|
{ |
|
"best_metric": 1.435917854309082, |
|
"best_model_checkpoint": "/content/drive/MyDrive/Colab Notebooks/bert-base-multilingual-cased-finetuned-yiddish-experiment-3/checkpoint-2200", |
|
"epoch": 6.1465721040189125, |
|
"eval_steps": 100, |
|
"global_step": 2600, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.2364066193853428, |
|
"grad_norm": 28.178190231323242, |
|
"learning_rate": 1.6666666666666667e-06, |
|
"loss": 11.143, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.2364066193853428, |
|
"eval_loss": 7.659108638763428, |
|
"eval_runtime": 0.809, |
|
"eval_samples_per_second": 260.829, |
|
"eval_steps_per_second": 65.516, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.4728132387706856, |
|
"grad_norm": 15.27036190032959, |
|
"learning_rate": 3.3333333333333333e-06, |
|
"loss": 4.1737, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.4728132387706856, |
|
"eval_loss": 2.2642054557800293, |
|
"eval_runtime": 0.8681, |
|
"eval_samples_per_second": 243.069, |
|
"eval_steps_per_second": 61.055, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.7092198581560284, |
|
"grad_norm": 13.071714401245117, |
|
"learning_rate": 5e-06, |
|
"loss": 2.0579, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.7092198581560284, |
|
"eval_loss": 1.7709782123565674, |
|
"eval_runtime": 0.8603, |
|
"eval_samples_per_second": 245.25, |
|
"eval_steps_per_second": 61.603, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.9456264775413712, |
|
"grad_norm": 8.75770092010498, |
|
"learning_rate": 4.8727735368956745e-06, |
|
"loss": 1.6963, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.9456264775413712, |
|
"eval_loss": 1.671216607093811, |
|
"eval_runtime": 0.9312, |
|
"eval_samples_per_second": 226.587, |
|
"eval_steps_per_second": 56.915, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.1820330969267139, |
|
"grad_norm": 11.299208641052246, |
|
"learning_rate": 4.745547073791349e-06, |
|
"loss": 1.5705, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.1820330969267139, |
|
"eval_loss": 1.6379029750823975, |
|
"eval_runtime": 0.872, |
|
"eval_samples_per_second": 241.979, |
|
"eval_steps_per_second": 60.782, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.4184397163120568, |
|
"grad_norm": 7.146368980407715, |
|
"learning_rate": 4.618320610687023e-06, |
|
"loss": 1.5353, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.4184397163120568, |
|
"eval_loss": 1.600274682044983, |
|
"eval_runtime": 0.9755, |
|
"eval_samples_per_second": 216.307, |
|
"eval_steps_per_second": 54.333, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.6548463356973995, |
|
"grad_norm": 7.896175861358643, |
|
"learning_rate": 4.491094147582698e-06, |
|
"loss": 1.5213, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.6548463356973995, |
|
"eval_loss": 1.52731454372406, |
|
"eval_runtime": 0.9375, |
|
"eval_samples_per_second": 225.075, |
|
"eval_steps_per_second": 56.535, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.8912529550827424, |
|
"grad_norm": 10.965773582458496, |
|
"learning_rate": 4.363867684478372e-06, |
|
"loss": 1.4387, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.8912529550827424, |
|
"eval_loss": 1.5414769649505615, |
|
"eval_runtime": 0.8682, |
|
"eval_samples_per_second": 243.03, |
|
"eval_steps_per_second": 61.045, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 2.127659574468085, |
|
"grad_norm": 10.384049415588379, |
|
"learning_rate": 4.236641221374046e-06, |
|
"loss": 1.3973, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 2.127659574468085, |
|
"eval_loss": 1.5529794692993164, |
|
"eval_runtime": 0.9033, |
|
"eval_samples_per_second": 233.6, |
|
"eval_steps_per_second": 58.677, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 2.3640661938534278, |
|
"grad_norm": 5.56968879699707, |
|
"learning_rate": 4.10941475826972e-06, |
|
"loss": 1.4266, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.3640661938534278, |
|
"eval_loss": 1.5328062772750854, |
|
"eval_runtime": 0.961, |
|
"eval_samples_per_second": 219.562, |
|
"eval_steps_per_second": 55.151, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.6004728132387704, |
|
"grad_norm": 10.164349555969238, |
|
"learning_rate": 3.982188295165394e-06, |
|
"loss": 1.3365, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 2.6004728132387704, |
|
"eval_loss": 1.5154240131378174, |
|
"eval_runtime": 0.8705, |
|
"eval_samples_per_second": 242.391, |
|
"eval_steps_per_second": 60.885, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 2.8368794326241136, |
|
"grad_norm": 9.04079532623291, |
|
"learning_rate": 3.8549618320610685e-06, |
|
"loss": 1.4423, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 2.8368794326241136, |
|
"eval_loss": 1.4661674499511719, |
|
"eval_runtime": 0.8755, |
|
"eval_samples_per_second": 240.994, |
|
"eval_steps_per_second": 60.534, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 3.0732860520094563, |
|
"grad_norm": 6.514869213104248, |
|
"learning_rate": 3.727735368956743e-06, |
|
"loss": 1.3948, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 3.0732860520094563, |
|
"eval_loss": 1.5041050910949707, |
|
"eval_runtime": 0.9417, |
|
"eval_samples_per_second": 224.068, |
|
"eval_steps_per_second": 56.283, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 3.309692671394799, |
