farmery's picture
Training in progress, step 50, checkpoint
ea6b22b verified
raw
history blame
10.1 kB
{
"best_metric": 0.5474712252616882,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 2.849122807017544,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.056140350877192984,
"grad_norm": 48.57777404785156,
"learning_rate": 5e-05,
"loss": 6.6579,
"step": 1
},
{
"epoch": 0.056140350877192984,
"eval_loss": 6.74901008605957,
"eval_runtime": 1.0992,
"eval_samples_per_second": 45.488,
"eval_steps_per_second": 11.827,
"step": 1
},
{
"epoch": 0.11228070175438597,
"grad_norm": 47.00796890258789,
"learning_rate": 0.0001,
"loss": 6.7391,
"step": 2
},
{
"epoch": 0.16842105263157894,
"grad_norm": 33.626976013183594,
"learning_rate": 9.990365154573717e-05,
"loss": 3.6924,
"step": 3
},
{
"epoch": 0.22456140350877193,
"grad_norm": 11.591245651245117,
"learning_rate": 9.961501876182148e-05,
"loss": 1.1897,
"step": 4
},
{
"epoch": 0.2807017543859649,
"grad_norm": 6.829763889312744,
"learning_rate": 9.913533761814537e-05,
"loss": 0.6814,
"step": 5
},
{
"epoch": 0.3368421052631579,
"grad_norm": 20.96088409423828,
"learning_rate": 9.846666218300807e-05,
"loss": 0.8488,
"step": 6
},
{
"epoch": 0.3929824561403509,
"grad_norm": 2.328688621520996,
"learning_rate": 9.761185582727977e-05,
"loss": 0.5832,
"step": 7
},
{
"epoch": 0.44912280701754387,
"grad_norm": 1.939924716949463,
"learning_rate": 9.657457896300791e-05,
"loss": 0.575,
"step": 8
},
{
"epoch": 0.5052631578947369,
"grad_norm": 1.6199500560760498,
"learning_rate": 9.535927336897098e-05,
"loss": 0.585,
"step": 9
},
{
"epoch": 0.5614035087719298,
"grad_norm": 0.6787525415420532,
"learning_rate": 9.397114317029975e-05,
"loss": 0.5614,
"step": 10
},
{
"epoch": 0.6175438596491228,
"grad_norm": 0.8290811777114868,
"learning_rate": 9.241613255361455e-05,
"loss": 0.5661,
"step": 11
},
{
"epoch": 0.6736842105263158,
"grad_norm": 0.20235224068164825,
"learning_rate": 9.070090031310558e-05,
"loss": 0.5513,
"step": 12
},
{
"epoch": 0.7298245614035088,
"grad_norm": 0.148473858833313,
"learning_rate": 8.883279133655399e-05,
"loss": 0.5504,
"step": 13
},
{
"epoch": 0.7859649122807018,
"grad_norm": 0.22677071392536163,
"learning_rate": 8.681980515339464e-05,
"loss": 0.5454,
"step": 14
},
{
"epoch": 0.8421052631578947,
"grad_norm": 0.26962289214134216,
"learning_rate": 8.467056167950311e-05,
"loss": 0.5485,
"step": 15
},
{
"epoch": 0.8982456140350877,
"grad_norm": 0.17206503450870514,
"learning_rate": 8.239426430539243e-05,
"loss": 0.5437,
"step": 16
},
{
"epoch": 0.9543859649122807,
"grad_norm": 0.3968896269798279,
"learning_rate": 8.000066048588211e-05,
"loss": 0.5546,
"step": 17
},
{
"epoch": 1.0315789473684212,
"grad_norm": 0.46319472789764404,
"learning_rate": 7.75e-05,
"loss": 0.8464,
"step": 18
},
{
"epoch": 1.087719298245614,
"grad_norm": 0.3382393717765808,
"learning_rate": 7.490299105985507e-05,
"loss": 0.5309,
"step": 19
},
{
"epoch": 1.143859649122807,
"grad_norm": 0.4685853123664856,
"learning_rate": 7.222075445642904e-05,
"loss": 0.543,
"step": 20
},
{
"epoch": 1.2,
"grad_norm": 0.6385741829872131,
"learning_rate": 6.946477593864228e-05,
"loss": 0.5374,
"step": 21
},
{
"epoch": 1.256140350877193,
"grad_norm": 0.9591385722160339,
"learning_rate": 6.664685702961344e-05,
"loss": 0.5331,
"step": 22
},
{
"epoch": 1.312280701754386,
"grad_norm": 1.3898637294769287,
"learning_rate": 6.377906449072578e-05,
"loss": 0.5215,
"step": 23
},
{
"epoch": 1.368421052631579,
"grad_norm": 2.8904006481170654,
"learning_rate": 6.087367864990233e-05,
"loss": 0.5049,
"step": 24
},
{
"epoch": 1.424561403508772,
"grad_norm": 3.769226312637329,
"learning_rate": 5.794314081535644e-05,
"loss": 0.5675,
"step": 25
},
{
"epoch": 1.424561403508772,
