| { |
| "best_global_step": 122, |
| "best_metric": 0.9440661564177004, |
| "best_model_checkpoint": "../models/distilbert-ad-detection/checkpoint-122", |
| "epoch": 3.0, |
| "eval_steps": 500, |
| "global_step": 183, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.819672131147541, |
| "grad_norm": 1.6779587268829346, |
| "learning_rate": 2.45e-05, |
| "loss": 0.5205, |
| "step": 50 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8518518518518519, |
| "eval_f1": 0.7837037037037037, |
| "eval_loss": 0.28867536783218384, |
| "eval_precision": 0.7256515775034293, |
| "eval_recall": 0.8518518518518519, |
| "eval_runtime": 1.7374, |
| "eval_samples_per_second": 139.867, |
| "eval_steps_per_second": 9.209, |
| "step": 61 |
| }, |
| { |
| "epoch": 1.639344262295082, |
| "grad_norm": 1.3054509162902832, |
| "learning_rate": 4.9500000000000004e-05, |
| "loss": 0.229, |
| "step": 100 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9465020576131687, |
| "eval_f1": 0.9440661564177004, |
| "eval_loss": 0.14445427060127258, |
| "eval_precision": 0.9448681682004273, |
| "eval_recall": 0.9465020576131687, |
| "eval_runtime": 1.1734, |
| "eval_samples_per_second": 207.093, |
| "eval_steps_per_second": 13.636, |
| "step": 122 |
| }, |
| { |
| "epoch": 2.459016393442623, |
| "grad_norm": 7.326109886169434, |
| "learning_rate": 2.0481927710843373e-05, |
| "loss": 0.1275, |
| "step": 150 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9423868312757202, |
| "eval_f1": 0.9401795735129068, |
| "eval_loss": 0.23979587852954865, |
| "eval_precision": 0.9402538688923664, |
| "eval_recall": 0.9423868312757202, |
| "eval_runtime": 1.3575, |
| "eval_samples_per_second": 179.0, |
| "eval_steps_per_second": 11.786, |
| "step": 183 |
| } |
| ], |
| "logging_steps": 50, |
| "max_steps": 183, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 3, |
| "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": 39903216591240.0, |
| "train_batch_size": 16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
