|
{ |
|
"best_metric": 0.46706730127334595, |
|
"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": 3.5658681392669678, |
|
"learning_rate": 5e-05, |
|
"loss": 4.02, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.05970149253731343, |
|
"eval_loss": 4.0691962242126465, |
|
"eval_runtime": 1.0155, |
|
"eval_samples_per_second": 49.236, |
|
"eval_steps_per_second": 12.801, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.11940298507462686, |
|
"grad_norm": 3.6752662658691406, |
|
"learning_rate": 0.0001, |
|
"loss": 4.0386, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.1791044776119403, |
|
"grad_norm": 3.4304988384246826, |
|
"learning_rate": 9.990365154573717e-05, |
|
"loss": 3.934, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.23880597014925373, |
|
"grad_norm": 3.4331161975860596, |
|
"learning_rate": 9.961501876182148e-05, |
|
"loss": 3.4025, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.29850746268656714, |
|
"grad_norm": 2.86146879196167, |
|
"learning_rate": 9.913533761814537e-05, |
|
"loss": 2.933, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.3582089552238806, |
|
"grad_norm": 3.29848575592041, |
|
"learning_rate": 9.846666218300807e-05, |
|
"loss": 2.5313, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.417910447761194, |
|
"grad_norm": 3.4076099395751953, |
|
"learning_rate": 9.761185582727977e-05, |
|
"loss": 2.1612, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.47761194029850745, |
|
"grad_norm": 3.4900922775268555, |
|
"learning_rate": 9.657457896300791e-05, |
|
"loss": 1.7945, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.5373134328358209, |
|
"grad_norm": 3.1352570056915283, |
|
"learning_rate": 9.535927336897098e-05, |
|
"loss": 1.592, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.5970149253731343, |
|
"grad_norm": 2.8966023921966553, |
|
"learning_rate": 9.397114317029975e-05, |
|
"loss": 1.3648, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.6567164179104478, |
|
"grad_norm": 2.6492793560028076, |
|
"learning_rate": 9.241613255361455e-05, |
|
"loss": 1.1024, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.7164179104477612, |
|
"grad_norm": 2.408184766769409, |
|
"learning_rate": 9.070090031310558e-05, |
|
"loss": 1.0192, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.7761194029850746, |
|
"grad_norm": 2.837423086166382, |
|
"learning_rate": 8.883279133655399e-05, |
|
"loss": 1.0637, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.835820895522388, |
|
"grad_norm": 2.4028074741363525, |
|
"learning_rate": 8.681980515339464e-05, |
|
"loss": 0.9924, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.8955223880597015, |
|
"grad_norm": 2.0693113803863525, |
|
"learning_rate": 8.467056167950311e-05, |
|
"loss": 0.8807, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.9552238805970149, |
|
"grad_norm": 2.3545737266540527, |
|
"learning_rate": 8.239426430539243e-05, |
|
"loss": 0.8494, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 1.0149253731343284, |
|
"grad_norm": 2.4344043731689453, |
|
"learning_rate": 8.000066048588211e-05, |
|
"loss": 1.0704, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 1.0746268656716418, |
|
"grad_norm": 1.97946035861969, |
|
"learning_rate": 7.75e-05, |
|
"loss": 0.8242, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 1.1343283582089552, |
|
"grad_norm": 1.3914319276809692, |
|
"learning_rate": 7.490299105985507e-05, |
|
"loss": 0.7583, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 1.1940298507462686, |
|
"grad_norm": 1.658143401145935, |
|
"learning_rate": 7.222075445642904e-05, |
|
"loss": 0.7018, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.2537313432835822, |
|
"grad_norm": 1.53111732006073, |
|
"learning_rate": 6.946477593864228e-05, |
|
"loss": 0.7096, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 1.3134328358208955, |
|
"grad_norm": 1.038472056388855, |
|
"learning_rate": 6.664685702961344e-05, |
|
"loss": 0.6786, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 1.373134328358209, |
|
"grad_norm": 0.9662055373191833, |
|
"learning_rate": 6.377906449072578e-05, |
|
"loss": 0.6339, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 1.4328358208955223, |
|
"grad_norm": 1.0910096168518066, |
|
"learning_rate": 6.087367864990233e-05, |
|
"loss": 0.6243, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 1.4925373134328357, |
|
"grad_norm": 1.071887493133545, |
|
"learning_rate": 5.794314081535644e-05, |
|
"loss": 0.6414, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.4925373134328357, |
|
"eval_loss": 0.6234197616577148, |
|
"eval_runtime": 0.5477, |
|
"eval_samples_per_second": 91.288, |
