|
{ |
|
"best_metric": 0.712428867816925, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 1.4184397163120568, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.028368794326241134, |
|
"grad_norm": 3.6703760623931885, |
|
"learning_rate": 5e-05, |
|
"loss": 1.9778, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.028368794326241134, |
|
"eval_loss": 2.142423629760742, |
|
"eval_runtime": 7.9381, |
|
"eval_samples_per_second": 29.982, |
|
"eval_steps_per_second": 3.779, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.05673758865248227, |
|
"grad_norm": 4.783987522125244, |
|
"learning_rate": 0.0001, |
|
"loss": 2.0171, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.0851063829787234, |
|
"grad_norm": 3.091346502304077, |
|
"learning_rate": 9.989294616193017e-05, |
|
"loss": 1.6964, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.11347517730496454, |
|
"grad_norm": 2.9613068103790283, |
|
"learning_rate": 9.957224306869053e-05, |
|
"loss": 1.4004, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.14184397163120568, |
|
"grad_norm": 2.2236015796661377, |
|
"learning_rate": 9.903926402016153e-05, |
|
"loss": 1.1504, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.1702127659574468, |
|
"grad_norm": 2.413383960723877, |
|
"learning_rate": 9.829629131445342e-05, |
|
"loss": 0.943, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.19858156028368795, |
|
"grad_norm": 1.8844021558761597, |
|
"learning_rate": 9.73465064747553e-05, |
|
"loss": 0.7044, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.22695035460992907, |
|
"grad_norm": 1.822202444076538, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 0.5615, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.2553191489361702, |
|
"grad_norm": 2.9127750396728516, |
|
"learning_rate": 9.484363707663442e-05, |
|
"loss": 1.2363, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.28368794326241137, |
|
"grad_norm": 2.931650161743164, |
|
"learning_rate": 9.330127018922194e-05, |
|
"loss": 1.2922, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3120567375886525, |
|
"grad_norm": 1.8289605379104614, |
|
"learning_rate": 9.157348061512727e-05, |
|
"loss": 1.0781, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.3404255319148936, |
|
"grad_norm": 1.4414424896240234, |
|
"learning_rate": 8.966766701456177e-05, |
|
"loss": 0.9787, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.36879432624113473, |
|
"grad_norm": 1.86275315284729, |
|
"learning_rate": 8.759199037394887e-05, |
|
"loss": 0.86, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.3971631205673759, |
|
"grad_norm": 1.5262675285339355, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 0.781, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.425531914893617, |
|
"grad_norm": 1.1327084302902222, |
|
"learning_rate": 8.296729075500344e-05, |
|
"loss": 0.6722, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.45390070921985815, |
|
"grad_norm": 0.9257665872573853, |
|
"learning_rate": 8.043807145043604e-05, |
|
"loss": 0.5493, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.48226950354609927, |
|
"grad_norm": 1.0619350671768188, |
|
"learning_rate": 7.777851165098012e-05, |
|
"loss": 0.5346, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.5106382978723404, |
|
"grad_norm": 1.540157437324524, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 1.1488, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.5390070921985816, |
|
"grad_norm": 1.6127816438674927, |
|
"learning_rate": 7.211443451095007e-05, |
|
"loss": 1.1444, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.5673758865248227, |
|
"grad_norm": 1.4032435417175293, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 1.02, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.5957446808510638, |
|
"grad_norm": 1.2082898616790771, |
|
"learning_rate": 6.607197326515808e-05, |
|
"loss": 0.8656, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.624113475177305, |
|
"grad_norm": 1.1455105543136597, |
|
"learning_rate": 6.294095225512603e-05, |
|
"loss": 0.7476, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.6524822695035462, |
|
"grad_norm": 1.0928490161895752, |
|
"learning_rate": 5.9754516100806423e-05, |
|
"loss": 0.7009, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.6808510638297872, |
|
"grad_norm": 0.917860746383667, |
|
"learning_rate": 5.6526309611002594e-05, |
|
"loss": 0.5352, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.7092198581560284, |
|
"grad_norm": 1.1309031248092651, |
|
"learning_rate": 5.327015646150716e-05, |
|
"loss": 0.541, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.7092198581560284, |
|
"eval_loss": 0.7768014669418335, |
|
"eval_runtime": 7.939, |
|
"eval_samples_per_second": 29.979, |
|
