|
{ |
|
"best_metric": 0.7463985085487366, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 0.03422899195618689, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.0006845798391237378, |
|
"grad_norm": 0.25282052159309387, |
|
"learning_rate": 0.0001, |
|
"loss": 0.5592, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.0006845798391237378, |
|
"eval_loss": 0.9501175284385681, |
|
"eval_runtime": 173.9775, |
|
"eval_samples_per_second": 3.535, |
|
"eval_steps_per_second": 1.77, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.0013691596782474755, |
|
"grad_norm": 0.5238334536552429, |
|
"learning_rate": 0.0002, |
|
"loss": 0.663, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.0020537395173712133, |
|
"grad_norm": 0.5488997101783752, |
|
"learning_rate": 0.00019978589232386035, |
|
"loss": 0.583, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.002738319356494951, |
|
"grad_norm": 0.38578325510025024, |
|
"learning_rate": 0.00019914448613738106, |
|
"loss": 0.6462, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.003422899195618689, |
|
"grad_norm": 0.5969985723495483, |
|
"learning_rate": 0.00019807852804032305, |
|
"loss": 0.737, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.004107479034742427, |
|
"grad_norm": 0.677198588848114, |
|
"learning_rate": 0.00019659258262890683, |
|
"loss": 0.721, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.004792058873866164, |
|
"grad_norm": 0.43101000785827637, |
|
"learning_rate": 0.0001946930129495106, |
|
"loss": 0.8587, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.005476638712989902, |
|
"grad_norm": 0.43668434023857117, |
|
"learning_rate": 0.0001923879532511287, |
|
"loss": 0.6926, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.00616121855211364, |
|
"grad_norm": 0.4872725307941437, |
|
"learning_rate": 0.00018968727415326884, |
|
"loss": 0.6979, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.006845798391237378, |
|
"grad_norm": 0.45551222562789917, |
|
"learning_rate": 0.00018660254037844388, |
|
"loss": 0.5902, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.0075303782303611155, |
|
"grad_norm": 0.5328372716903687, |
|
"learning_rate": 0.00018314696123025454, |
|
"loss": 0.8881, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.008214958069484853, |
|
"grad_norm": 0.4792215824127197, |
|
"learning_rate": 0.00017933533402912354, |
|
"loss": 0.7159, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.008899537908608592, |
|
"grad_norm": 0.5611771941184998, |
|
"learning_rate": 0.00017518398074789775, |
|
"loss": 0.7192, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.009584117747732329, |
|
"grad_norm": 0.6743291020393372, |
|
"learning_rate": 0.00017071067811865476, |
|
"loss": 0.7356, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.010268697586856067, |
|
"grad_norm": 0.6450310945510864, |
|
"learning_rate": 0.00016593458151000688, |
|
"loss": 0.6947, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.010953277425979804, |
|
"grad_norm": 0.6415031552314758, |
|
"learning_rate": 0.00016087614290087208, |
|
"loss": 0.6267, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.011637857265103543, |
|
"grad_norm": 0.6395275592803955, |
|
"learning_rate": 0.00015555702330196023, |
|
"loss": 0.7378, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.01232243710422728, |
|
"grad_norm": 0.6193127632141113, |
|
"learning_rate": 0.00015000000000000001, |
|
"loss": 0.7111, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.013007016943351019, |
|
"grad_norm": 0.6310256123542786, |
|
"learning_rate": 0.00014422886902190014, |
|
"loss": 0.7352, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.013691596782474755, |
|
"grad_norm": 0.7274715304374695, |
|
"learning_rate": 0.000138268343236509, |
|
"loss": 0.7348, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.014376176621598494, |
|
"grad_norm": 0.6225596070289612, |
|
"learning_rate": 0.00013214394653031616, |
|
"loss": 0.8002, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.015060756460722231, |
|
"grad_norm": 0.6990033388137817, |
|
"learning_rate": 0.00012588190451025207, |
|
"loss": 0.7106, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.01574533629984597, |
|
"grad_norm": 0.7687625288963318, |
|
"learning_rate": 0.00011950903220161285, |
|
"loss": 0.7688, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.016429916138969707, |
|
"grad_norm": 0.8566373586654663, |
|
"learning_rate": 0.00011305261922200519, |
|
"loss": 0.9884, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.017114495978093443, |
|
"grad_norm": 0.707819402217865, |
|
"learning_rate": 0.00010654031292301432, |
|
"loss": 0.6778, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.017114495978093443, |
|
"eval_loss": 0.757265567779541, |
|
