| { |
| "best_global_step": 432, |
| "best_metric": 0.8670062252405206, |
| "best_model_checkpoint": "ft_outputs/notebook_model_clf/checkpoint-432", |
| "epoch": 2.0, |
| "eval_steps": 500, |
| "global_step": 432, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.23148148148148148, |
| "grad_norm": 34.480255126953125, |
| "learning_rate": 9.845758354755784e-06, |
| "loss": 0.49710899353027344, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.46296296296296297, |
| "grad_norm": 14.985294342041016, |
| "learning_rate": 8.560411311053985e-06, |
| "loss": 0.4200091552734375, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.6944444444444444, |
| "grad_norm": 11.86069393157959, |
| "learning_rate": 7.275064267352185e-06, |
| "loss": 0.3548846435546875, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.9259259259259259, |
| "grad_norm": 14.185436248779297, |
| "learning_rate": 5.9897172236503865e-06, |
| "loss": 0.3545515060424805, |
| "step": 200 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8443478260869566, |
| "eval_f1": 0.8380090497737557, |
| "eval_loss": 0.3412903845310211, |
| "eval_precision": 0.9090314136125655, |
| "eval_recall": 0.7772803581421377, |
| "eval_roc_auc": 0.9340782513920103, |
| "eval_runtime": 19.7364, |
| "eval_samples_per_second": 174.804, |
| "eval_steps_per_second": 2.736, |
| "step": 216 |
| }, |
| { |
| "epoch": 1.1574074074074074, |
| "grad_norm": 33.73603057861328, |
| "learning_rate": 4.704370179948586e-06, |
| "loss": 0.25113576889038086, |
| "step": 250 |
| }, |
| { |
| "epoch": 1.3888888888888888, |
| "grad_norm": 71.73030853271484, |
| "learning_rate": 3.4190231362467867e-06, |
| "loss": 0.17481367111206056, |
| "step": 300 |
| }, |
| { |
| "epoch": 1.6203703703703702, |
| "grad_norm": 35.59589767456055, |
| "learning_rate": 2.1336760925449874e-06, |
| "loss": 0.1653757858276367, |
| "step": 350 |
| }, |
| { |
| "epoch": 1.8518518518518519, |
| "grad_norm": 16.84499740600586, |
| "learning_rate": 8.483290488431877e-07, |
| "loss": 0.15949118614196778, |
| "step": 400 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.863768115942029, |
| "eval_f1": 0.8670062252405206, |
| "eval_loss": 0.33692029118537903, |
| "eval_precision": 0.8769318832283916, |
| "eval_recall": 0.8573027420257414, |
| "eval_roc_auc": 0.9436943704801936, |
| "eval_runtime": 19.6866, |
| "eval_samples_per_second": 175.246, |
| "eval_steps_per_second": 2.743, |
| "step": 432 |
| }, |
| { |
| "epoch": 2.0, |
| "step": 432, |
| "total_flos": 9778520136265728.0, |
| "train_loss": 0.28536773942134996, |
| "train_runtime": 974.0574, |
| "train_samples_per_second": 28.327, |
| "train_steps_per_second": 0.444 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.863768115942029, |
| "eval_f1": 0.8670062252405206, |
| "eval_loss": 0.33692029118537903, |
| "eval_precision": 0.8769318832283916, |
| "eval_recall": 0.8573027420257414, |
| "eval_roc_auc": 0.9436943704801936, |
| "eval_runtime": 19.3494, |
| "eval_samples_per_second": 178.3, |
| "eval_steps_per_second": 2.791, |
| "step": 432 |
| } |
| ], |
| "logging_steps": 50, |
| "max_steps": 432, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 2, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "EarlyStoppingCallback": { |
| "args": { |
| "early_stopping_patience": 3, |
| "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": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 9778520136265728.0, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|