 21.491,
"step": 10
},
{
"epoch": 0.005508779617515415,
"grad_norm": 5.512872695922852,
"learning_rate": 9.241613255361455e-05,
"loss": 18.0564,
"step": 11
},
{
"epoch": 0.0060095777645622715,
"grad_norm": 4.752590656280518,
"learning_rate": 9.070090031310558e-05,
"loss": 16.1569,
"step": 12
},
{
"epoch": 0.006510375911609127,
"grad_norm": 8.018436431884766,
"learning_rate": 8.883279133655399e-05,
"loss": 21.9283,
"step": 13
},
{
"epoch": 0.007011174058655983,
"grad_norm": 7.043315887451172,
"learning_rate": 8.681980515339464e-05,
"loss": 22.6641,
"step": 14
},
{
"epoch": 0.007511972205702839,
"grad_norm": 5.599305152893066,
"learning_rate": 8.467056167950311e-05,
"loss": 19.4054,
"step": 15
},
{
"epoch": 0.008012770352749695,
"grad_norm": 4.370555400848389,
"learning_rate": 8.239426430539243e-05,
"loss": 17.4796,
"step": 16
},
{
"epoch": 0.00851356849979655,
"grad_norm": 5.408305644989014,
"learning_rate": 8.000066048588211e-05,
"loss": 18.28,
"step": 17
},
{
"epoch": 0.009014366646843406,
"grad_norm": 4.4130330085754395,
"learning_rate": 7.75e-05,
"loss": 18.1072,
"step": 18
},
{
"epoch": 0.009515164793890262,
"grad_norm": 4.670492649078369,
"learning_rate": 7.490299105985507e-05,
"loss": 18.552,
"step": 19
},
{
"epoch": 0.010015962940937118,
"grad_norm": 4.140300273895264,
"learning_rate": 7.222075445642904e-05,
"loss": 18.2147,
"step": 20
},
{
"epoch": 0.010516761087983974,
"grad_norm": 3.7229697704315186,
"learning_rate": 6.946477593864228e-05,
"loss": 18.5504,
"step": 21
},
{
"epoch": 0.01101755923503083,
"grad_norm": 3.4629743099212646,
"learning_rate": 6.664685702961344e-05,
"loss": 17.8376,
"step": 22
},
{
"epoch": 0.011518357382077687,
"grad_norm": 3.7055418491363525,
"learning_rate": 6.377906449072578e-05,
"loss": 18.2517,
"step": 23
},
{
"epoch": 0.012019155529124543,
"grad_norm": 3.7786102294921875,
"learning_rate": 6.087367864990233e-05,
"loss": 17.3617,
"step": 24
},
{
"epoch": 0.012519953676171399,
"grad_norm": 6.0467963218688965,
"learning_rate": 5.794314081535644e-05,
"loss": 18.454,
"step": 25
},
{
"epoch": 0.012519953676171399,
"eval_loss": 1.1061513423919678,
"eval_runtime": 2.3374,
"eval_samples_per_second": 21.391,
"eval_steps_per_second": 5.562,
"step": 25
},
{
"epoch": 0.013020751823218255,
"grad_norm": 6.150357246398926,
"learning_rate": 5.500000000000001e-05,
"loss": 20.203,
"step": 26
},
{
"epoch": 0.01352154997026511,
"grad_norm": 7.324110984802246,
"learning_rate": 5.205685918464356e-05,
"loss": 20.2245,
"step": 27
},
{
"epoch": 0.014022348117311966,
"grad_norm": 4.4846391677856445,
"learning_rate": 4.912632135009769e-05,
"loss": 17.0902,
"step": 28
},
{
"epoch": 0.014523146264358822,
"grad_norm": 4.2537126541137695,
"learning_rate": 4.6220935509274235e-05,
"loss": 17.783,
"step": 29
},
{
"epoch": 0.015023944411405678,
"grad_norm": 3.3687477111816406,
"learning_rate": 4.3353142970386564e-05,
"loss": 19.8318,
"step": 30
},
{
"epoch": 0.015524742558452534,
