dada22231's picture
Training in progress, step 50, checkpoint
6436118 verified
{
"best_metric": 2.119436794600915e-05,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.11301031219098742,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0022602062438197485,
"grad_norm": 36.50872039794922,
"learning_rate": 5e-05,
"loss": 34.755,
"step": 1
},
{
"epoch": 0.0022602062438197485,
"eval_loss": 2.0624725818634033,
"eval_runtime": 2.928,
"eval_samples_per_second": 17.076,
"eval_steps_per_second": 4.44,
"step": 1
},
{
"epoch": 0.004520412487639497,
"grad_norm": 39.20931625366211,
"learning_rate": 0.0001,
"loss": 33.4694,
"step": 2
},
{
"epoch": 0.006780618731459246,
"grad_norm": 33.71365737915039,
"learning_rate": 9.990365154573717e-05,
"loss": 31.6819,
"step": 3
},
{
"epoch": 0.009040824975278994,
"grad_norm": 37.54655456542969,
"learning_rate": 9.961501876182148e-05,
"loss": 25.8034,
"step": 4
},
{
"epoch": 0.011301031219098742,
"grad_norm": 38.01105880737305,
"learning_rate": 9.913533761814537e-05,
"loss": 18.9234,
"step": 5
},
{
"epoch": 0.013561237462918492,
"grad_norm": 31.474199295043945,
"learning_rate": 9.846666218300807e-05,
"loss": 12.3176,
"step": 6
},
{
"epoch": 0.01582144370673824,
"grad_norm": 21.290525436401367,
"learning_rate": 9.761185582727977e-05,
"loss": 7.4779,
"step": 7
},
{
"epoch": 0.018081649950557988,
"grad_norm": 16.17531967163086,
"learning_rate": 9.657457896300791e-05,
"loss": 4.8246,
"step": 8
},
{
"epoch": 0.020341856194377738,
"grad_norm": 15.527769088745117,
"learning_rate": 9.535927336897098e-05,
"loss": 2.7513,
"step": 9
},
{
"epoch": 0.022602062438197484,
"grad_norm": 8.276153564453125,
"learning_rate": 9.397114317029975e-05,
"loss": 1.4711,
"step": 10
},
{
"epoch": 0.024862268682017234,
"grad_norm": 5.247931003570557,
"learning_rate": 9.241613255361455e-05,
"loss": 0.5401,
"step": 11
},
{
"epoch": 0.027122474925836984,
"grad_norm": 2.8925697803497314,
"learning_rate": 9.070090031310558e-05,
"loss": 0.264,
"step": 12
},
{
"epoch": 0.02938268116965673,
"grad_norm": 1.5590310096740723,
"learning_rate": 8.883279133655399e-05,
"loss": 0.2219,
"step": 13
},
{
"epoch": 0.03164288741347648,
"grad_norm": 0.8110895752906799,
"learning_rate": 8.681980515339464e-05,
"loss": 0.0774,
"step": 14
},
{
"epoch": 0.03390309365729623,
"grad_norm": 0.80513596534729,
"learning_rate": 8.467056167950311e-05,
"loss": 0.062,
"step": 15
},
{
"epoch": 0.036163299901115976,
"grad_norm": 0.6620855927467346,
"learning_rate": 8.239426430539243e-05,
"loss": 0.0128,
"step": 16
},
{
"epoch": 0.038423506144935726,
"grad_norm": 0.6907656788825989,
"learning_rate": 8.000066048588211e-05,
"loss": 0.0116,
"step": 17
},
{
"epoch": 0.040683712388755476,
"grad_norm": 0.4166719913482666,
"learning_rate": 7.75e-05,
"loss": 0.0053,
"step": 18
},
{
"epoch": 0.042943918632575226,
"grad_norm": 0.42982903122901917,
"learning_rate": 7.490299105985507e-05,
"loss": 0.0056,
"step": 19
},
{
"epoch": 0.04520412487639497,
"grad_norm": 0.32655465602874756,
"learning_rate": 7.222075445642904e-05,
"loss": 0.0029,
"step": 20
},
{
"epoch": 0.04746433112021472,
"grad_norm": 0.1056491881608963,
"learning_rate": 6.946477593864228e-05,
"loss": 0.0016,
"step": 21
},
{
"epoch": 0.04972453736403447,
"grad_norm": 0.028798570856451988,
"learning_rate": 6.664685702961344e-05,
"loss": 0.0012,
"step": 22
},
{
"epoch": 0.05198474360785422,
"grad_norm": 0.014183205552399158,
"learning_rate": 6.377906449072578e-05,
"loss": 0.0006,
"step": 23
},
{
"epoch": 0.05424494985167397,
"grad_norm": 0.02514360472559929,
"learning_rate": 6.087367864990233e-05,
"loss": 0.0007,
"step": 24
},
{
"epoch": 0.05650515609549371,
"grad_norm": 0.015000662766397,
"learning_rate": 5.794314081535644e-05,
"loss": 0.0006,
"step": 25
},
{
"epoch": 0.05650515609549371,
"eval_loss": 3.281138924648985e-05,
