|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 300, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.05, |
|
"grad_norm": 19.336166381835938, |
|
"learning_rate": 4.999859193643945e-05, |
|
"loss": 2.4671, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"grad_norm": 10.850088119506836, |
|
"learning_rate": 4.9949326364020314e-05, |
|
"loss": 2.4246, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"grad_norm": 10.342315673828125, |
|
"learning_rate": 4.982981614472039e-05, |
|
"loss": 2.5563, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"grad_norm": 11.594865798950195, |
|
"learning_rate": 4.9640397758692715e-05, |
|
"loss": 2.5333, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"grad_norm": 9.311284065246582, |
|
"learning_rate": 4.938160451202521e-05, |
|
"loss": 2.5209, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"grad_norm": 16.79537010192871, |
|
"learning_rate": 4.9054165035221236e-05, |
|
"loss": 2.8026, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"grad_norm": 10.748820304870605, |
|
"learning_rate": 4.865900123174574e-05, |
|
"loss": 2.8341, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"grad_norm": 11.450349807739258, |
|
"learning_rate": 4.819722568241274e-05, |
|
"loss": 2.7475, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"grad_norm": 9.321686744689941, |
|
"learning_rate": 4.767013851292212e-05, |
|
"loss": 2.7298, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"grad_norm": 9.671792984008789, |
|
"learning_rate": 4.7079223733365237e-05, |
|
"loss": 2.6166, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"grad_norm": 8.407944679260254, |
|
"learning_rate": 4.642614506000523e-05, |
|
"loss": 2.5359, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"grad_norm": 8.98971939086914, |
|
"learning_rate": 4.571274123109606e-05, |
|
"loss": 2.479, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"grad_norm": 8.909531593322754, |
|
"learning_rate": 4.4941020829928245e-05, |
|
"loss": 2.4882, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"grad_norm": 7.584418296813965, |
|
"learning_rate": 4.4113156629677316e-05, |
|
"loss": 2.3675, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"grad_norm": 8.56999683380127, |
|
"learning_rate": 4.323147947597666e-05, |
|
"loss": 2.4285, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"grad_norm": 9.06714153289795, |
|
"learning_rate": 4.229847172443866e-05, |
|
"loss": 2.5075, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"grad_norm": 7.845032691955566, |
|
"learning_rate": 4.131676025160047e-05, |
|
"loss": 2.4794, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"grad_norm": 7.793240070343018, |
|
"learning_rate": 4.028910905897229e-05, |
|
"loss": 2.5271, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"grad_norm": 7.8635029792785645, |
|
"learning_rate": 3.9218411491011176e-05, |
|
"loss": 2.4032, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 8.155007362365723, |
|
"learning_rate": 3.8107682088930794e-05, |
|
"loss": 2.4891, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"grad_norm": 8.073945999145508, |
|
"learning_rate": 3.6960048103282566e-05, |
|
"loss": 1.412, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"grad_norm": 8.153766632080078, |
|
"learning_rate": 3.577874068920446e-05, |
|
"loss": 1.3875, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"grad_norm": 6.7796630859375, |
|
"learning_rate": 3.456708580912725e-05, |
|
"loss": 1.3676, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"grad_norm": 7.609086513519287, |
|
"learning_rate": 3.332849486855144e-05, |
|
"loss": 1.3438, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"grad_norm": 7.6227126121521, |
|
"learning_rate": 3.2066455111259945e-05, |
|
"loss": 1.3895, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"grad_norm": 7.66270637512207, |
|
"learning_rate": 3.0784519801008546e-05, |
|
"loss": 1.3399, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"grad_norm": 7.801215171813965, |
|
"learning_rate": 2.9486298217337637e-05, |
|
"loss": 1.3101, |
|
"step": 135 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"grad_norm": 7.925507545471191, |
|
"learning_rate": 2.8175445493671972e-05, |
|
"loss": 1.4303, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"grad_norm": 7.386769771575928, |
|
"learning_rate": 2.6855652326319063e-05, |
|
"loss": 1.3833, |
|
"step": 145 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"grad_norm": 7.175492763519287, |
|
"learning_rate": 2.5530634583340592e-05, |
|
"loss": 1.3684, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"grad_norm": 7.5672607421875, |
|
"learning_rate": 2.4204122842552896e-05, |
|
"loss": 1.4123, |
|
"step": 155 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"grad_norm": 7.482105731964111, |
