| { |
| "best_metric": 0.5226846644169478, |
| "best_model_checkpoint": "citation_intent_classification_roberta_dapt/checkpoint-316", |
| "epoch": 4.0, |
| "global_step": 422, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.95, |
| "learning_rate": 1.9250253292806485e-05, |
| "loss": 1.4387, |
| "step": 100 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6140350877192983, |
| "eval_f1_macro": 0.24471943248844252, |
| "eval_loss": 1.0765323638916016, |
| "eval_runtime": 0.3327, |
| "eval_samples_per_second": 342.624, |
| "eval_steps_per_second": 24.044, |
| "step": 105 |
| }, |
| { |
| "epoch": 1.9, |
| "learning_rate": 1.7223910840932118e-05, |
| "loss": 1.0272, |
| "step": 200 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7192982456140351, |
| "eval_f1_macro": 0.34632500717772036, |
| "eval_loss": 0.881606936454773, |
| "eval_runtime": 0.3227, |
| "eval_samples_per_second": 353.261, |
| "eval_steps_per_second": 24.79, |
| "step": 211 |
| }, |
| { |
| "epoch": 2.84, |
| "learning_rate": 1.5197568389057753e-05, |
| "loss": 0.815, |
| "step": 300 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7719298245614035, |
| "eval_f1_macro": 0.5226846644169478, |
| "eval_loss": 0.807743489742279, |
| "eval_runtime": 0.3233, |
| "eval_samples_per_second": 352.616, |
| "eval_steps_per_second": 24.745, |
| "step": 316 |
| }, |
| { |
| "epoch": 3.79, |
| "learning_rate": 1.3171225937183386e-05, |
| "loss": 0.5604, |
| "step": 400 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.7280701754385965, |
| "eval_f1_macro": 0.4904761087856539, |
| "eval_loss": 0.7902174592018127, |
| "eval_runtime": 0.3265, |
| "eval_samples_per_second": 349.161, |
| "eval_steps_per_second": 24.502, |
| "step": 422 |
| } |
| ], |
| "max_steps": 1050, |
| "num_train_epochs": 10, |
| "total_flos": 352832263206048.0, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|