| { |
| "best_global_step": 3000, |
| "best_metric": 3.2174906730651855, |
| "best_model_checkpoint": "/tmp/colab_artifacts_v2/pretrain_checkpoints/checkpoint-3000", |
| "epoch": 0.630119722747322, |
| "eval_steps": 500, |
| "global_step": 3000, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.010501995379122032, |
| "grad_norm": 16.108776092529297, |
| "learning_rate": 4.716981132075472e-06, |
| "loss": 7.048248901367187, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.021003990758244065, |
| "grad_norm": 7.494509220123291, |
| "learning_rate": 9.958071278825997e-06, |
| "loss": 5.635718994140625, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.0315059861373661, |
| "grad_norm": 3.1452040672302246, |
| "learning_rate": 1.5199161425576522e-05, |
| "loss": 4.769013366699219, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.04200798151648813, |
| "grad_norm": 6.104097843170166, |
| "learning_rate": 2.0440251572327044e-05, |
| "loss": 4.167159423828125, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.05250997689561017, |
| "grad_norm": 2.9789626598358154, |
| "learning_rate": 2.5681341719077568e-05, |
| "loss": 4.021661987304688, |
| "step": 250 |
| }, |
| { |
| "epoch": 0.0630119722747322, |
| "grad_norm": 3.7343900203704834, |
| "learning_rate": 3.092243186582809e-05, |
| "loss": 3.8835012817382815, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.07351396765385423, |
| "grad_norm": 3.598313808441162, |
| "learning_rate": 3.6163522012578616e-05, |
| "loss": 3.719826354980469, |
| "step": 350 |
| }, |
| { |
| "epoch": 0.08401596303297626, |
| "grad_norm": 2.9602694511413574, |
| "learning_rate": 4.140461215932914e-05, |
| "loss": 3.6351690673828125, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.0945179584120983, |
| "grad_norm": 2.4005064964294434, |
| "learning_rate": 4.664570230607967e-05, |
| "loss": 3.552754211425781, |
| "step": 450 |
| }, |
| { |
| "epoch": 0.10501995379122034, |
| "grad_norm": 3.6799378395080566, |
| "learning_rate": 4.978991596638656e-05, |
| "loss": 3.5413519287109376, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.10501995379122034, |
| "eval_loss": 4.811308860778809, |
| "eval_runtime": 24.7312, |
| "eval_samples_per_second": 10.958, |
| "eval_steps_per_second": 2.75, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.11552194917034236, |
| "grad_norm": 2.4428603649139404, |
| "learning_rate": 4.9206349206349204e-05, |
| "loss": 3.434654541015625, |
| "step": 550 |
| }, |
| { |
| "epoch": 0.1260239445494644, |
| "grad_norm": 2.2486448287963867, |
| "learning_rate": 4.862278244631186e-05, |
| "loss": 3.5255862426757814, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.13652593992858644, |
| "grad_norm": 2.5440492630004883, |
| "learning_rate": 4.803921568627452e-05, |
| "loss": 3.265621337890625, |
| "step": 650 |
| }, |
| { |
| "epoch": 0.14702793530770847, |
| "grad_norm": 5.0713605880737305, |
| "learning_rate": 4.745564892623716e-05, |
| "loss": 3.3151104736328123, |
| "step": 700 |
| }, |
| { |
| "epoch": 0.1575299306868305, |
| "grad_norm": 3.032827615737915, |
| "learning_rate": 4.6872082166199816e-05, |
