eeeebbb2's picture
Training in progress, step 50, checkpoint
d7213d8 verified
{
"best_metric": 0.08922764658927917,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.08226644043395548,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0016453288086791095,
"grad_norm": 2.9340085983276367,
"learning_rate": 5e-05,
"loss": 2.9811,
"step": 1
},
{
"epoch": 0.0016453288086791095,
"eval_loss": 0.5447852611541748,
"eval_runtime": 8.3061,
"eval_samples_per_second": 6.02,
"eval_steps_per_second": 1.565,
"step": 1
},
{
"epoch": 0.003290657617358219,
"grad_norm": 2.7483158111572266,
"learning_rate": 0.0001,
"loss": 3.0801,
"step": 2
},
{
"epoch": 0.0049359864260373285,
"grad_norm": 3.0211894512176514,
"learning_rate": 9.990365154573717e-05,
"loss": 3.2171,
"step": 3
},
{
"epoch": 0.006581315234716438,
"grad_norm": 3.101088523864746,
"learning_rate": 9.961501876182148e-05,
"loss": 3.2919,
"step": 4
},
{
"epoch": 0.008226644043395548,
"grad_norm": 3.177380084991455,
"learning_rate": 9.913533761814537e-05,
"loss": 3.3945,
"step": 5
},
{
"epoch": 0.009871972852074657,
"grad_norm": 3.1485860347747803,
"learning_rate": 9.846666218300807e-05,
"loss": 3.3476,
"step": 6
},
{
"epoch": 0.011517301660753767,
"grad_norm": 3.2044968605041504,
"learning_rate": 9.761185582727977e-05,
"loss": 3.5363,
"step": 7
},
{
"epoch": 0.013162630469432876,
"grad_norm": 4.661653518676758,
"learning_rate": 9.657457896300791e-05,
"loss": 4.4327,
"step": 8
},
{
"epoch": 0.014807959278111986,
"grad_norm": 8.384300231933594,
"learning_rate": 9.535927336897098e-05,
"loss": 7.6822,
"step": 9
},
{
"epoch": 0.016453288086791095,
"grad_norm": 15.747698783874512,
"learning_rate": 9.397114317029975e-05,
"loss": 12.8179,
"step": 10
},
{
"epoch": 0.018098616895470203,
"grad_norm": 36.05744552612305,
"learning_rate": 9.241613255361455e-05,
"loss": 21.0175,
"step": 11
},
{
"epoch": 0.019743945704149314,
"grad_norm": 47.37175750732422,
"learning_rate": 9.070090031310558e-05,
"loss": 24.7845,
"step": 12
},
{
"epoch": 0.021389274512828422,
"grad_norm": 32.3269157409668,
"learning_rate": 8.883279133655399e-05,
"loss": 16.2157,
"step": 13
},
{
"epoch": 0.023034603321507533,
"grad_norm": 6.595750331878662,
"learning_rate": 8.681980515339464e-05,
"loss": 1.6754,
"step": 14
},
{
"epoch": 0.02467993213018664,
"grad_norm": 4.476025581359863,
"learning_rate": 8.467056167950311e-05,
"loss": 1.4852,
"step": 15
},
{
"epoch": 0.026325260938865752,
"grad_norm": 3.3909082412719727,
"learning_rate": 8.239426430539243e-05,
"loss": 1.2812,
"step": 16
},
{
"epoch": 0.02797058974754486,
"grad_norm": 3.04364275932312,
"learning_rate": 8.000066048588211e-05,
"loss": 1.224,
"step": 17
},
{
"epoch": 0.02961591855622397,
"grad_norm": 2.1135096549987793,
"learning_rate": 7.75e-05,
"loss": 1.2866,
"step": 18
},
{
"epoch": 0.03126124736490308,
"grad_norm": 1.528654932975769,
"learning_rate": 7.490299105985507e-05,
"loss": 1.3186,
"step": 19
},
{
"epoch": 0.03290657617358219,
"grad_norm": 7.454995632171631,
"learning_rate": 7.222075445642904e-05,
"loss": 1.7653,
"step": 20
},
{
"epoch": 0.0345519049822613,
"grad_norm": 2.611647844314575,
"learning_rate": 6.946477593864228e-05,
"loss": 2.2766,
"step": 21
},
{
"epoch": 0.036197233790940406,
"grad_norm": 5.667532444000244,
"learning_rate": 6.664685702961344e-05,
"loss": 4.3051,
"step": 22
},
{
"epoch": 0.03784256259961952,
"grad_norm": 14.412378311157227,
"learning_rate": 6.377906449072578e-05,
"loss": 8.8846,
"step": 23
},
{
"epoch": 0.03948789140829863,
"grad_norm": 33.06006622314453,
"learning_rate": 6.087367864990233e-05,
"loss": 14.0859,
"step": 24
},
{
"epoch": 0.04113322021697774,
"grad_norm": 29.786027908325195,
"learning_rate": 5.794314081535644e-05,
"loss": 16.3331,
"step": 25
},
{
"epoch": 0.04113322021697774,