|
"grad_norm": 10.943750381469727, |
|
"learning_rate": 3.600508905852418e-06, |
|
"loss": 1.3244, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 3.309692671394799, |
|
"eval_loss": 1.4529520273208618, |
|
"eval_runtime": 0.9102, |
|
"eval_samples_per_second": 231.812, |
|
"eval_steps_per_second": 58.228, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 3.546099290780142, |
|
"grad_norm": 10.225111961364746, |
|
"learning_rate": 3.473282442748092e-06, |
|
"loss": 1.3645, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 3.546099290780142, |
|
"eval_loss": 1.465559959411621, |
|
"eval_runtime": 0.9529, |
|
"eval_samples_per_second": 221.425, |
|
"eval_steps_per_second": 55.619, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 3.7825059101654848, |
|
"grad_norm": 7.151226043701172, |
|
"learning_rate": 3.3460559796437663e-06, |
|
"loss": 1.329, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 3.7825059101654848, |
|
"eval_loss": 1.4541741609573364, |
|
"eval_runtime": 0.8876, |
|
"eval_samples_per_second": 237.71, |
|
"eval_steps_per_second": 59.709, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 4.0189125295508275, |
|
"grad_norm": 8.583314895629883, |
|
"learning_rate": 3.2188295165394405e-06, |
|
"loss": 1.3326, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 4.0189125295508275, |
|
"eval_loss": 1.5292662382125854, |
|
"eval_runtime": 0.9651, |
|
"eval_samples_per_second": 218.633, |
|
"eval_steps_per_second": 54.917, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 4.25531914893617, |
|
"grad_norm": 9.412424087524414, |
|
"learning_rate": 3.091603053435115e-06, |
|
"loss": 1.2768, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 4.25531914893617, |
|
"eval_loss": 1.4574536085128784, |
|
"eval_runtime": 0.9385, |
|
"eval_samples_per_second": 224.829, |
|
"eval_steps_per_second": 56.474, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 4.491725768321513, |
|
"grad_norm": 12.185762405395508, |
|
"learning_rate": 2.964376590330789e-06, |
|
"loss": 1.3125, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 4.491725768321513, |
|
"eval_loss": 1.4637694358825684, |
|
"eval_runtime": 0.9372, |
|
"eval_samples_per_second": 225.131, |
|
"eval_steps_per_second": 56.549, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 4.7281323877068555, |
|
"grad_norm": 6.585460186004639, |
|
"learning_rate": 2.8371501272264633e-06, |
|
"loss": 1.2925, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 4.7281323877068555, |
|
"eval_loss": 1.4866981506347656, |
|
"eval_runtime": 0.9053, |
|
"eval_samples_per_second": 233.082, |
|
"eval_steps_per_second": 58.547, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 4.964539007092198, |
|
"grad_norm": 15.212538719177246, |
|
"learning_rate": 2.709923664122138e-06, |
|
"loss": 1.281, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 4.964539007092198, |
|
"eval_loss": 1.4827325344085693, |
|
"eval_runtime": 0.886, |
|
"eval_samples_per_second": 238.156, |
|
"eval_steps_per_second": 59.821, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 5.200945626477542, |
|
"grad_norm": 7.062072277069092, |
|
"learning_rate": 2.582697201017812e-06, |
|
"loss": 1.2966, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 5.200945626477542, |
|
"eval_loss": 1.435917854309082, |
|
"eval_runtime": 0.9144, |
|
"eval_samples_per_second": 230.752, |
|
"eval_steps_per_second": 57.961, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 5.4373522458628845, |
|
"grad_norm": 12.471199989318848, |
|
"learning_rate": 2.455470737913486e-06, |
|
"loss": 1.28, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 5.4373522458628845, |
|
"eval_loss": 1.4760586023330688, |
|
"eval_runtime": 0.8694, |
|
"eval_samples_per_second": 242.687, |
|
"eval_steps_per_second": 60.959, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 5.673758865248227, |
|
"grad_norm": 13.391254425048828, |
|
"learning_rate": 2.3282442748091603e-06, |
|
"loss": 1.2436, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 5.673758865248227, |
|
"eval_loss": 1.5006126165390015, |
|
"eval_runtime": 0.8661, |
|
"eval_samples_per_second": 243.634, |
|
"eval_steps_per_second": 61.197, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 5.91016548463357, |
|
"grad_norm": 7.622119903564453, |
|
"learning_rate": 2.201017811704835e-06, |
|
"loss": 1.2787, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 5.91016548463357, |
|
"eval_loss": 1.4511311054229736, |
|
"eval_runtime": 0.8806, |
|
"eval_samples_per_second": 239.596, |
|
"eval_steps_per_second": 60.183, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 6.1465721040189125, |
|
"grad_norm": 9.2753324508667, |
|
"learning_rate": 2.073791348600509e-06, |
|
"loss": 1.2344, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 6.1465721040189125, |
|
"eval_loss": 1.442953109741211, |
|
"eval_runtime": 0.9954, |
|
"eval_samples_per_second": 211.967, |
|
"eval_steps_per_second": 53.243, |
|
"step": 2600 |
|
} |
|
], |
|
"logging_steps": 100, |
|
"max_steps": 4230, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 10, |
|
"save_steps": 100, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 342521786880000.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|