| "loss": 3.3802804565429687, |
| "step": 750 |
| }, |
| { |
| "epoch": 0.16803192606595252, |
| "grad_norm": 2.8556971549987793, |
| "learning_rate": 4.6288515406162466e-05, |
| "loss": 3.175123596191406, |
| "step": 800 |
| }, |
| { |
| "epoch": 0.17853392144507457, |
| "grad_norm": 2.813127279281616, |
| "learning_rate": 4.5704948646125116e-05, |
| "loss": 3.1402743530273436, |
| "step": 850 |
| }, |
| { |
| "epoch": 0.1890359168241966, |
| "grad_norm": 3.5564844608306885, |
| "learning_rate": 4.512138188608777e-05, |
| "loss": 3.1378076171875, |
| "step": 900 |
| }, |
| { |
| "epoch": 0.19953791220331862, |
| "grad_norm": 4.420061111450195, |
| "learning_rate": 4.453781512605042e-05, |
| "loss": 3.09103271484375, |
| "step": 950 |
| }, |
| { |
| "epoch": 0.21003990758244068, |
| "grad_norm": 3.6192879676818848, |
| "learning_rate": 4.395424836601307e-05, |
| "loss": 3.145036315917969, |
| "step": 1000 |
| }, |
| { |
| "epoch": 0.21003990758244068, |
| "eval_loss": 3.8735694885253906, |
| "eval_runtime": 24.3553, |
| "eval_samples_per_second": 11.127, |
| "eval_steps_per_second": 2.792, |
| "step": 1000 |
| }, |
| { |
| "epoch": 0.2205419029615627, |
| "grad_norm": 6.488380432128906, |
| "learning_rate": 4.337068160597573e-05, |
| "loss": 3.167205810546875, |
| "step": 1050 |
| }, |
| { |
| "epoch": 0.23104389834068473, |
| "grad_norm": 3.438765525817871, |
| "learning_rate": 4.278711484593838e-05, |
| "loss": 3.0527557373046874, |
| "step": 1100 |
| }, |
| { |
| "epoch": 0.24154589371980675, |
| "grad_norm": 3.3744046688079834, |
| "learning_rate": 4.220354808590103e-05, |
| "loss": 3.056681823730469, |
| "step": 1150 |
| }, |
| { |
| "epoch": 0.2520478890989288, |
| "grad_norm": 2.0418734550476074, |
| "learning_rate": 4.1619981325863684e-05, |
| "loss": 3.0335903930664063, |
| "step": 1200 |
| }, |
| { |
| "epoch": 0.26254988447805083, |
| "grad_norm": 3.0685362815856934, |
| "learning_rate": 4.1036414565826334e-05, |
| "loss": 2.931863098144531, |
| "step": 1250 |
| }, |
| { |
| "epoch": 0.2730518798571729, |
| "grad_norm": 2.3799123764038086, |
| "learning_rate": 4.0452847805788984e-05, |
| "loss": 3.0471902465820313, |
| "step": 1300 |
| }, |
| { |
| "epoch": 0.2835538752362949, |
| "grad_norm": 2.9344570636749268, |
| "learning_rate": 3.986928104575164e-05, |
| "loss": 2.888125, |
| "step": 1350 |
| }, |
| { |
| "epoch": 0.29405587061541694, |
| "grad_norm": 2.8988893032073975, |
| "learning_rate": 3.928571428571429e-05, |
| "loss": 2.940912170410156, |
| "step": 1400 |
| }, |
| { |
| "epoch": 0.304557865994539, |
| "grad_norm": 8.145448684692383, |
| "learning_rate": 3.870214752567694e-05, |
| "loss": 2.9622201538085937, |
| "step": 1450 |
| }, |
| { |
| "epoch": 0.315059861373661, |
| "grad_norm": 3.801460027694702, |
| "learning_rate": 3.811858076563959e-05, |
| "loss": 2.9859747314453124, |
| "step": 1500 |
| }, |
| { |
| "epoch": 0.315059861373661, |
| "eval_loss": 3.5815439224243164, |
| "eval_runtime": 24.3722, |
| "eval_samples_per_second": 11.119, |
| "eval_steps_per_second": 2.79, |
| "step": 1500 |
| }, |
| { |
| "epoch": 0.32556185675278304, |
| "grad_norm": 2.2608940601348877, |
