|
{ |
|
"best_metric": 0.03536833077669144, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 2.6996699669966997, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.052805280528052806, |
|
"grad_norm": 240.3042449951172, |
|
"learning_rate": 5e-05, |
|
"loss": 61.3338, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.052805280528052806, |
|
"eval_loss": 3.5627546310424805, |
|
"eval_runtime": 4.3018, |
|
"eval_samples_per_second": 29.755, |
|
"eval_steps_per_second": 3.719, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.10561056105610561, |
|
"grad_norm": 312.2116394042969, |
|
"learning_rate": 0.0001, |
|
"loss": 55.4131, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.15841584158415842, |
|
"grad_norm": 184.56300354003906, |
|
"learning_rate": 9.989294616193017e-05, |
|
"loss": 35.5412, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.21122112211221122, |
|
"grad_norm": 111.88742065429688, |
|
"learning_rate": 9.957224306869053e-05, |
|
"loss": 19.9948, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.264026402640264, |
|
"grad_norm": 86.86764526367188, |
|
"learning_rate": 9.903926402016153e-05, |
|
"loss": 24.8855, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.31683168316831684, |
|
"grad_norm": 132.280029296875, |
|
"learning_rate": 9.829629131445342e-05, |
|
"loss": 18.4034, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.3696369636963696, |
|
"grad_norm": 144.69395446777344, |
|
"learning_rate": 9.73465064747553e-05, |
|
"loss": 15.066, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.42244224422442245, |
|
"grad_norm": 64.07872772216797, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 10.6669, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.4752475247524752, |
|
"grad_norm": 71.51905822753906, |
|
"learning_rate": 9.484363707663442e-05, |
|
"loss": 9.8098, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.528052805280528, |
|
"grad_norm": 96.21553802490234, |
|
"learning_rate": 9.330127018922194e-05, |
|
"loss": 19.7731, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.5808580858085809, |
|
"grad_norm": 66.71566772460938, |
|
"learning_rate": 9.157348061512727e-05, |
|
"loss": 10.8857, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.6336633663366337, |
|
"grad_norm": 56.84700393676758, |
|
"learning_rate": 8.966766701456177e-05, |
|
"loss": 10.1991, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.6864686468646864, |
|
"grad_norm": 57.972469329833984, |
|
"learning_rate": 8.759199037394887e-05, |
|
"loss": 8.0601, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.7392739273927392, |
|
"grad_norm": 61.932777404785156, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 9.777, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.7920792079207921, |
|
"grad_norm": 61.04229736328125, |
|
"learning_rate": 8.296729075500344e-05, |
|
"loss": 8.4654, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.8448844884488449, |
|
"grad_norm": 55.51152801513672, |
|
"learning_rate": 8.043807145043604e-05, |
|
"loss": 5.9386, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.8976897689768977, |
|
"grad_norm": 43.309749603271484, |
|
"learning_rate": 7.777851165098012e-05, |
|
"loss": 3.4815, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.9504950495049505, |
|
"grad_norm": 49.29344177246094, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 2.9009, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 1.033003300330033, |
|
"grad_norm": 71.64353942871094, |
|
"learning_rate": 7.211443451095007e-05, |
|
"loss": 5.4645, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 1.0858085808580857, |
|
"grad_norm": 54.31509017944336, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 3.0766, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.1386138613861387, |
|
"grad_norm": 80.26276397705078, |
|
"learning_rate": 6.607197326515808e-05, |
|
"loss": 2.1301, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 1.1914191419141915, |
|
"grad_norm": 56.407894134521484, |
|
"learning_rate": 6.294095225512603e-05, |
|
"loss": 1.6217, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 1.2442244224422443, |
|
"grad_norm": 45.19135284423828, |
|
"learning_rate": 5.9754516100806423e-05, |
|
"loss": 1.4165, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 1.297029702970297, |
|
"grad_norm": 74.26824951171875, |
|
"learning_rate": 5.6526309611002594e-05, |
|
"loss": 2.6401, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 1.3498349834983498, |
|
"grad_norm": 48.40488052368164, |
|
"learning_rate": 5.327015646150716e-05, |
|
"loss": 0.9736, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.3498349834983498, |
|
"eval_loss": 0.08991359174251556, |
|
"eval_runtime": 4.5659, |
|
"eval_samples_per_second": 28.034, |