"eval_steps_per_second": 3.779, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.7375886524822695, |
|
"grad_norm": 1.9908738136291504, |
|
"learning_rate": 5e-05, |
|
"loss": 0.5038, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.7659574468085106, |
|
"grad_norm": 1.0437350273132324, |
|
"learning_rate": 4.6729843538492847e-05, |
|
"loss": 1.1081, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.7943262411347518, |
|
"grad_norm": 0.9461138248443604, |
|
"learning_rate": 4.347369038899744e-05, |
|
"loss": 0.955, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.8226950354609929, |
|
"grad_norm": 0.891750693321228, |
|
"learning_rate": 4.0245483899193595e-05, |
|
"loss": 0.8951, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 0.851063829787234, |
|
"grad_norm": 0.8280903100967407, |
|
"learning_rate": 3.705904774487396e-05, |
|
"loss": 0.7861, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.8794326241134752, |
|
"grad_norm": 0.7851285934448242, |
|
"learning_rate": 3.392802673484193e-05, |
|
"loss": 0.7437, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 0.9078014184397163, |
|
"grad_norm": 0.8078291416168213, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.6323, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 0.9361702127659575, |
|
"grad_norm": 0.9439874887466431, |
|
"learning_rate": 2.7885565489049946e-05, |
|
"loss": 0.5738, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 0.9645390070921985, |
|
"grad_norm": 0.9965519309043884, |
|
"learning_rate": 2.500000000000001e-05, |
|
"loss": 0.515, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 0.9929078014184397, |
|
"grad_norm": 2.3316826820373535, |
|
"learning_rate": 2.2221488349019903e-05, |
|
"loss": 0.5279, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.0212765957446808, |
|
"grad_norm": 2.271655559539795, |
|
"learning_rate": 1.9561928549563968e-05, |
|
"loss": 1.5823, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.049645390070922, |
|
"grad_norm": 1.21628737449646, |
|
"learning_rate": 1.703270924499656e-05, |
|
"loss": 0.8529, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.0780141843971631, |
|
"grad_norm": 1.0844900608062744, |
|
"learning_rate": 1.4644660940672627e-05, |
|
"loss": 0.7737, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.1063829787234043, |
|
"grad_norm": 1.1579043865203857, |
|
"learning_rate": 1.2408009626051137e-05, |
|
"loss": 0.7175, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.1347517730496455, |
|
"grad_norm": 1.0415334701538086, |
|
"learning_rate": 1.0332332985438248e-05, |
|
"loss": 0.6545, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.1631205673758864, |
|
"grad_norm": 1.0493574142456055, |
|
"learning_rate": 8.426519384872733e-06, |
|
"loss": 0.5808, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 1.1914893617021276, |
|
"grad_norm": 1.1408480405807495, |
|
"learning_rate": 6.698729810778065e-06, |
|
"loss": 0.4883, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 1.2198581560283688, |
|
"grad_norm": 1.1568186283111572, |
|
"learning_rate": 5.156362923365588e-06, |
|
"loss": 0.4347, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 1.24822695035461, |
|
"grad_norm": 1.0467925071716309, |
|
"learning_rate": 3.8060233744356633e-06, |
|
"loss": 0.2627, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 1.2765957446808511, |
|
"grad_norm": 1.4136056900024414, |
|
"learning_rate": 2.653493525244721e-06, |
|
"loss": 1.4537, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 1.3049645390070923, |
|
"grad_norm": 1.066475749015808, |
|
"learning_rate": 1.70370868554659e-06, |
|
"loss": 0.8176, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 1.3333333333333333, |
|
"grad_norm": 1.0925204753875732, |
|
"learning_rate": 9.607359798384785e-07, |
|
"loss": 0.7644, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 1.3617021276595744, |
|
"grad_norm": 1.2347716093063354, |
|
"learning_rate": 4.277569313094809e-07, |
|
"loss": 0.6749, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.3900709219858156, |
|
"grad_norm": 1.0493576526641846, |
|
"learning_rate": 1.0705383806982606e-07, |
|
"loss": 0.6014, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 1.4184397163120568, |
|
"grad_norm": 1.1798675060272217, |
|
"learning_rate": 0.0, |
|
"loss": 0.5534, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.4184397163120568, |
|
"eval_loss": 0.712428867816925, |
|
"eval_runtime": 7.9435, |
|
"eval_samples_per_second": 29.961, |
|
"eval_steps_per_second": 3.777, |
|
"step": 50 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 50, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 2, |
|
"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": 6.174479344467968e+17, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|