"eval_loss": 0.5474712252616882,
"eval_runtime": 1.0993,
"eval_samples_per_second": 45.485,
"eval_steps_per_second": 11.826,
"step": 25
},
{
"epoch": 1.4807017543859649,
"grad_norm": 1.2373392581939697,
"learning_rate": 5.500000000000001e-05,
"loss": 0.484,
"step": 26
},
{
"epoch": 1.5368421052631578,
"grad_norm": 1.2246801853179932,
"learning_rate": 5.205685918464356e-05,
"loss": 0.5089,
"step": 27
},
{
"epoch": 1.592982456140351,
"grad_norm": 5.694296836853027,
"learning_rate": 4.912632135009769e-05,
"loss": 0.5521,
"step": 28
},
{
"epoch": 1.6491228070175439,
"grad_norm": 4.855273723602295,
"learning_rate": 4.6220935509274235e-05,
"loss": 0.5784,
"step": 29
},
{
"epoch": 1.7052631578947368,
"grad_norm": 1.6988043785095215,
"learning_rate": 4.3353142970386564e-05,
"loss": 0.5402,
"step": 30
},
{
"epoch": 1.76140350877193,
"grad_norm": 0.37333518266677856,
"learning_rate": 4.053522406135775e-05,
"loss": 0.5372,
"step": 31
},
{
"epoch": 1.8175438596491227,
"grad_norm": 0.3897054195404053,
"learning_rate": 3.777924554357096e-05,
"loss": 0.5294,
"step": 32
},
{
"epoch": 1.8736842105263158,
"grad_norm": 0.3769664466381073,
"learning_rate": 3.509700894014496e-05,
"loss": 0.5232,
"step": 33
},
{
"epoch": 1.9298245614035088,
"grad_norm": 0.3648321330547333,
"learning_rate": 3.250000000000001e-05,
"loss": 0.5266,
"step": 34
},
{
"epoch": 2.007017543859649,
"grad_norm": 0.6096442937850952,
"learning_rate": 2.9999339514117912e-05,
"loss": 0.8266,
"step": 35
},
{
"epoch": 2.0631578947368423,
"grad_norm": 0.630775511264801,
"learning_rate": 2.760573569460757e-05,
"loss": 0.5151,
"step": 36
},
{
"epoch": 2.119298245614035,
"grad_norm": 0.6183218359947205,
"learning_rate": 2.53294383204969e-05,
"loss": 0.51,
"step": 37
},
{
"epoch": 2.175438596491228,
"grad_norm": 0.7393589019775391,
"learning_rate": 2.3180194846605367e-05,
"loss": 0.499,
"step": 38
},
{
"epoch": 2.231578947368421,
"grad_norm": 1.0172677040100098,
"learning_rate": 2.1167208663446025e-05,
"loss": 0.4687,
"step": 39
},
{
"epoch": 2.287719298245614,
"grad_norm": 1.1205629110336304,
"learning_rate": 1.9299099686894423e-05,
"loss": 0.4881,
"step": 40
},
{
"epoch": 2.343859649122807,
"grad_norm": 1.283227801322937,
"learning_rate": 1.758386744638546e-05,
"loss": 0.4856,
"step": 41
},
{
"epoch": 2.4,
"grad_norm": 2.2868361473083496,
"learning_rate": 1.602885682970026e-05,
"loss": 0.4732,
"step": 42
},
{
"epoch": 2.456140350877193,
"grad_norm": 2.0381109714508057,
"learning_rate": 1.464072663102903e-05,
"loss": 0.448,
"step": 43
},
{
"epoch": 2.512280701754386,
"grad_norm": 2.1232497692108154,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.4969,
"step": 44
},
{
"epoch": 2.568421052631579,
"grad_norm": 2.6984243392944336,
"learning_rate": 1.2388144172720251e-05,
"loss": 0.4528,
"step": 45
},
{
"epoch": 2.624561403508772,
"grad_norm": 2.359876871109009,
"learning_rate": 1.1533337816991932e-05,
"loss": 0.474,
"step": 46
},
{
"epoch": 2.680701754385965,
"grad_norm": 2.875005006790161,
"learning_rate": 1.0864662381854632e-05,
"loss": 0.3875,
"step": 47
},
{
"epoch": 2.736842105263158,
"grad_norm": 1.8744059801101685,
"learning_rate": 1.0384981238178534e-05,
"loss": 0.3585,
"step": 48
},
{
"epoch": 2.7929824561403507,
"grad_norm": 3.156296730041504,
"learning_rate": 1.0096348454262845e-05,
"loss": 0.4208,
"step": 49
},
{
"epoch": 2.849122807017544,
"grad_norm": 2.5855393409729004,
"learning_rate": 1e-05,
"loss": 0.3564,
"step": 50
},
{
"epoch": 2.849122807017544,
"eval_loss": 0.5512737035751343,
"eval_runtime": 1.0976,
"eval_samples_per_second": 45.555,
"eval_steps_per_second": 11.844,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.62480894509056e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}