|
"eval_steps_per_second": 23.735, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.5522388059701493, |
|
"grad_norm": 1.2679883241653442, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 0.6249, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.6119402985074627, |
|
"grad_norm": 1.1665154695510864, |
|
"learning_rate": 5.205685918464356e-05, |
|
"loss": 0.6001, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.671641791044776, |
|
"grad_norm": 1.2832471132278442, |
|
"learning_rate": 4.912632135009769e-05, |
|
"loss": 0.5607, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.7313432835820897, |
|
"grad_norm": 1.2532341480255127, |
|
"learning_rate": 4.6220935509274235e-05, |
|
"loss": 0.605, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.7910447761194028, |
|
"grad_norm": 0.9181452989578247, |
|
"learning_rate": 4.3353142970386564e-05, |
|
"loss": 0.5312, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.8507462686567164, |
|
"grad_norm": 1.0095727443695068, |
|
"learning_rate": 4.053522406135775e-05, |
|
"loss": 0.5491, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.9104477611940298, |
|
"grad_norm": 1.0146640539169312, |
|
"learning_rate": 3.777924554357096e-05, |
|
"loss": 0.4843, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.9701492537313432, |
|
"grad_norm": 1.0201386213302612, |
|
"learning_rate": 3.509700894014496e-05, |
|
"loss": 0.5598, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 2.029850746268657, |
|
"grad_norm": 1.2566463947296143, |
|
"learning_rate": 3.250000000000001e-05, |
|
"loss": 0.5806, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 2.08955223880597, |
|
"grad_norm": 1.1451953649520874, |
|
"learning_rate": 2.9999339514117912e-05, |
|
"loss": 0.5185, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 2.1492537313432836, |
|
"grad_norm": 1.1555943489074707, |
|
"learning_rate": 2.760573569460757e-05, |
|
"loss": 0.4616, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 2.208955223880597, |
|
"grad_norm": 1.0790717601776123, |
|
"learning_rate": 2.53294383204969e-05, |
|
"loss": 0.4342, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 2.2686567164179103, |
|
"grad_norm": 0.8986020088195801, |
|
"learning_rate": 2.3180194846605367e-05, |
|
"loss": 0.4887, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 2.328358208955224, |
|
"grad_norm": 0.936444878578186, |
|
"learning_rate": 2.1167208663446025e-05, |
|
"loss": 0.4496, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 2.388059701492537, |
|
"grad_norm": 0.9543986916542053, |
|
"learning_rate": 1.9299099686894423e-05, |
|
"loss": 0.4424, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.4477611940298507, |
|
"grad_norm": 1.245566725730896, |
|
"learning_rate": 1.758386744638546e-05, |
|
"loss": 0.4677, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 2.5074626865671643, |
|
"grad_norm": 0.9546048641204834, |
|
"learning_rate": 1.602885682970026e-05, |
|
"loss": 0.4777, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 2.5671641791044775, |
|
"grad_norm": 0.859067440032959, |
|
"learning_rate": 1.464072663102903e-05, |
|
"loss": 0.4685, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 2.626865671641791, |
|
"grad_norm": 0.9560415148735046, |
|
"learning_rate": 1.3425421036992098e-05, |
|
"loss": 0.4458, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 2.6865671641791042, |
|
"grad_norm": 1.2271660566329956, |
|
"learning_rate": 1.2388144172720251e-05, |
|
"loss": 0.4315, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 2.746268656716418, |
|
"grad_norm": 1.0750199556350708, |
|
"learning_rate": 1.1533337816991932e-05, |
|
"loss": 0.4651, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 2.8059701492537314, |
|
"grad_norm": 1.072292685508728, |
|
"learning_rate": 1.0864662381854632e-05, |
|
"loss": 0.4574, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 2.8656716417910446, |
|
"grad_norm": 0.9041290283203125, |
|
"learning_rate": 1.0384981238178534e-05, |
|
"loss": 0.4365, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 2.925373134328358, |
|
"grad_norm": 0.9276415109634399, |
|
"learning_rate": 1.0096348454262845e-05, |
|
"loss": 0.4438, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 2.9850746268656714, |
|
"grad_norm": 0.9930983781814575, |
|
"learning_rate": 1e-05, |
|
"loss": 0.5146, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.9850746268656714, |
|
"eval_loss": 0.46706730127334595, |
|
"eval_runtime": 0.5399, |
|
"eval_samples_per_second": 92.605, |
|
"eval_steps_per_second": 24.077, |
|
"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 |
|
} |
|
|