|
{ |
|
"best_metric": 2.524803876876831, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 0.9975062344139651, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.0199501246882793, |
|
"grad_norm": 45.49735641479492, |
|
"learning_rate": 5e-05, |
|
"loss": 53.0963, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.0199501246882793, |
|
"eval_loss": 6.295931816101074, |
|
"eval_runtime": 4.7388, |
|
"eval_samples_per_second": 10.551, |
|
"eval_steps_per_second": 2.743, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.0399002493765586, |
|
"grad_norm": 69.68228912353516, |
|
"learning_rate": 0.0001, |
|
"loss": 80.9094, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.059850374064837904, |
|
"grad_norm": 82.03534698486328, |
|
"learning_rate": 9.990365154573717e-05, |
|
"loss": 90.1925, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.0798004987531172, |
|
"grad_norm": 67.20115661621094, |
|
"learning_rate": 9.961501876182148e-05, |
|
"loss": 79.4407, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.09975062344139651, |
|
"grad_norm": 56.21864700317383, |
|
"learning_rate": 9.913533761814537e-05, |
|
"loss": 77.7849, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.11970074812967581, |
|
"grad_norm": 51.309059143066406, |
|
"learning_rate": 9.846666218300807e-05, |
|
"loss": 69.1449, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.1396508728179551, |
|
"grad_norm": 54.87021255493164, |
|
"learning_rate": 9.761185582727977e-05, |
|
"loss": 65.2283, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.1596009975062344, |
|
"grad_norm": 52.90449142456055, |
|
"learning_rate": 9.657457896300791e-05, |
|
"loss": 60.9675, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.17955112219451372, |
|
"grad_norm": 47.95082092285156, |
|
"learning_rate": 9.535927336897098e-05, |
|
"loss": 53.2583, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.19950124688279303, |
|
"grad_norm": 50.49687576293945, |
|
"learning_rate": 9.397114317029975e-05, |
|
"loss": 52.856, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.2194513715710723, |
|
"grad_norm": 66.57158660888672, |
|
"learning_rate": 9.241613255361455e-05, |
|
"loss": 46.9209, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.23940149625935161, |
|
"grad_norm": 88.94745635986328, |
|
"learning_rate": 9.070090031310558e-05, |
|
"loss": 51.286, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.2593516209476309, |
|
"grad_norm": 141.8347930908203, |
|
"learning_rate": 8.883279133655399e-05, |
|
"loss": 56.7859, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.2793017456359102, |
|
"grad_norm": 143.94796752929688, |
|
"learning_rate": 8.681980515339464e-05, |
|
"loss": 58.1637, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.29925187032418954, |
|
"grad_norm": 75.26687622070312, |
|
"learning_rate": 8.467056167950311e-05, |
|
"loss": 53.1067, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.3192019950124688, |
|
"grad_norm": 46.707462310791016, |
|
"learning_rate": 8.239426430539243e-05, |
|
"loss": 50.0477, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.33915211970074816, |
|
"grad_norm": 36.482765197753906, |
|
"learning_rate": 8.000066048588211e-05, |
|
"loss": 51.0176, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.35910224438902744, |
|
"grad_norm": 36.98707962036133, |
|
"learning_rate": 7.75e-05, |
|
"loss": 45.1953, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.3790523690773067, |
|
"grad_norm": 41.583335876464844, |
|
"learning_rate": 7.490299105985507e-05, |
|
"loss": 46.8739, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.39900249376558605, |
|
"grad_norm": 42.5671272277832, |
|
"learning_rate": 7.222075445642904e-05, |
|
"loss": 46.5591, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.41895261845386533, |
|
"grad_norm": 41.880489349365234, |
|
"learning_rate": 6.946477593864228e-05, |
|
"loss": 41.2506, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.4389027431421446, |
|
"grad_norm": 37.36667251586914, |
|
"learning_rate": 6.664685702961344e-05, |
|
"loss": 42.2529, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.45885286783042395, |
|
"grad_norm": 47.602298736572266, |
|
"learning_rate": 6.377906449072578e-05, |
|
"loss": 43.1833, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.47880299251870323, |
|
"grad_norm": 48.13751220703125, |
|
"learning_rate": 6.087367864990233e-05, |
|
"loss": 42.4669, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.49875311720698257, |
|
"grad_norm": 34.0434684753418, |
|
"learning_rate": 5.794314081535644e-05, |
|
"loss": 41.8652, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.49875311720698257, |
|
"eval_loss": 2.8791680335998535, |
|
"eval_runtime": 5.0723, |
|
