dsakerkwq's picture
Training in progress, step 50, checkpoint
1042a98 verified
{
"best_metric": 3.5896806716918945,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.007033430775655537,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00014066861551311076,
"grad_norm": 0.9536049962043762,
"learning_rate": 5e-05,
"loss": 2.2531,
"step": 1
},
{
"epoch": 0.00014066861551311076,
"eval_loss": 5.379810810089111,
"eval_runtime": 3.0033,
"eval_samples_per_second": 16.649,
"eval_steps_per_second": 4.329,
"step": 1
},
{
"epoch": 0.00028133723102622153,
"grad_norm": 1.4742906093597412,
"learning_rate": 0.0001,
"loss": 3.0519,
"step": 2
},
{
"epoch": 0.00042200584653933227,
"grad_norm": 1.8351389169692993,
"learning_rate": 9.990365154573717e-05,
"loss": 3.646,
"step": 3
},
{
"epoch": 0.0005626744620524431,
"grad_norm": 2.465190887451172,
"learning_rate": 9.961501876182148e-05,
"loss": 4.3919,
"step": 4
},
{
"epoch": 0.0007033430775655537,
"grad_norm": 3.3312063217163086,
"learning_rate": 9.913533761814537e-05,
"loss": 4.6585,
"step": 5
},
{
"epoch": 0.0008440116930786645,
"grad_norm": 3.3281242847442627,
"learning_rate": 9.846666218300807e-05,
"loss": 4.4326,
"step": 6
},
{
"epoch": 0.0009846803085917753,
"grad_norm": 2.3460187911987305,
"learning_rate": 9.761185582727977e-05,
"loss": 4.2619,
"step": 7
},
{
"epoch": 0.0011253489241048861,
"grad_norm": 2.295300006866455,
"learning_rate": 9.657457896300791e-05,
"loss": 4.3407,
"step": 8
},
{
"epoch": 0.0012660175396179967,
"grad_norm": 2.3964247703552246,
"learning_rate": 9.535927336897098e-05,
"loss": 4.2455,
"step": 9
},
{
"epoch": 0.0014066861551311075,
"grad_norm": 2.7469544410705566,
"learning_rate": 9.397114317029975e-05,
"loss": 4.165,
"step": 10
},
{
"epoch": 0.0015473547706442183,
"grad_norm": 3.301067590713501,
"learning_rate": 9.241613255361455e-05,
"loss": 4.3956,
"step": 11
},
{
"epoch": 0.001688023386157329,
"grad_norm": 4.632366180419922,
"learning_rate": 9.070090031310558e-05,
"loss": 4.6585,
"step": 12
},
{
"epoch": 0.0018286920016704399,
"grad_norm": 3.030580997467041,
"learning_rate": 8.883279133655399e-05,
"loss": 2.4551,
"step": 13
},
{
"epoch": 0.0019693606171835507,
"grad_norm": 3.136796236038208,
"learning_rate": 8.681980515339464e-05,
"loss": 2.8662,
"step": 14
},
{
"epoch": 0.0021100292326966612,
"grad_norm": 2.37330961227417,
"learning_rate": 8.467056167950311e-05,
"loss": 2.968,
"step": 15
},
{
"epoch": 0.0022506978482097722,
"grad_norm": 2.297255277633667,
"learning_rate": 8.239426430539243e-05,
"loss": 3.3438,
"step": 16
},
{
"epoch": 0.002391366463722883,
"grad_norm": 3.2573561668395996,
"learning_rate": 8.000066048588211e-05,
"loss": 3.8021,
"step": 17
},
{
"epoch": 0.0025320350792359934,
"grad_norm": 2.693838596343994,
"learning_rate": 7.75e-05,
"loss": 3.7436,
"step": 18
},
{
"epoch": 0.0026727036947491044,
"grad_norm": 2.1688923835754395,
"learning_rate": 7.490299105985507e-05,
"loss": 3.9824,
"step": 19
},
{
"epoch": 0.002813372310262215,
"grad_norm": 1.9488747119903564,
"learning_rate": 7.222075445642904e-05,
"loss": 3.9613,
"step": 20
},
{
"epoch": 0.002954040925775326,
"grad_norm": 2.2130255699157715,
"learning_rate": 6.946477593864228e-05,
"loss": 3.8042,
"step": 21
},
{
"epoch": 0.0030947095412884366,
"grad_norm": 2.4047369956970215,
"learning_rate": 6.664685702961344e-05,
"loss": 4.0572,
"step": 22
},
{
"epoch": 0.0032353781568015476,
"grad_norm": 2.5875649452209473,
"learning_rate": 6.377906449072578e-05,
"loss": 3.953,
"step": 23
},
{
"epoch": 0.003376046772314658,
"grad_norm": 2.5539562702178955,
"learning_rate": 6.087367864990233e-05,
"loss": 4.2999,
"step": 24
},
{
"epoch": 0.0035167153878277687,
"grad_norm": 3.557594060897827,
"learning_rate": 5.794314081535644e-05,
"loss": 4.8709,
"step": 25
},
{
"epoch": 0.0035167153878277687,
