|
{ |
|
"best_metric": 0.46879878640174866, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 2.9850746268656714, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.05970149253731343, |
|
"grad_norm": 3.4969444274902344, |
|
"learning_rate": 5e-05, |
|
"loss": 4.0203, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.05970149253731343, |
|
"eval_loss": 4.0696187019348145, |
|
"eval_runtime": 1.4729, |
|
"eval_samples_per_second": 33.947, |
|
"eval_steps_per_second": 8.826, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.11940298507462686, |
|
"grad_norm": 3.6559250354766846, |
|
"learning_rate": 0.0001, |
|
"loss": 4.0385, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.1791044776119403, |
|
"grad_norm": 3.5034873485565186, |
|
"learning_rate": 9.990365154573717e-05, |
|
"loss": 3.9289, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.23880597014925373, |
|
"grad_norm": 3.403470754623413, |
|
"learning_rate": 9.961501876182148e-05, |
|
"loss": 3.388, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.29850746268656714, |
|
"grad_norm": 2.9451396465301514, |
|
"learning_rate": 9.913533761814537e-05, |
|
"loss": 2.9146, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.3582089552238806, |
|
"grad_norm": 3.2620737552642822, |
|
"learning_rate": 9.846666218300807e-05, |
|
"loss": 2.5116, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.417910447761194, |
|
"grad_norm": 3.4186899662017822, |
|
"learning_rate": 9.761185582727977e-05, |
|
"loss": 2.1342, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.47761194029850745, |
|
"grad_norm": 3.5180110931396484, |
|
"learning_rate": 9.657457896300791e-05, |
|
"loss": 1.7708, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.5373134328358209, |
|
"grad_norm": 3.15236234664917, |
|
"learning_rate": 9.535927336897098e-05, |
|
"loss": 1.5748, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.5970149253731343, |
|
"grad_norm": 2.916743278503418, |
|
"learning_rate": 9.397114317029975e-05, |
|
"loss": 1.3533, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.6567164179104478, |
|
"grad_norm": 2.617918014526367, |
|
"learning_rate": 9.241613255361455e-05, |
|
"loss": 1.0945, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.7164179104477612, |
|
"grad_norm": 2.6230955123901367, |
|
"learning_rate": 9.070090031310558e-05, |
|
"loss": 1.0196, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.7761194029850746, |
|
"grad_norm": 2.837193012237549, |
|
"learning_rate": 8.883279133655399e-05, |
|
"loss": 1.0562, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.835820895522388, |
|
"grad_norm": 2.3078386783599854, |
|
"learning_rate": 8.681980515339464e-05, |
|
"loss": 0.9869, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.8955223880597015, |
|
"grad_norm": 2.06661057472229, |
|
"learning_rate": 8.467056167950311e-05, |
|
"loss": 0.8797, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.9552238805970149, |
|
"grad_norm": 2.422396421432495, |
|
"learning_rate": 8.239426430539243e-05, |
|
"loss": 0.8551, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 1.0149253731343284, |
|
"grad_norm": 2.36983585357666, |
|
"learning_rate": 8.000066048588211e-05, |
|
"loss": 1.0677, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 1.0746268656716418, |
|
"grad_norm": 1.9366710186004639, |
|
"learning_rate": 7.75e-05, |
|
"loss": 0.8165, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 1.1343283582089552, |
|
"grad_norm": 1.3156859874725342, |
|
"learning_rate": 7.490299105985507e-05, |
|
"loss": 0.7562, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 1.1940298507462686, |
|
"grad_norm": 1.8956644535064697, |
|
"learning_rate": 7.222075445642904e-05, |
|
"loss": 0.7083, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.2537313432835822, |
|
"grad_norm": 1.5644067525863647, |
|
"learning_rate": 6.946477593864228e-05, |
|
"loss": 0.7084, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 1.3134328358208955, |
|
"grad_norm": 1.1243278980255127, |
|
"learning_rate": 6.664685702961344e-05, |
|
"loss": 0.6813, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 1.373134328358209, |
|
"grad_norm": 0.9743745923042297, |
|
"learning_rate": 6.377906449072578e-05, |
|
"loss": 0.6329, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 1.4328358208955223, |
|
"grad_norm": 1.0701549053192139, |
|
"learning_rate": 6.087367864990233e-05, |
|
"loss": 0.6253, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 1.4925373134328357, |
|
"grad_norm": 1.0772173404693604, |
|
"learning_rate": 5.794314081535644e-05, |
|
"loss": 0.6433, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.4925373134328357, |
|
"eval_loss": 0.622530996799469, |
|
"eval_runtime": 0.9645, |
|
"eval_samples_per_second": 51.839, |
|
