| { |
| "best_metric": 0.2653820216655731, |
| "best_model_checkpoint": "/home/philipp.meier/author_writing_sentences/outputs/specific/ernie/macro/hard_512/checkpoint-3190", |
| "epoch": 9.999530001566661, |
| "eval_steps": 500, |
| "global_step": 15950, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.31333228889237036, |
| "grad_norm": 6.813873767852783, |
| "learning_rate": 4.8432601880877745e-05, |
| "loss": 0.3216, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.6266645777847407, |
| "grad_norm": 2.24408221244812, |
| "learning_rate": 4.686520376175549e-05, |
| "loss": 0.2793, |
| "step": 1000 |
| }, |
| { |
| "epoch": 0.9399968666771111, |
| "grad_norm": 3.0516178607940674, |
| "learning_rate": 4.529780564263323e-05, |
| "loss": 0.2721, |
| "step": 1500 |
| }, |
| { |
| "epoch": 0.9995300015666615, |
| "eval_f1": 0.7722205654410168, |
| "eval_loss": 0.2868705093860626, |
| "eval_runtime": 91.0612, |
| "eval_samples_per_second": 57.577, |
| "eval_steps_per_second": 14.397, |
| "step": 1595 |
| }, |
| { |
| "epoch": 1.25379915400282, |
| "grad_norm": 2.2203149795532227, |
| "learning_rate": 4.373040752351097e-05, |
| "loss": 0.2338, |
| "step": 2000 |
| }, |
| { |
| "epoch": 1.5671314428951904, |
| "grad_norm": 3.7226078510284424, |
| "learning_rate": 4.2163009404388715e-05, |
| "loss": 0.2156, |
| "step": 2500 |
| }, |
| { |
| "epoch": 1.8804637317875605, |
| "grad_norm": 11.44078254699707, |
| "learning_rate": 4.059561128526646e-05, |
| "loss": 0.2212, |
| "step": 3000 |
| }, |
| { |
| "epoch": 1.9995300015666615, |
| "eval_f1": 0.7341981355267706, |
| "eval_loss": 0.2653820216655731, |
| "eval_runtime": 91.0, |
| "eval_samples_per_second": 57.615, |
| "eval_steps_per_second": 14.407, |
| "step": 3190 |
| }, |
| { |
| "epoch": 2.1942660191132695, |
| "grad_norm": 2.2864012718200684, |
| "learning_rate": 3.90282131661442e-05, |
| "loss": 0.183, |
| "step": 3500 |
| }, |
| { |
| "epoch": 2.50759830800564, |
| "grad_norm": 10.732903480529785, |
| "learning_rate": 3.746081504702195e-05, |
| "loss": 0.1671, |
| "step": 4000 |
| }, |
| { |
| "epoch": 2.8209305968980103, |
| "grad_norm": 5.939886093139648, |
| "learning_rate": 3.5893416927899686e-05, |
| "loss": 0.1721, |
| "step": 4500 |
| }, |
| { |
| "epoch": 2.9995300015666615, |
| "eval_f1": 0.8214090906804821, |
| "eval_loss": 0.3026501536369324, |
| "eval_runtime": 90.9433, |
| "eval_samples_per_second": 57.651, |
| "eval_steps_per_second": 14.416, |
| "step": 4785 |
| }, |
| { |
| "epoch": 3.134732884223719, |
| "grad_norm": 1.2383900880813599, |
| "learning_rate": 3.4326018808777435e-05, |
| "loss": 0.1467, |
| "step": 5000 |
| }, |
| { |
| "epoch": 3.4480651731160896, |
| "grad_norm": 4.738731861114502, |
| "learning_rate": 3.275862068965517e-05, |
| "loss": 0.1177, |
| "step": 5500 |
| }, |
| { |
| "epoch": 3.76139746200846, |
| "grad_norm": 8.59209156036377, |
| "learning_rate": 3.119122257053292e-05, |
| "loss": 0.1218, |
| "step": 6000 |
| }, |
| { |
| "epoch": 3.9995300015666615, |
| "eval_f1": 0.8193411263336241, |
| "eval_loss": 0.2795597016811371, |
| "eval_runtime": 91.0456, |
| "eval_samples_per_second": 57.587, |
| "eval_steps_per_second": 14.399, |
| "step": 6380 |
| }, |
| { |
| "epoch": 4.0751997493341685, |
| "grad_norm": 26.97426986694336, |
| "learning_rate": 2.962382445141066e-05, |
| "loss": 0.1189, |
| "step": 6500 |
| }, |
| { |
| "epoch": 4.388532038226539, |
| "grad_norm": 3.5549023151397705, |
| "learning_rate": 2.8056426332288405e-05, |
| "loss": 0.0879, |
| "step": 7000 |
| }, |
| { |
| "epoch": 4.701864327118909, |
| "grad_norm": 4.484798431396484, |
| "learning_rate": 2.6489028213166144e-05, |
| "loss": 0.0878, |
| "step": 7500 |
| }, |
| { |
| "epoch": 4.9995300015666615, |
| "eval_f1": 0.8158898829210776, |
| "eval_loss": 0.3778676986694336, |
| "eval_runtime": 90.7155, |
| "eval_samples_per_second": 57.796, |
| "eval_steps_per_second": 14.452, |
| "step": 7975 |
| }, |
| { |
| "epoch": 5.015666614444618, |
| "grad_norm": 0.11927812546491623, |