|
"learning_rate": 2.287985188811228e-05, |
|
"loss": 1.3913, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"grad_norm": 7.868821144104004, |
|
"learning_rate": 2.1561550195257378e-05, |
|
"loss": 1.4338, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"grad_norm": 7.905065059661865, |
|
"learning_rate": 2.025292943281429e-05, |
|
"loss": 1.3506, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"grad_norm": 8.045072555541992, |
|
"learning_rate": 1.895767401301994e-05, |
|
"loss": 1.4525, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"grad_norm": 6.936304092407227, |
|
"learning_rate": 1.7679430718086243e-05, |
|
"loss": 1.3534, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"grad_norm": 7.464107990264893, |
|
"learning_rate": 1.6421798432711345e-05, |
|
"loss": 1.322, |
|
"step": 185 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"grad_norm": 7.77186393737793, |
|
"learning_rate": 1.5188318011445906e-05, |
|
"loss": 1.3326, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"grad_norm": 7.153684139251709, |
|
"learning_rate": 1.3982462309442889e-05, |
|
"loss": 1.3804, |
|
"step": 195 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 6.911492824554443, |
|
"learning_rate": 1.2807626404659142e-05, |
|
"loss": 1.3938, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"grad_norm": 5.748324394226074, |
|
"learning_rate": 1.1667118039038064e-05, |
|
"loss": 0.732, |
|
"step": 205 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"grad_norm": 7.109584808349609, |
|
"learning_rate": 1.0564148305586296e-05, |
|
"loss": 0.6639, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"grad_norm": 7.395934104919434, |
|
"learning_rate": 9.501822607564678e-06, |
|
"loss": 0.5978, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"grad_norm": 8.013920783996582, |
|
"learning_rate": 8.483131915247968e-06, |
|
"loss": 0.6269, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"grad_norm": 6.068602561950684, |
|
"learning_rate": 7.510944344869774e-06, |
|
"loss": 0.6189, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"grad_norm": 5.850319862365723, |
|
"learning_rate": 6.587997083462197e-06, |
|
"loss": 0.6096, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"grad_norm": 5.7608642578125, |
|
"learning_rate": 5.7168886823256355e-06, |
|
"loss": 0.5799, |
|
"step": 235 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"grad_norm": 6.143069267272949, |
|
"learning_rate": 4.900071740826489e-06, |
|
"loss": 0.6156, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"grad_norm": 5.740133285522461, |
|
"learning_rate": 4.139846001121514e-06, |
|
"loss": 0.6387, |
|
"step": 245 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"grad_norm": 6.231141567230225, |
|
"learning_rate": 3.438351873250492e-06, |
|
"loss": 0.6032, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"grad_norm": 6.172192096710205, |
|
"learning_rate": 2.797564408827319e-06, |
|
"loss": 0.5976, |
|
"step": 255 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"grad_norm": 6.317423343658447, |
|
"learning_rate": 2.219287740296605e-06, |
|
"loss": 0.5687, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"grad_norm": 9.063169479370117, |
|
"learning_rate": 1.7051500014118454e-06, |
|
"loss": 0.5843, |
|
"step": 265 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"grad_norm": 6.360856056213379, |
|
"learning_rate": 1.2565987432367033e-06, |
|
"loss": 0.5979, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"grad_norm": 6.228647232055664, |
|
"learning_rate": 8.748968585755274e-07, |
|
"loss": 0.5601, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"grad_norm": 6.196378231048584, |
|
"learning_rate": 5.611190263078464e-07, |
|
"loss": 0.6004, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"grad_norm": 6.535120964050293, |
|
"learning_rate": 3.1614868563778487e-07, |
|
"loss": 0.6026, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"grad_norm": 6.039511203765869, |
|
"learning_rate": 1.406755487774386e-07, |
|
"loss": 0.6162, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"grad_norm": 6.509077548980713, |
|
"learning_rate": 3.5193659067131455e-08, |
|
"loss": 0.6627, |
|
"step": 295 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 6.356975555419922, |
|
"learning_rate": 0.0, |
|
"loss": 0.5781, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 300, |
|
"total_flos": 2138970911670272.0, |
|
"train_loss": 1.5124793648719788, |
|
"train_runtime": 1380.9582, |
|
"train_samples_per_second": 6.95, |
|
"train_steps_per_second": 0.217 |
|
} |
|
], |
|
"logging_steps": 5, |
|
"max_steps": 300, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 100, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2138970911670272.0, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|