"eval_steps_per_second": 13.478, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.5522388059701493, |
|
"grad_norm": 1.2284759283065796, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 0.6242, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.6119402985074627, |
|
"grad_norm": 1.1227284669876099, |
|
"learning_rate": 5.205685918464356e-05, |
|
"loss": 0.5985, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.671641791044776, |
|
"grad_norm": 1.330870509147644, |
|
"learning_rate": 4.912632135009769e-05, |
|
"loss": 0.563, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.7313432835820897, |
|
"grad_norm": 1.2725169658660889, |
|
"learning_rate": 4.6220935509274235e-05, |
|
"loss": 0.6058, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.7910447761194028, |
|
"grad_norm": 0.9444494247436523, |
|
"learning_rate": 4.3353142970386564e-05, |
|
"loss": 0.5344, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.8507462686567164, |
|
"grad_norm": 1.003670573234558, |
|
"learning_rate": 4.053522406135775e-05, |
|
"loss": 0.5498, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.9104477611940298, |
|
"grad_norm": 0.9227081537246704, |
|
"learning_rate": 3.777924554357096e-05, |
|
"loss": 0.4844, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.9701492537313432, |
|
"grad_norm": 0.98988276720047, |
|
"learning_rate": 3.509700894014496e-05, |
|
"loss": 0.5589, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 2.029850746268657, |
|
"grad_norm": 1.2500901222229004, |
|
"learning_rate": 3.250000000000001e-05, |
|
"loss": 0.5848, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 2.08955223880597, |
|
"grad_norm": 1.1457059383392334, |
|
"learning_rate": 2.9999339514117912e-05, |
|
"loss": 0.5207, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 2.1492537313432836, |
|
"grad_norm": 1.111443281173706, |
|
"learning_rate": 2.760573569460757e-05, |
|
"loss": 0.4604, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 2.208955223880597, |
|
"grad_norm": 1.067543625831604, |
|
"learning_rate": 2.53294383204969e-05, |
|
"loss": 0.4344, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 2.2686567164179103, |
|
"grad_norm": 0.8861973881721497, |
|
"learning_rate": 2.3180194846605367e-05, |
|
"loss": 0.4895, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 2.328358208955224, |
|
"grad_norm": 0.9545814394950867, |
|
"learning_rate": 2.1167208663446025e-05, |
|
"loss": 0.4499, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 2.388059701492537, |
|
"grad_norm": 1.0408685207366943, |
|
"learning_rate": 1.9299099686894423e-05, |
|
"loss": 0.4442, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.4477611940298507, |
|
"grad_norm": 1.24673593044281, |
|
"learning_rate": 1.758386744638546e-05, |
|
"loss": 0.469, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 2.5074626865671643, |
|
"grad_norm": 0.9520359635353088, |
|
"learning_rate": 1.602885682970026e-05, |
|
"loss": 0.4764, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 2.5671641791044775, |
|
"grad_norm": 0.8973754644393921, |
|
"learning_rate": 1.464072663102903e-05, |
|
"loss": 0.4698, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 2.626865671641791, |
|
"grad_norm": 0.9955081343650818, |
|
"learning_rate": 1.3425421036992098e-05, |
|
"loss": 0.4454, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 2.6865671641791042, |
|
"grad_norm": 1.2142070531845093, |
|
"learning_rate": 1.2388144172720251e-05, |
|
"loss": 0.4314, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 2.746268656716418, |
|
"grad_norm": 1.1162165403366089, |
|
"learning_rate": 1.1533337816991932e-05, |
|
"loss": 0.4658, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 2.8059701492537314, |
|
"grad_norm": 1.1647312641143799, |
|
"learning_rate": 1.0864662381854632e-05, |
|
"loss": 0.4592, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 2.8656716417910446, |
|
"grad_norm": 0.9554238319396973, |
|
"learning_rate": 1.0384981238178534e-05, |
|
"loss": 0.4353, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 2.925373134328358, |
|
"grad_norm": 0.9301491379737854, |
|
"learning_rate": 1.0096348454262845e-05, |
|
"loss": 0.445, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 2.9850746268656714, |
|
"grad_norm": 0.990142285823822, |
|
"learning_rate": 1e-05, |
|
"loss": 0.5118, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.9850746268656714, |
|
"eval_loss": 0.46879878640174866, |
|
"eval_runtime": 0.9571, |
|
"eval_samples_per_second": 52.242, |
|
"eval_steps_per_second": 13.583, |
|
"step": 50 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 50, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"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": 7.83042868150272e+16, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|