| "learning_rate": 3.753501400560224e-05, |
| "loss": 2.870184326171875, |
| "step": 1550 |
| }, |
| { |
| "epoch": 0.33606385213190504, |
| "grad_norm": 3.5865588188171387, |
| "learning_rate": 3.6951447245564896e-05, |
| "loss": 2.9996963500976563, |
| "step": 1600 |
| }, |
| { |
| "epoch": 0.3465658475110271, |
| "grad_norm": 3.1756653785705566, |
| "learning_rate": 3.6367880485527545e-05, |
| "loss": 2.9004736328125, |
| "step": 1650 |
| }, |
| { |
| "epoch": 0.35706784289014915, |
| "grad_norm": 3.698146104812622, |
| "learning_rate": 3.5784313725490195e-05, |
| "loss": 2.9160443115234376, |
| "step": 1700 |
| }, |
| { |
| "epoch": 0.36756983826927114, |
| "grad_norm": 2.639841079711914, |
| "learning_rate": 3.520074696545285e-05, |
| "loss": 2.928147888183594, |
| "step": 1750 |
| }, |
| { |
| "epoch": 0.3780718336483932, |
| "grad_norm": 3.2465906143188477, |
| "learning_rate": 3.46171802054155e-05, |
| "loss": 2.837327575683594, |
| "step": 1800 |
| }, |
| { |
| "epoch": 0.38857382902751525, |
| "grad_norm": 3.475036859512329, |
| "learning_rate": 3.403361344537815e-05, |
| "loss": 2.87112548828125, |
| "step": 1850 |
| }, |
| { |
| "epoch": 0.39907582440663725, |
| "grad_norm": 2.9756319522857666, |
| "learning_rate": 3.34500466853408e-05, |
| "loss": 2.870127868652344, |
| "step": 1900 |
| }, |
| { |
| "epoch": 0.4095778197857593, |
| "grad_norm": 2.9511425495147705, |
| "learning_rate": 3.286647992530346e-05, |
| "loss": 2.887370910644531, |
| "step": 1950 |
| }, |
| { |
| "epoch": 0.42007981516488135, |
| "grad_norm": 2.802246332168579, |
| "learning_rate": 3.228291316526611e-05, |
| "loss": 2.8228793334960938, |
| "step": 2000 |
| }, |
| { |
| "epoch": 0.42007981516488135, |
| "eval_loss": 3.409285306930542, |
| "eval_runtime": 24.4492, |
| "eval_samples_per_second": 11.084, |
| "eval_steps_per_second": 2.781, |
| "step": 2000 |
| }, |
| { |
| "epoch": 0.43058181054400335, |
| "grad_norm": 3.337001085281372, |
| "learning_rate": 3.169934640522876e-05, |
| "loss": 2.8744744873046875, |
| "step": 2050 |
| }, |
| { |
| "epoch": 0.4410838059231254, |
| "grad_norm": 2.8167831897735596, |
| "learning_rate": 3.1115779645191413e-05, |
| "loss": 2.8364910888671875, |
| "step": 2100 |
| }, |
| { |
| "epoch": 0.4515858013022474, |
| "grad_norm": 3.531158685684204, |
| "learning_rate": 3.053221288515406e-05, |
| "loss": 2.7930868530273436, |
| "step": 2150 |
| }, |
| { |
| "epoch": 0.46208779668136946, |
| "grad_norm": 2.5563290119171143, |
| "learning_rate": 2.9948646125116713e-05, |
| "loss": 2.8546572875976564, |
| "step": 2200 |
| }, |
| { |
| "epoch": 0.4725897920604915, |
| "grad_norm": 3.6629157066345215, |
| "learning_rate": 2.9365079365079366e-05, |
| "loss": 2.7838204956054686, |
| "step": 2250 |
| }, |
| { |
| "epoch": 0.4830917874396135, |
| "grad_norm": 3.887286424636841, |
| "learning_rate": 2.8781512605042016e-05, |
| "loss": 2.851587829589844, |
| "step": 2300 |
| }, |
| { |
| "epoch": 0.49359378281873556, |
| "grad_norm": 4.215712547302246, |
| "learning_rate": 2.819794584500467e-05, |
| "loss": 2.83611328125, |
| "step": 2350 |
| }, |
| { |
| "epoch": 0.5040957781978576, |