"eval_samples_per_second": 9.857, |
|
"eval_steps_per_second": 2.563, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.5187032418952618, |
|
"grad_norm": 97.8256607055664, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 45.9514, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.5386533665835411, |
|
"grad_norm": 77.4750747680664, |
|
"learning_rate": 5.205685918464356e-05, |
|
"loss": 49.0584, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.5586034912718204, |
|
"grad_norm": 82.93704223632812, |
|
"learning_rate": 4.912632135009769e-05, |
|
"loss": 52.5617, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.5785536159600998, |
|
"grad_norm": 80.46338653564453, |
|
"learning_rate": 4.6220935509274235e-05, |
|
"loss": 50.8175, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 0.5985037406483791, |
|
"grad_norm": 71.76152038574219, |
|
"learning_rate": 4.3353142970386564e-05, |
|
"loss": 50.5376, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6184538653366584, |
|
"grad_norm": 59.59098815917969, |
|
"learning_rate": 4.053522406135775e-05, |
|
"loss": 43.2234, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 0.6384039900249376, |
|
"grad_norm": 50.75923538208008, |
|
"learning_rate": 3.777924554357096e-05, |
|
"loss": 47.6493, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 0.6583541147132169, |
|
"grad_norm": 35.34622573852539, |
|
"learning_rate": 3.509700894014496e-05, |
|
"loss": 42.2573, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 0.6783042394014963, |
|
"grad_norm": 31.810007095336914, |
|
"learning_rate": 3.250000000000001e-05, |
|
"loss": 37.8188, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 0.6982543640897756, |
|
"grad_norm": 36.85839080810547, |
|
"learning_rate": 2.9999339514117912e-05, |
|
"loss": 41.3035, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.7182044887780549, |
|
"grad_norm": 74.53050994873047, |
|
"learning_rate": 2.760573569460757e-05, |
|
"loss": 39.4763, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 0.7381546134663342, |
|
"grad_norm": 22.744556427001953, |
|
"learning_rate": 2.53294383204969e-05, |
|
"loss": 39.0481, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 0.7581047381546134, |
|
"grad_norm": 54.96494674682617, |
|
"learning_rate": 2.3180194846605367e-05, |
|
"loss": 37.8641, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 0.7780548628428927, |
|
"grad_norm": 26.874835968017578, |
|
"learning_rate": 2.1167208663446025e-05, |
|
"loss": 40.2222, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 0.7980049875311721, |
|
"grad_norm": 24.924524307250977, |
|
"learning_rate": 1.9299099686894423e-05, |
|
"loss": 40.2855, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.8179551122194514, |
|
"grad_norm": 23.27718162536621, |
|
"learning_rate": 1.758386744638546e-05, |
|
"loss": 43.3991, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 0.8379052369077307, |
|
"grad_norm": 22.71009635925293, |
|
"learning_rate": 1.602885682970026e-05, |
|
"loss": 44.0086, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 0.85785536159601, |
|
"grad_norm": 22.148950576782227, |
|
"learning_rate": 1.464072663102903e-05, |
|
"loss": 43.2824, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 0.8778054862842892, |
|
"grad_norm": 20.373430252075195, |
|
"learning_rate": 1.3425421036992098e-05, |
|
"loss": 42.4885, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 0.8977556109725686, |
|
"grad_norm": 32.94357681274414, |
|
"learning_rate": 1.2388144172720251e-05, |
|
"loss": 42.1664, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.9177057356608479, |
|
"grad_norm": 30.303119659423828, |
|
"learning_rate": 1.1533337816991932e-05, |
|
"loss": 38.0548, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 0.9376558603491272, |
|
"grad_norm": 38.92861557006836, |
|
"learning_rate": 1.0864662381854632e-05, |
|
"loss": 40.9199, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 0.9576059850374065, |
|
"grad_norm": 53.80879211425781, |
|
"learning_rate": 1.0384981238178534e-05, |
|
"loss": 44.9965, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 0.9775561097256857, |
|
"grad_norm": 68.30091094970703, |
|
"learning_rate": 1.0096348454262845e-05, |
|
"loss": 40.5606, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 0.9975062344139651, |
|
"grad_norm": 24.644094467163086, |
|
"learning_rate": 1e-05, |
|
"loss": 37.6299, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9975062344139651, |
|
"eval_loss": 2.524803876876831, |
|
"eval_runtime": 5.0778, |
|
"eval_samples_per_second": 9.847, |
|
"eval_steps_per_second": 2.56, |
|
"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": 1.8310908287647744e+17, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|