"grad_norm": 3.4171719551086426,
"learning_rate": 4.053522406135775e-05,
"loss": 17.4442,
"step": 31
},
{
"epoch": 0.01602554070549939,
"grad_norm": 4.006035327911377,
"learning_rate": 3.777924554357096e-05,
"loss": 17.9844,
"step": 32
},
{
"epoch": 0.016526338852546247,
"grad_norm": 4.396282196044922,
"learning_rate": 3.509700894014496e-05,
"loss": 18.255,
"step": 33
},
{
"epoch": 0.0170271369995931,
"grad_norm": 4.883106231689453,
"learning_rate": 3.250000000000001e-05,
"loss": 18.8518,
"step": 34
},
{
"epoch": 0.01752793514663996,
"grad_norm": 5.509437561035156,
"learning_rate": 2.9999339514117912e-05,
"loss": 17.9827,
"step": 35
},
{
"epoch": 0.018028733293686813,
"grad_norm": 4.919665813446045,
"learning_rate": 2.760573569460757e-05,
"loss": 15.706,
"step": 36
},
{
"epoch": 0.01852953144073367,
"grad_norm": 6.44651460647583,
"learning_rate": 2.53294383204969e-05,
"loss": 16.1781,
"step": 37
},
{
"epoch": 0.019030329587780524,
"grad_norm": 5.128076553344727,
"learning_rate": 2.3180194846605367e-05,
"loss": 21.4918,
"step": 38
},
{
"epoch": 0.019531127734827382,
"grad_norm": 9.525840759277344,
"learning_rate": 2.1167208663446025e-05,
"loss": 21.2966,
"step": 39
},
{
"epoch": 0.020031925881874236,
"grad_norm": 3.75991153717041,
"learning_rate": 1.9299099686894423e-05,
"loss": 17.6723,
"step": 40
},
{
"epoch": 0.020532724028921093,
"grad_norm": 3.4625003337860107,
"learning_rate": 1.758386744638546e-05,
"loss": 15.4358,
"step": 41
},
{
"epoch": 0.021033522175967947,
"grad_norm": 4.435390472412109,
"learning_rate": 1.602885682970026e-05,
"loss": 17.5912,
"step": 42
},
{
"epoch": 0.021534320323014805,
"grad_norm": 4.710116386413574,
"learning_rate": 1.464072663102903e-05,
"loss": 16.8838,
"step": 43
},
{
"epoch": 0.02203511847006166,
"grad_norm": 4.531633377075195,
"learning_rate": 1.3425421036992098e-05,
"loss": 17.465,
"step": 44
},
{
"epoch": 0.022535916617108517,
"grad_norm": 3.9686601161956787,
"learning_rate": 1.2388144172720251e-05,
"loss": 17.882,
"step": 45
},
{
"epoch": 0.023036714764155374,
"grad_norm": 3.2548906803131104,
"learning_rate": 1.1533337816991932e-05,
"loss": 17.3054,
"step": 46
},
{
"epoch": 0.02353751291120223,
"grad_norm": 3.3293542861938477,
"learning_rate": 1.0864662381854632e-05,
"loss": 16.5476,
"step": 47
},
{
"epoch": 0.024038311058249086,
"grad_norm": 3.773627996444702,
"learning_rate": 1.0384981238178534e-05,
"loss": 16.9503,
"step": 48
},
{
"epoch": 0.02453910920529594,
"grad_norm": 3.537731647491455,
"learning_rate": 1.0096348454262845e-05,
"loss": 14.9813,
"step": 49
},
{
"epoch": 0.025039907352342797,
"grad_norm": 6.06915283203125,
"learning_rate": 1e-05,
"loss": 17.1321,
"step": 50
},
{
"epoch": 0.025039907352342797,
"eval_loss": 1.0602198839187622,
"eval_runtime": 2.2315,
"eval_samples_per_second": 22.407,
"eval_steps_per_second": 5.826,
"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": 5.9050464574754e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}