|
"eval_steps_per_second": 3.504, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.4026402640264026, |
|
"grad_norm": 49.3033561706543, |
|
"learning_rate": 5e-05, |
|
"loss": 0.6019, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.4554455445544554, |
|
"grad_norm": 40.293243408203125, |
|
"learning_rate": 4.6729843538492847e-05, |
|
"loss": 0.6071, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.5082508250825084, |
|
"grad_norm": 52.87701416015625, |
|
"learning_rate": 4.347369038899744e-05, |
|
"loss": 2.4937, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.561056105610561, |
|
"grad_norm": 46.945491790771484, |
|
"learning_rate": 4.0245483899193595e-05, |
|
"loss": 0.7908, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.613861386138614, |
|
"grad_norm": 58.49090576171875, |
|
"learning_rate": 3.705904774487396e-05, |
|
"loss": 0.5764, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.6666666666666665, |
|
"grad_norm": 34.49781036376953, |
|
"learning_rate": 3.392802673484193e-05, |
|
"loss": 0.2, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.7194719471947195, |
|
"grad_norm": 45.59718704223633, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.6603, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.7722772277227723, |
|
"grad_norm": 26.68146324157715, |
|
"learning_rate": 2.7885565489049946e-05, |
|
"loss": 0.685, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.825082508250825, |
|
"grad_norm": 29.098257064819336, |
|
"learning_rate": 2.500000000000001e-05, |
|
"loss": 0.4208, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.8778877887788779, |
|
"grad_norm": 36.968624114990234, |
|
"learning_rate": 2.2221488349019903e-05, |
|
"loss": 0.17, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.9306930693069306, |
|
"grad_norm": 20.257652282714844, |
|
"learning_rate": 1.9561928549563968e-05, |
|
"loss": 0.1213, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 2.0132013201320134, |
|
"grad_norm": 20.416902542114258, |
|
"learning_rate": 1.703270924499656e-05, |
|
"loss": 0.3783, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 2.066006600660066, |
|
"grad_norm": 14.051177978515625, |
|
"learning_rate": 1.4644660940672627e-05, |
|
"loss": 0.1184, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 2.118811881188119, |
|
"grad_norm": 9.072379112243652, |
|
"learning_rate": 1.2408009626051137e-05, |
|
"loss": 0.07, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 2.1716171617161715, |
|
"grad_norm": 14.456093788146973, |
|
"learning_rate": 1.0332332985438248e-05, |
|
"loss": 0.0421, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.2244224422442245, |
|
"grad_norm": 8.208637237548828, |
|
"learning_rate": 8.426519384872733e-06, |
|
"loss": 0.0268, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 2.2772277227722775, |
|
"grad_norm": 33.25442886352539, |
|
"learning_rate": 6.698729810778065e-06, |
|
"loss": 0.2891, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 2.33003300330033, |
|
"grad_norm": 8.580497741699219, |
|
"learning_rate": 5.156362923365588e-06, |
|
"loss": 0.0713, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 2.382838283828383, |
|
"grad_norm": 5.246236801147461, |
|
"learning_rate": 3.8060233744356633e-06, |
|
"loss": 0.0203, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 2.4356435643564356, |
|
"grad_norm": 3.4388229846954346, |
|
"learning_rate": 2.653493525244721e-06, |
|
"loss": 0.0178, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 2.4884488448844886, |
|
"grad_norm": 18.330442428588867, |
|
"learning_rate": 1.70370868554659e-06, |
|
"loss": 0.4954, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 2.541254125412541, |
|
"grad_norm": 10.584196090698242, |
|
"learning_rate": 9.607359798384785e-07, |
|
"loss": 0.1212, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 2.594059405940594, |
|
"grad_norm": 19.070772171020508, |
|
"learning_rate": 4.277569313094809e-07, |
|
"loss": 0.0592, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 2.6468646864686467, |
|
"grad_norm": 24.324411392211914, |
|
"learning_rate": 1.0705383806982606e-07, |
|
"loss": 0.0942, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 2.6996699669966997, |
|
"grad_norm": 9.229938507080078, |
|
"learning_rate": 0.0, |
|
"loss": 0.2343, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.6996699669966997, |
|
"eval_loss": 0.03536833077669144, |
|
"eval_runtime": 4.8433, |
|
"eval_samples_per_second": 26.428, |
|
"eval_steps_per_second": 3.304, |
|
"step": 50 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 50, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"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": 5.932088473514148e+17, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|