|
{ |
|
"best_metric": 0.0873224139213562, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 0.3629764065335753, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.007259528130671506, |
|
"grad_norm": 13.348132133483887, |
|
"learning_rate": 2e-05, |
|
"loss": 7.1805, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.007259528130671506, |
|
"eval_loss": 1.927117109298706, |
|
"eval_runtime": 14.3372, |
|
"eval_samples_per_second": 16.182, |
|
"eval_steps_per_second": 2.023, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.014519056261343012, |
|
"grad_norm": 11.873133659362793, |
|
"learning_rate": 4e-05, |
|
"loss": 7.3831, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.021778584392014518, |
|
"grad_norm": 13.255901336669922, |
|
"learning_rate": 6e-05, |
|
"loss": 6.9679, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.029038112522686024, |
|
"grad_norm": 10.808575630187988, |
|
"learning_rate": 8e-05, |
|
"loss": 6.3027, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.036297640653357534, |
|
"grad_norm": 9.005926132202148, |
|
"learning_rate": 0.0001, |
|
"loss": 6.5192, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.043557168784029036, |
|
"grad_norm": 42.671695709228516, |
|
"learning_rate": 9.987820251299122e-05, |
|
"loss": 4.1781, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.050816696914700546, |
|
"grad_norm": 21.43427848815918, |
|
"learning_rate": 9.951340343707852e-05, |
|
"loss": 3.1873, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.05807622504537205, |
|
"grad_norm": 18.199893951416016, |
|
"learning_rate": 9.890738003669029e-05, |
|
"loss": 1.0368, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.06533575317604355, |
|
"grad_norm": 16.338024139404297, |
|
"learning_rate": 9.806308479691595e-05, |
|
"loss": 1.9834, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.07259528130671507, |
|
"grad_norm": 27.13408851623535, |
|
"learning_rate": 9.698463103929542e-05, |
|
"loss": 3.8154, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.07985480943738657, |
|
"grad_norm": 12.415433883666992, |
|
"learning_rate": 9.567727288213005e-05, |
|
"loss": 2.2718, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.08711433756805807, |
|
"grad_norm": 7.741391658782959, |
|
"learning_rate": 9.414737964294636e-05, |
|
"loss": 2.2994, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.09437386569872959, |
|
"grad_norm": 3.1558408737182617, |
|
"learning_rate": 9.24024048078213e-05, |
|
"loss": 1.1884, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.10163339382940109, |
|
"grad_norm": 7.3041605949401855, |
|
"learning_rate": 9.045084971874738e-05, |
|
"loss": 2.6406, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.1088929219600726, |
|
"grad_norm": 8.467690467834473, |
|
"learning_rate": 8.83022221559489e-05, |
|
"loss": 2.7019, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.1161524500907441, |
|
"grad_norm": 12.13959789276123, |
|
"learning_rate": 8.596699001693255e-05, |
|
"loss": 4.2175, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.12341197822141561, |
|
"grad_norm": 11.324997901916504, |
|
"learning_rate": 8.345653031794292e-05, |
|
"loss": 4.0096, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.1306715063520871, |
|
"grad_norm": 12.869543075561523, |
|
"learning_rate": 8.07830737662829e-05, |
|
"loss": 3.7815, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.13793103448275862, |
|
"grad_norm": 13.819911003112793, |
|
"learning_rate": 7.795964517353735e-05, |
|
"loss": 4.1328, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.14519056261343014, |
|
"grad_norm": 14.06855297088623, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 4.6461, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.15245009074410162, |
|
"grad_norm": 14.941818237304688, |
|
"learning_rate": 7.191855733945387e-05, |
|
"loss": 3.3731, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.15970961887477314, |
|
"grad_norm": 16.980831146240234, |
|
"learning_rate": 6.873032967079561e-05, |
|
"loss": 3.1651, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.16696914700544466, |
|
"grad_norm": 20.803871154785156, |
|
"learning_rate": 6.545084971874738e-05, |
|
"loss": 2.4116, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.17422867513611615, |
|
"grad_norm": 15.249065399169922, |
|
"learning_rate": 6.209609477998338e-05, |
|
"loss": 2.7271, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.18148820326678766, |
|
"grad_norm": 13.850008964538574, |
|
"learning_rate": 5.868240888334653e-05, |
|
"loss": 2.4501, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.18148820326678766, |
|
"eval_loss": 0.2671048045158386, |
|
"eval_runtime": 14.3913, |
|
"eval_samples_per_second": 16.121, |
|