"eval_loss": 3.7035763263702393,
"eval_runtime": 2.9891,
"eval_samples_per_second": 16.727,
"eval_steps_per_second": 4.349,
"step": 25
},
{
"epoch": 0.0036573840033408797,
"grad_norm": 0.719357430934906,
"learning_rate": 5.500000000000001e-05,
"loss": 1.8378,
"step": 26
},
{
"epoch": 0.0037980526188539903,
"grad_norm": 0.8073096871376038,
"learning_rate": 5.205685918464356e-05,
"loss": 2.5049,
"step": 27
},
{
"epoch": 0.003938721234367101,
"grad_norm": 0.8840256929397583,
"learning_rate": 4.912632135009769e-05,
"loss": 2.9195,
"step": 28
},
{
"epoch": 0.0040793898498802115,
"grad_norm": 1.1521762609481812,
"learning_rate": 4.6220935509274235e-05,
"loss": 3.4451,
"step": 29
},
{
"epoch": 0.0042200584653933225,
"grad_norm": 1.198631763458252,
"learning_rate": 4.3353142970386564e-05,
"loss": 3.6565,
"step": 30
},
{
"epoch": 0.0043607270809064335,
"grad_norm": 1.3765795230865479,
"learning_rate": 4.053522406135775e-05,
"loss": 3.7224,
"step": 31
},
{
"epoch": 0.0045013956964195445,
"grad_norm": 1.346805214881897,
"learning_rate": 3.777924554357096e-05,
"loss": 3.6726,
"step": 32
},
{
"epoch": 0.004642064311932655,
"grad_norm": 1.2883901596069336,
"learning_rate": 3.509700894014496e-05,
"loss": 3.7782,
"step": 33
},
{
"epoch": 0.004782732927445766,
"grad_norm": 1.4923596382141113,
"learning_rate": 3.250000000000001e-05,
"loss": 3.7878,
"step": 34
},
{
"epoch": 0.004923401542958877,
"grad_norm": 1.637706995010376,
"learning_rate": 2.9999339514117912e-05,
"loss": 3.9159,
"step": 35
},
{
"epoch": 0.005064070158471987,
"grad_norm": 1.7289783954620361,
"learning_rate": 2.760573569460757e-05,
"loss": 4.0645,
"step": 36
},
{
"epoch": 0.005204738773985098,
"grad_norm": 2.8105924129486084,
"learning_rate": 2.53294383204969e-05,
"loss": 4.4649,
"step": 37
},
{
"epoch": 0.005345407389498209,
"grad_norm": 0.6356281638145447,
"learning_rate": 2.3180194846605367e-05,
"loss": 1.8927,
"step": 38
},
{
"epoch": 0.00548607600501132,
"grad_norm": 0.5997741222381592,
"learning_rate": 2.1167208663446025e-05,
"loss": 2.3777,
"step": 39
},
{
"epoch": 0.00562674462052443,
"grad_norm": 0.7866092324256897,
"learning_rate": 1.9299099686894423e-05,
"loss": 2.7802,
"step": 40
},
{
"epoch": 0.005767413236037541,
"grad_norm": 0.8625376224517822,
"learning_rate": 1.758386744638546e-05,
"loss": 3.0477,
"step": 41
},
{
"epoch": 0.005908081851550652,
"grad_norm": 0.9740644693374634,
"learning_rate": 1.602885682970026e-05,
"loss": 3.5105,
"step": 42
},
{
"epoch": 0.006048750467063762,
"grad_norm": 1.083276629447937,
"learning_rate": 1.464072663102903e-05,
"loss": 3.5828,
"step": 43
},
{
"epoch": 0.006189419082576873,
"grad_norm": 1.3166731595993042,
"learning_rate": 1.3425421036992098e-05,
"loss": 3.7169,
"step": 44
},
{
"epoch": 0.006330087698089984,
"grad_norm": 1.4437602758407593,
"learning_rate": 1.2388144172720251e-05,
"loss": 3.7671,
"step": 45
},
{
"epoch": 0.006470756313603095,
"grad_norm": 1.6273506879806519,
"learning_rate": 1.1533337816991932e-05,
"loss": 3.6367,
"step": 46
},
{
"epoch": 0.006611424929116205,
"grad_norm": 1.676190972328186,
"learning_rate": 1.0864662381854632e-05,
"loss": 3.6023,
"step": 47
},
{
"epoch": 0.006752093544629316,
"grad_norm": 2.3617000579833984,
"learning_rate": 1.0384981238178534e-05,
"loss": 3.9218,
"step": 48
},
{
"epoch": 0.006892762160142427,
"grad_norm": 2.1535112857818604,
"learning_rate": 1.0096348454262845e-05,
"loss": 4.0372,
"step": 49
},
{
"epoch": 0.007033430775655537,
"grad_norm": 3.9727821350097656,
"learning_rate": 1e-05,
"loss": 4.6256,
"step": 50
},
{
"epoch": 0.007033430775655537,
"eval_loss": 3.5896806716918945,
"eval_runtime": 3.0738,
"eval_samples_per_second": 16.266,
"eval_steps_per_second": 4.229,
"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": 1,
"trial_name": null,
"trial_params": null
}