"eval_runtime": 2.9755,
"eval_samples_per_second": 16.804,
"eval_steps_per_second": 4.369,
"step": 25
},
{
"epoch": 0.05876536233931346,
"grad_norm": 0.04972488060593605,
"learning_rate": 5.500000000000001e-05,
"loss": 0.001,
"step": 26
},
{
"epoch": 0.06102556858313321,
"grad_norm": 0.048093147575855255,
"learning_rate": 5.205685918464356e-05,
"loss": 0.0006,
"step": 27
},
{
"epoch": 0.06328577482695295,
"grad_norm": 0.0384451225399971,
"learning_rate": 4.912632135009769e-05,
"loss": 0.0006,
"step": 28
},
{
"epoch": 0.06554598107077271,
"grad_norm": 0.1282583624124527,
"learning_rate": 4.6220935509274235e-05,
"loss": 0.0016,
"step": 29
},
{
"epoch": 0.06780618731459245,
"grad_norm": 0.02835065871477127,
"learning_rate": 4.3353142970386564e-05,
"loss": 0.0009,
"step": 30
},
{
"epoch": 0.07006639355841221,
"grad_norm": 0.025677639991044998,
"learning_rate": 4.053522406135775e-05,
"loss": 0.0007,
"step": 31
},
{
"epoch": 0.07232659980223195,
"grad_norm": 0.011029267683625221,
"learning_rate": 3.777924554357096e-05,
"loss": 0.0004,
"step": 32
},
{
"epoch": 0.0745868060460517,
"grad_norm": 0.029804445803165436,
"learning_rate": 3.509700894014496e-05,
"loss": 0.0008,
"step": 33
},
{
"epoch": 0.07684701228987145,
"grad_norm": 0.02739046700298786,
"learning_rate": 3.250000000000001e-05,
"loss": 0.0005,
"step": 34
},
{
"epoch": 0.0791072185336912,
"grad_norm": 0.03442985564470291,
"learning_rate": 2.9999339514117912e-05,
"loss": 0.0006,
"step": 35
},
{
"epoch": 0.08136742477751095,
"grad_norm": 0.011169228702783585,
"learning_rate": 2.760573569460757e-05,
"loss": 0.0004,
"step": 36
},
{
"epoch": 0.0836276310213307,
"grad_norm": 0.008100761100649834,
"learning_rate": 2.53294383204969e-05,
"loss": 0.0003,
"step": 37
},
{
"epoch": 0.08588783726515045,
"grad_norm": 0.6260887384414673,
"learning_rate": 2.3180194846605367e-05,
"loss": 0.1661,
"step": 38
},
{
"epoch": 0.0881480435089702,
"grad_norm": 1.2297857999801636,
"learning_rate": 2.1167208663446025e-05,
"loss": 0.0128,
"step": 39
},
{
"epoch": 0.09040824975278994,
"grad_norm": 1.5309454202651978,
"learning_rate": 1.9299099686894423e-05,
"loss": 0.0229,
"step": 40
},
{
"epoch": 0.0926684559966097,
"grad_norm": 1.832742691040039,
"learning_rate": 1.758386744638546e-05,
"loss": 0.14,
"step": 41
},
{
"epoch": 0.09492866224042944,
"grad_norm": 0.0456574372947216,
"learning_rate": 1.602885682970026e-05,
"loss": 0.0007,
"step": 42
},
{
"epoch": 0.0971888684842492,
"grad_norm": 0.037164654582738876,
"learning_rate": 1.464072663102903e-05,
"loss": 0.0006,
"step": 43
},
{
"epoch": 0.09944907472806894,
"grad_norm": 0.024082988500595093,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.0009,
"step": 44
},
{
"epoch": 0.10170928097188868,
"grad_norm": 0.009204435162246227,
"learning_rate": 1.2388144172720251e-05,
"loss": 0.0005,
"step": 45
},
{
"epoch": 0.10396948721570844,
"grad_norm": 0.008595156483352184,
"learning_rate": 1.1533337816991932e-05,
"loss": 0.0004,
"step": 46
},
{
"epoch": 0.10622969345952818,
"grad_norm": 0.00714592169970274,
"learning_rate": 1.0864662381854632e-05,
"loss": 0.0005,
"step": 47
},
{
"epoch": 0.10848989970334794,
"grad_norm": 0.016524558886885643,
"learning_rate": 1.0384981238178534e-05,
"loss": 0.0004,
"step": 48
},
{
"epoch": 0.11075010594716768,
"grad_norm": 0.009992051869630814,
"learning_rate": 1.0096348454262845e-05,
"loss": 0.0003,
"step": 49
},
{
"epoch": 0.11301031219098742,
"grad_norm": 0.009089923463761806,
"learning_rate": 1e-05,
"loss": 0.0004,
"step": 50
},
{
"epoch": 0.11301031219098742,
"eval_loss": 2.119436794600915e-05,
"eval_runtime": 2.9422,
"eval_samples_per_second": 16.994,
"eval_steps_per_second": 4.419,
"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": 5.259156315439104e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}