"eval_runtime": 175.3735, |
|
"eval_samples_per_second": 3.507, |
|
"eval_steps_per_second": 1.756, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.017799075817217184, |
|
"grad_norm": 0.7362199425697327, |
|
"learning_rate": 0.0001, |
|
"loss": 0.7578, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.01848365565634092, |
|
"grad_norm": 0.7891442179679871, |
|
"learning_rate": 9.345968707698569e-05, |
|
"loss": 0.8214, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.019168235495464658, |
|
"grad_norm": 0.7279160022735596, |
|
"learning_rate": 8.694738077799488e-05, |
|
"loss": 0.6954, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.019852815334588398, |
|
"grad_norm": 0.7480013966560364, |
|
"learning_rate": 8.049096779838719e-05, |
|
"loss": 0.7565, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 0.020537395173712135, |
|
"grad_norm": 0.6995139122009277, |
|
"learning_rate": 7.411809548974792e-05, |
|
"loss": 0.7785, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.021221975012835872, |
|
"grad_norm": 0.7900039553642273, |
|
"learning_rate": 6.785605346968386e-05, |
|
"loss": 0.856, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 0.02190655485195961, |
|
"grad_norm": 0.775541365146637, |
|
"learning_rate": 6.173165676349103e-05, |
|
"loss": 0.8656, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 0.02259113469108335, |
|
"grad_norm": 0.7846947312355042, |
|
"learning_rate": 5.577113097809989e-05, |
|
"loss": 0.7725, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 0.023275714530207086, |
|
"grad_norm": 0.7840977311134338, |
|
"learning_rate": 5.000000000000002e-05, |
|
"loss": 0.6967, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 0.023960294369330823, |
|
"grad_norm": 0.7890691757202148, |
|
"learning_rate": 4.444297669803981e-05, |
|
"loss": 0.799, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.02464487420845456, |
|
"grad_norm": 0.9354871511459351, |
|
"learning_rate": 3.9123857099127936e-05, |
|
"loss": 0.7397, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 0.0253294540475783, |
|
"grad_norm": 0.8776700496673584, |
|
"learning_rate": 3.406541848999312e-05, |
|
"loss": 0.7285, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 0.026014033886702037, |
|
"grad_norm": 0.8412185311317444, |
|
"learning_rate": 2.9289321881345254e-05, |
|
"loss": 0.6084, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 0.026698613725825774, |
|
"grad_norm": 0.9186910390853882, |
|
"learning_rate": 2.4816019252102273e-05, |
|
"loss": 0.9773, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 0.02738319356494951, |
|
"grad_norm": 0.8276947736740112, |
|
"learning_rate": 2.0664665970876496e-05, |
|
"loss": 0.8109, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.02806777340407325, |
|
"grad_norm": 0.8860321044921875, |
|
"learning_rate": 1.6853038769745467e-05, |
|
"loss": 0.7461, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 0.028752353243196988, |
|
"grad_norm": 0.9271875619888306, |
|
"learning_rate": 1.339745962155613e-05, |
|
"loss": 0.8198, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 0.029436933082320725, |
|
"grad_norm": 0.9980719089508057, |
|
"learning_rate": 1.0312725846731175e-05, |
|
"loss": 0.715, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 0.030121512921444462, |
|
"grad_norm": 0.8296429514884949, |
|
"learning_rate": 7.612046748871327e-06, |
|
"loss": 0.7061, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 0.030806092760568202, |
|
"grad_norm": 0.9510181546211243, |
|
"learning_rate": 5.306987050489442e-06, |
|
"loss": 0.7851, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.03149067259969194, |
|
"grad_norm": 1.0919767618179321, |
|
"learning_rate": 3.40741737109318e-06, |
|
"loss": 0.9219, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 0.03217525243881568, |
|
"grad_norm": 1.0661510229110718, |
|
"learning_rate": 1.921471959676957e-06, |
|
"loss": 0.6854, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 0.03285983227793941, |
|
"grad_norm": 1.2622677087783813, |
|
"learning_rate": 8.555138626189618e-07, |
|
"loss": 0.9412, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 0.03354441211706315, |
|
"grad_norm": 1.1761354207992554, |
|
"learning_rate": 2.141076761396521e-07, |
|
"loss": 0.616, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 0.03422899195618689, |
|
"grad_norm": 1.9178863763809204, |
|
"learning_rate": 0.0, |
|
"loss": 0.7909, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.03422899195618689, |
|
"eval_loss": 0.7463985085487366, |
|
"eval_runtime": 175.2305, |
|
"eval_samples_per_second": 3.51, |
|
"eval_steps_per_second": 1.758, |
|
"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": 7.41887283560448e+16, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|