| { |
| "best_global_step": 1424, |
| "best_metric": 0.7741483492424905, |
| "best_model_checkpoint": "sindhibert_ner_v2/checkpoint-1424", |
| "epoch": 4.0, |
| "eval_steps": 356, |
| "global_step": 1424, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.2812939521800281, |
| "grad_norm": 9.956046104431152, |
| "learning_rate": 1.6685393258426966e-05, |
| "loss": 2.9438055419921874, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.5625879043600562, |
| "grad_norm": 9.802416801452637, |
| "learning_rate": 2.9987282164731155e-05, |
| "loss": 0.8266248321533203, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.8438818565400844, |
| "grad_norm": 6.607327461242676, |
| "learning_rate": 2.9579691638256147e-05, |
| "loss": 0.622057991027832, |
| "step": 300 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_f1": 0.5810973451327435, |
| "eval_f1_DATE_TIME": 0.8529801324503312, |
| "eval_f1_EVENT": 0.1316872427983539, |
| "eval_f1_LOCATION": 0.7365342432366562, |
| "eval_f1_ORG": 0.37763116556707504, |
| "eval_f1_PERSON": 0.605584642233857, |
| "eval_f1_TITLE": 0.6061554512258737, |
| "eval_loss": 0.24599596858024597, |
| "eval_runtime": 2.5923, |
| "eval_samples_per_second": 974.42, |
| "eval_steps_per_second": 30.475, |
| "step": 356 |
| }, |
| { |
| "epoch": 1.1237693389592125, |
| "grad_norm": 8.488602638244629, |
| "learning_rate": 2.8613205356500785e-05, |
| "loss": 0.4819778823852539, |
| "step": 400 |
| }, |
| { |
| "epoch": 1.4050632911392404, |
| "grad_norm": 6.543027400970459, |
| "learning_rate": 2.7124872462465625e-05, |
| "loss": 0.37242794036865234, |
| "step": 500 |
| }, |
| { |
| "epoch": 1.6863572433192686, |
| "grad_norm": 7.36555290222168, |
| "learning_rate": 2.517174649044749e-05, |
| "loss": 0.3637136459350586, |
| "step": 600 |
| }, |
| { |
| "epoch": 1.9676511954992968, |
| "grad_norm": 3.421555995941162, |
| "learning_rate": 2.2828698284245604e-05, |
| "loss": 0.3521112060546875, |
| "step": 700 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_f1": 0.681080224914865, |
| "eval_f1_DATE_TIME": 0.7850241545893719, |
| "eval_f1_EVENT": 0.2574712643678161, |
| "eval_f1_LOCATION": 0.784957092377587, |
| "eval_f1_ORG": 0.5021991203518592, |
| "eval_f1_PERSON": 0.6830154405086286, |
| "eval_f1_TITLE": 0.7609511889862327, |
| "eval_loss": 0.20519763231277466, |
| "eval_runtime": 2.582, |
| "eval_samples_per_second": 978.319, |
| "eval_steps_per_second": 30.597, |
| "step": 712 |
| }, |
| { |
| "epoch": 2.247538677918425, |
| "grad_norm": 2.109884738922119, |
| "learning_rate": 2.0185545909245344e-05, |
| "loss": 0.24458488464355468, |
| "step": 800 |
| }, |
| { |
| "epoch": 2.528832630098453, |
| "grad_norm": 2.8797037601470947, |
| "learning_rate": 1.7343611579907725e-05, |
| "loss": 0.212690372467041, |
| "step": 900 |
| }, |
| { |
| "epoch": 2.810126582278481, |
| "grad_norm": 5.664893627166748, |
| "learning_rate": 1.4411837588899939e-05, |
| "loss": 0.18955570220947265, |
| "step": 1000 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_f1": 0.6778448823903368, |
| "eval_f1_DATE_TIME": 0.7517401392111369, |
| "eval_f1_EVENT": 0.22174840085287847, |
| "eval_f1_LOCATION": 0.7845415508966911, |
| "eval_f1_ORG": 0.5135026199113262, |
| "eval_f1_PERSON": 0.7053455019556715, |
| "eval_f1_TITLE": 0.7071633237822349, |
| "eval_loss": 0.22204764187335968, |
| "eval_runtime": 2.5828, |
| "eval_samples_per_second": 978.001, |
| "eval_steps_per_second": 30.587, |
| "step": 1068 |
| }, |
| { |
| "epoch": 3.090014064697609, |
| "grad_norm": 3.924571990966797, |
| "learning_rate": 1.1502610129268493e-05, |
| "loss": 0.17344663619995118, |
| "step": 1100 |
| }, |
| { |
| "epoch": 3.371308016877637, |
| "grad_norm": 4.71477746963501, |
| "learning_rate": 8.727451098641628e-06, |
| "loss": 0.11389885902404785, |
| "step": 1200 |
| }, |
| { |
| "epoch": 3.652601969057665, |
| "grad_norm": 3.7797605991363525, |
| "learning_rate": 6.192743035205252e-06, |
| "loss": 0.13766860008239745, |
| "step": 1300 |
| }, |
| { |
| "epoch": 3.9338959212376934, |
| "grad_norm": 7.3217573165893555, |
| "learning_rate": 3.99565106512789e-06, |
| "loss": 0.11051109313964844, |
| "step": 1400 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_f1": 0.7741483492424905, |
| "eval_f1_DATE_TIME": 0.8885869565217391, |
| "eval_f1_EVENT": 0.43939393939393934, |
| "eval_f1_LOCATION": 0.8579088471849866, |
| "eval_f1_ORG": 0.6117216117216118, |
| "eval_f1_PERSON": 0.7820689655172415, |
| "eval_f1_TITLE": 0.788785046728972, |
| "eval_loss": 0.2307787537574768, |
| "eval_runtime": 2.5777, |
| "eval_samples_per_second": 979.958, |
| "eval_steps_per_second": 30.648, |
| "step": 1424 |
| } |
| ], |
| "logging_steps": 100, |
| "max_steps": 1780, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 5, |
| "save_steps": 356, |
| "stateful_callbacks": { |
| "EarlyStoppingCallback": { |
| "args": { |
| "early_stopping_patience": 2, |
| "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": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 1.1882867759874048e+16, |
| "train_batch_size": 32, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