| "learning_rate": 2.4921630094043887e-05, |
| "loss": 0.0921, |
| "step": 8000 |
| }, |
| { |
| "epoch": 5.328998903336989, |
| "grad_norm": 7.248912811279297, |
| "learning_rate": 2.335423197492163e-05, |
| "loss": 0.064, |
| "step": 8500 |
| }, |
| { |
| "epoch": 5.642331192229359, |
| "grad_norm": 5.339770793914795, |
| "learning_rate": 2.1786833855799376e-05, |
| "loss": 0.0675, |
| "step": 9000 |
| }, |
| { |
| "epoch": 5.9556634811217295, |
| "grad_norm": 7.253896713256836, |
| "learning_rate": 2.0219435736677118e-05, |
| "loss": 0.0731, |
| "step": 9500 |
| }, |
| { |
| "epoch": 5.9995300015666615, |
| "eval_f1": 0.815418634651262, |
| "eval_loss": 0.48566773533821106, |
| "eval_runtime": 90.6913, |
| "eval_samples_per_second": 57.811, |
| "eval_steps_per_second": 14.456, |
| "step": 9570 |
| }, |
| { |
| "epoch": 6.269465768447438, |
| "grad_norm": 11.255759239196777, |
| "learning_rate": 1.865203761755486e-05, |
| "loss": 0.0509, |
| "step": 10000 |
| }, |
| { |
| "epoch": 6.582798057339809, |
| "grad_norm": 14.333255767822266, |
| "learning_rate": 1.7084639498432603e-05, |
| "loss": 0.0509, |
| "step": 10500 |
| }, |
| { |
| "epoch": 6.896130346232179, |
| "grad_norm": 0.0382259301841259, |
| "learning_rate": 1.5517241379310346e-05, |
| "loss": 0.0459, |
| "step": 11000 |
| }, |
| { |
| "epoch": 6.9995300015666615, |
| "eval_f1": 0.8059023505893753, |
| "eval_loss": 0.5288071036338806, |
| "eval_runtime": 90.738, |
| "eval_samples_per_second": 57.782, |
| "eval_steps_per_second": 14.448, |
| "step": 11165 |
| }, |
| { |
| "epoch": 7.209932633557888, |
| "grad_norm": 0.03432682529091835, |
| "learning_rate": 1.3949843260188088e-05, |
| "loss": 0.0415, |
| "step": 11500 |
| }, |
| { |
| "epoch": 7.523264922450259, |
| "grad_norm": 12.062665939331055, |
| "learning_rate": 1.2382445141065831e-05, |
| "loss": 0.0297, |
| "step": 12000 |
| }, |
| { |
| "epoch": 7.836597211342629, |
| "grad_norm": 0.04464669153094292, |
| "learning_rate": 1.0815047021943574e-05, |
| "loss": 0.0362, |
| "step": 12500 |
| }, |
| { |
| "epoch": 7.9995300015666615, |
| "eval_f1": 0.812358261029243, |
| "eval_loss": 0.6266328692436218, |
| "eval_runtime": 90.879, |
| "eval_samples_per_second": 57.692, |
| "eval_steps_per_second": 14.426, |
| "step": 12760 |
| }, |
| { |
| "epoch": 8.150399498668337, |
| "grad_norm": 0.12006869912147522, |
| "learning_rate": 9.247648902821316e-06, |
| "loss": 0.025, |
| "step": 13000 |
| }, |
| { |
| "epoch": 8.463731787560707, |
| "grad_norm": 0.046469058841466904, |
| "learning_rate": 7.68025078369906e-06, |
| "loss": 0.0245, |
| "step": 13500 |
| }, |
| { |
| "epoch": 8.777064076453078, |
| "grad_norm": 0.018443206325173378, |
| "learning_rate": 6.112852664576803e-06, |
| "loss": 0.0234, |
| "step": 14000 |
| }, |
| { |
| "epoch": 8.999530001566661, |
| "eval_f1": 0.8142940244894366, |
| "eval_loss": 0.6539496779441833, |
| "eval_runtime": 90.9198, |
| "eval_samples_per_second": 57.666, |
| "eval_steps_per_second": 14.419, |
| "step": 14355 |
| }, |
| { |
| "epoch": 9.090866363778787, |
| "grad_norm": 0.011548267677426338, |
| "learning_rate": 4.5454545454545455e-06, |
| "loss": 0.0201, |
| "step": 14500 |
| }, |
| { |
| "epoch": 9.404198652671157, |
| "grad_norm": 0.01802981086075306, |
| "learning_rate": 2.9780564263322885e-06, |
| "loss": 0.0193, |
| "step": 15000 |
| }, |
| { |
| "epoch": 9.717530941563528, |
| "grad_norm": 0.10749288648366928, |
| "learning_rate": 1.4106583072100315e-06, |
| "loss": 0.0176, |
| "step": 15500 |
| }, |
| { |
| "epoch": 9.999530001566661, |
| "eval_f1": 0.8171148524282092, |
| "eval_loss": 0.723384439945221, |
| "eval_runtime": 90.7517, |
| "eval_samples_per_second": 57.773, |
| "eval_steps_per_second": 14.446, |
| "step": 15950 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 15950, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 10, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 1.343392426457088e+17, |
| "train_batch_size": 4, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|