"eval_steps_per_second": 2.015, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.18874773139745918, |
|
"grad_norm": 12.08178997039795, |
|
"learning_rate": 5.522642316338268e-05, |
|
"loss": 0.8011, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.19600725952813067, |
|
"grad_norm": 6.6806440353393555, |
|
"learning_rate": 5.174497483512506e-05, |
|
"loss": 0.6513, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.20326678765880218, |
|
"grad_norm": 5.073172092437744, |
|
"learning_rate": 4.825502516487497e-05, |
|
"loss": 0.3096, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.21052631578947367, |
|
"grad_norm": 9.08521842956543, |
|
"learning_rate": 4.477357683661734e-05, |
|
"loss": 0.8236, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 0.2177858439201452, |
|
"grad_norm": 8.419458389282227, |
|
"learning_rate": 4.131759111665349e-05, |
|
"loss": 0.7502, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.2250453720508167, |
|
"grad_norm": 13.598421096801758, |
|
"learning_rate": 3.790390522001662e-05, |
|
"loss": 0.3274, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 0.2323049001814882, |
|
"grad_norm": 17.529741287231445, |
|
"learning_rate": 3.4549150281252636e-05, |
|
"loss": 0.9063, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 0.2395644283121597, |
|
"grad_norm": 22.427534103393555, |
|
"learning_rate": 3.12696703292044e-05, |
|
"loss": 0.4676, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 0.24682395644283123, |
|
"grad_norm": 11.120813369750977, |
|
"learning_rate": 2.8081442660546125e-05, |
|
"loss": 0.2306, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 0.2540834845735027, |
|
"grad_norm": 66.51551818847656, |
|
"learning_rate": 2.500000000000001e-05, |
|
"loss": 2.1779, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.2613430127041742, |
|
"grad_norm": 25.5261287689209, |
|
"learning_rate": 2.2040354826462668e-05, |
|
"loss": 1.3193, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 0.26860254083484575, |
|
"grad_norm": 17.919849395751953, |
|
"learning_rate": 1.9216926233717085e-05, |
|
"loss": 1.2592, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 0.27586206896551724, |
|
"grad_norm": 19.765296936035156, |
|
"learning_rate": 1.6543469682057106e-05, |
|
"loss": 1.2518, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 0.2831215970961887, |
|
"grad_norm": 18.46579933166504, |
|
"learning_rate": 1.4033009983067452e-05, |
|
"loss": 1.8273, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 0.29038112522686027, |
|
"grad_norm": 15.463048934936523, |
|
"learning_rate": 1.1697777844051105e-05, |
|
"loss": 1.4909, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.29764065335753176, |
|
"grad_norm": 5.132680416107178, |
|
"learning_rate": 9.549150281252633e-06, |
|
"loss": 0.359, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 0.30490018148820325, |
|
"grad_norm": 3.2728233337402344, |
|
"learning_rate": 7.597595192178702e-06, |
|
"loss": 0.2565, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 0.3121597096188748, |
|
"grad_norm": 3.4045944213867188, |
|
"learning_rate": 5.852620357053651e-06, |
|
"loss": 0.1952, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 0.3194192377495463, |
|
"grad_norm": 8.596439361572266, |
|
"learning_rate": 4.322727117869951e-06, |
|
"loss": 0.7799, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 0.32667876588021777, |
|
"grad_norm": 4.2560038566589355, |
|
"learning_rate": 3.0153689607045845e-06, |
|
"loss": 0.2737, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.3339382940108893, |
|
"grad_norm": 3.327805757522583, |
|
"learning_rate": 1.9369152030840556e-06, |
|
"loss": 0.238, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 0.3411978221415608, |
|
"grad_norm": 4.551213264465332, |
|
"learning_rate": 1.0926199633097157e-06, |
|
"loss": 0.3053, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 0.3484573502722323, |
|
"grad_norm": 3.6048531532287598, |
|
"learning_rate": 4.865965629214819e-07, |
|
"loss": 0.2353, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 0.35571687840290384, |
|
"grad_norm": 4.764666557312012, |
|
"learning_rate": 1.2179748700879012e-07, |
|
"loss": 0.3829, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 0.3629764065335753, |
|
"grad_norm": 5.7592291831970215, |
|
"learning_rate": 0.0, |
|
"loss": 0.3659, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.3629764065335753, |
|
"eval_loss": 0.0873224139213562, |
|
"eval_runtime": 14.3869, |
|
"eval_samples_per_second": 16.126, |
|
"eval_steps_per_second": 2.016, |
|
"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": 5, |
|
"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": 6.352798148984832e+16, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|