| "grad_norm": 3.636672019958496, |
| "learning_rate": 2.7614379084967322e-05, |
| "loss": 2.8077880859375, |
| "step": 2400 |
| }, |
| { |
| "epoch": 0.5145977735769797, |
| "grad_norm": 3.7146553993225098, |
| "learning_rate": 2.7030812324929972e-05, |
| "loss": 2.8354559326171875, |
| "step": 2450 |
| }, |
| { |
| "epoch": 0.5250997689561017, |
| "grad_norm": 2.1127307415008545, |
| "learning_rate": 2.6447245564892625e-05, |
| "loss": 2.7687191772460937, |
| "step": 2500 |
| }, |
| { |
| "epoch": 0.5250997689561017, |
| "eval_loss": 3.3053934574127197, |
| "eval_runtime": 24.4584, |
| "eval_samples_per_second": 11.08, |
| "eval_steps_per_second": 2.78, |
| "step": 2500 |
| }, |
| { |
| "epoch": 0.5356017643352237, |
| "grad_norm": 3.9465138912200928, |
| "learning_rate": 2.5863678804855278e-05, |
| "loss": 2.762879638671875, |
| "step": 2550 |
| }, |
| { |
| "epoch": 0.5461037597143458, |
| "grad_norm": 2.7259905338287354, |
| "learning_rate": 2.5280112044817928e-05, |
| "loss": 2.7311965942382814, |
| "step": 2600 |
| }, |
| { |
| "epoch": 0.5566057550934678, |
| "grad_norm": 2.7369556427001953, |
| "learning_rate": 2.469654528478058e-05, |
| "loss": 2.7701571655273436, |
| "step": 2650 |
| }, |
| { |
| "epoch": 0.5671077504725898, |
| "grad_norm": 3.810979127883911, |
| "learning_rate": 2.411297852474323e-05, |
| "loss": 2.7268853759765626, |
| "step": 2700 |
| }, |
| { |
| "epoch": 0.5776097458517119, |
| "grad_norm": 2.9589717388153076, |
| "learning_rate": 2.3529411764705884e-05, |
| "loss": 2.7360519409179687, |
| "step": 2750 |
| }, |
| { |
| "epoch": 0.5881117412308339, |
| "grad_norm": 3.193847894668579, |
| "learning_rate": 2.2945845004668533e-05, |
| "loss": 2.722780456542969, |
| "step": 2800 |
| }, |
| { |
| "epoch": 0.5986137366099559, |
| "grad_norm": 3.0324525833129883, |
| "learning_rate": 2.2362278244631187e-05, |
| "loss": 2.817607421875, |
| "step": 2850 |
| }, |
| { |
| "epoch": 0.609115731989078, |
| "grad_norm": 3.465670108795166, |
| "learning_rate": 2.177871148459384e-05, |
| "loss": 2.725840759277344, |
| "step": 2900 |
| }, |
| { |
| "epoch": 0.6196177273682, |
| "grad_norm": 3.059812307357788, |
| "learning_rate": 2.119514472455649e-05, |
| "loss": 2.73619140625, |
| "step": 2950 |
| }, |
| { |
| "epoch": 0.630119722747322, |
| "grad_norm": 3.341780662536621, |
| "learning_rate": 2.0611577964519143e-05, |
| "loss": 2.7529730224609374, |
| "step": 3000 |
| }, |
| { |
| "epoch": 0.630119722747322, |
| "eval_loss": 3.2174906730651855, |
| "eval_runtime": 24.4218, |
| "eval_samples_per_second": 11.097, |
| "eval_steps_per_second": 2.784, |
| "step": 3000 |
| } |
| ], |
| "logging_steps": 50, |
| "max_steps": 4761, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 1, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "EarlyStoppingCallback": { |
| "args": { |
| "early_stopping_patience": 3, |
| "early_stopping_threshold": 0.01 |
| }, |
| "attributes": { |
| "early_stopping_patience_counter": 0 |
| } |
| }, |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 4.283008443823718e+16, |
| "train_batch_size": 4, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