"eval_loss": 0.10174055397510529,
"eval_runtime": 8.2589,
"eval_samples_per_second": 6.054,
"eval_steps_per_second": 1.574,
"step": 25
},
{
"epoch": 0.042778549025656844,
"grad_norm": 0.891169011592865,
"learning_rate": 5.500000000000001e-05,
"loss": 0.5517,
"step": 26
},
{
"epoch": 0.044423877834335955,
"grad_norm": 0.7230943441390991,
"learning_rate": 5.205685918464356e-05,
"loss": 0.6284,
"step": 27
},
{
"epoch": 0.046069206643015066,
"grad_norm": 0.6296717524528503,
"learning_rate": 4.912632135009769e-05,
"loss": 0.6151,
"step": 28
},
{
"epoch": 0.04771453545169418,
"grad_norm": 0.5857284665107727,
"learning_rate": 4.6220935509274235e-05,
"loss": 0.6614,
"step": 29
},
{
"epoch": 0.04935986426037328,
"grad_norm": 0.654015064239502,
"learning_rate": 4.3353142970386564e-05,
"loss": 0.809,
"step": 30
},
{
"epoch": 0.05100519306905239,
"grad_norm": 0.729507565498352,
"learning_rate": 4.053522406135775e-05,
"loss": 0.9166,
"step": 31
},
{
"epoch": 0.052650521877731504,
"grad_norm": 0.8457760214805603,
"learning_rate": 3.777924554357096e-05,
"loss": 1.1044,
"step": 32
},
{
"epoch": 0.054295850686410616,
"grad_norm": 1.332365870475769,
"learning_rate": 3.509700894014496e-05,
"loss": 1.5837,
"step": 33
},
{
"epoch": 0.05594117949508972,
"grad_norm": 2.186558961868286,
"learning_rate": 3.250000000000001e-05,
"loss": 2.5722,
"step": 34
},
{
"epoch": 0.05758650830376883,
"grad_norm": 8.118924140930176,
"learning_rate": 2.9999339514117912e-05,
"loss": 6.0169,
"step": 35
},
{
"epoch": 0.05923183711244794,
"grad_norm": 10.122238159179688,
"learning_rate": 2.760573569460757e-05,
"loss": 10.1049,
"step": 36
},
{
"epoch": 0.060877165921127054,
"grad_norm": 11.095065116882324,
"learning_rate": 2.53294383204969e-05,
"loss": 11.9234,
"step": 37
},
{
"epoch": 0.06252249472980616,
"grad_norm": 15.164539337158203,
"learning_rate": 2.3180194846605367e-05,
"loss": 8.3837,
"step": 38
},
{
"epoch": 0.06416782353848527,
"grad_norm": 0.9335575103759766,
"learning_rate": 2.1167208663446025e-05,
"loss": 0.4713,
"step": 39
},
{
"epoch": 0.06581315234716438,
"grad_norm": 0.951163649559021,
"learning_rate": 1.9299099686894423e-05,
"loss": 0.5083,
"step": 40
},
{
"epoch": 0.06745848115584349,
"grad_norm": 1.1648244857788086,
"learning_rate": 1.758386744638546e-05,
"loss": 0.5451,
"step": 41
},
{
"epoch": 0.0691038099645226,
"grad_norm": 0.5956860780715942,
"learning_rate": 1.602885682970026e-05,
"loss": 0.6876,
"step": 42
},
{
"epoch": 0.0707491387732017,
"grad_norm": 1.2150315046310425,
"learning_rate": 1.464072663102903e-05,
"loss": 0.8026,
"step": 43
},
{
"epoch": 0.07239446758188081,
"grad_norm": 1.453965663909912,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.9668,
"step": 44
},
{
"epoch": 0.07403979639055992,
"grad_norm": 2.6636314392089844,
"learning_rate": 1.2388144172720251e-05,
"loss": 1.3575,
"step": 45
},
{
"epoch": 0.07568512519923903,
"grad_norm": 3.017009735107422,
"learning_rate": 1.1533337816991932e-05,
"loss": 1.7308,
"step": 46
},
{
"epoch": 0.07733045400791815,
"grad_norm": 4.661072254180908,
"learning_rate": 1.0864662381854632e-05,
"loss": 3.6012,
"step": 47
},
{
"epoch": 0.07897578281659726,
"grad_norm": 8.242691040039062,
"learning_rate": 1.0384981238178534e-05,
"loss": 8.213,
"step": 48
},
{
"epoch": 0.08062111162527637,
"grad_norm": 11.560867309570312,
"learning_rate": 1.0096348454262845e-05,
"loss": 11.5814,
"step": 49
},
{
"epoch": 0.08226644043395548,
"grad_norm": 18.662717819213867,
"learning_rate": 1e-05,
"loss": 13.808,
"step": 50
},
{
"epoch": 0.08226644043395548,
"eval_loss": 0.08922764658927917,
"eval_runtime": 8.2665,
"eval_samples_per_second": 6.048,
"eval_steps_per_second": 1.573,
"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": 6.570658412877578e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}