| { | |
| "best_metric": 0.9320297951582869, | |
| "best_model_checkpoint": "/content/dissertation/scripts/ner/output/checkpoint-4350", | |
| "epoch": 9.988518943742825, | |
| "eval_steps": 500, | |
| "global_step": 4350, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.9988518943742825, | |
| "eval_accuracy": 0.9981441687829654, | |
| "eval_f1": 0.8958333333333334, | |
| "eval_loss": 0.006047643255442381, | |
| "eval_precision": 0.8713656387665198, | |
| "eval_recall": 0.9217148182665424, | |
| "eval_runtime": 14.9983, | |
| "eval_samples_per_second": 463.12, | |
| "eval_steps_per_second": 57.94, | |
| "step": 435 | |
| }, | |
| { | |
| "epoch": 1.148105625717566, | |
| "grad_norm": 0.025908155366778374, | |
| "learning_rate": 4.4252873563218394e-05, | |
| "loss": 0.0156, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9986604526553735, | |
| "eval_f1": 0.92, | |
| "eval_loss": 0.004434330388903618, | |
| "eval_precision": 0.9182915506035283, | |
| "eval_recall": 0.9217148182665424, | |
| "eval_runtime": 15.157, | |
| "eval_samples_per_second": 458.27, | |
| "eval_steps_per_second": 57.333, | |
| "step": 871 | |
| }, | |
| { | |
| "epoch": 2.296211251435132, | |
| "grad_norm": 0.015398409217596054, | |
| "learning_rate": 3.850574712643678e-05, | |
| "loss": 0.0038, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.9988518943742823, | |
| "eval_accuracy": 0.9986883598917199, | |
| "eval_f1": 0.9181073703366698, | |
| "eval_loss": 0.0040275463834404945, | |
| "eval_precision": 0.8968888888888888, | |
| "eval_recall": 0.940354147250699, | |
| "eval_runtime": 15.1362, | |
| "eval_samples_per_second": 458.9, | |
| "eval_steps_per_second": 57.412, | |
| "step": 1306 | |
| }, | |
| { | |
| "epoch": 3.444316877152698, | |
| "grad_norm": 0.024467067793011665, | |
| "learning_rate": 3.275862068965517e-05, | |
| "loss": 0.0025, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9985837077554209, | |
| "eval_f1": 0.9215236346948141, | |
| "eval_loss": 0.004492571111768484, | |
| "eval_precision": 0.9077757685352622, | |
| "eval_recall": 0.9356943150046598, | |
| "eval_runtime": 15.2768, | |
| "eval_samples_per_second": 454.675, | |
| "eval_steps_per_second": 56.884, | |
| "step": 1742 | |
| }, | |
| { | |
| "epoch": 4.592422502870264, | |
| "grad_norm": 0.014663909561932087, | |
| "learning_rate": 2.7011494252873566e-05, | |
| "loss": 0.0016, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.998851894374282, | |
| "eval_accuracy": 0.9985906845645076, | |
| "eval_f1": 0.9138576779026217, | |
| "eval_loss": 0.0054086255840957165, | |
| "eval_precision": 0.9181561618062088, | |
| "eval_recall": 0.9095992544268406, | |
| "eval_runtime": 15.0107, | |
| "eval_samples_per_second": 462.737, | |
| "eval_steps_per_second": 57.892, | |
| "step": 2177 | |
| }, | |
| { | |
| "epoch": 5.7405281285878305, | |
| "grad_norm": 0.002929804613813758, | |
| "learning_rate": 2.1264367816091954e-05, | |
| "loss": 0.0011, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9986395222281137, | |
| "eval_f1": 0.9202965708989805, | |
| "eval_loss": 0.00529602263122797, | |
| "eval_precision": 0.9152073732718894, | |
| "eval_recall": 0.9254426840633737, | |
| "eval_runtime": 15.2091, | |
| "eval_samples_per_second": 456.701, | |
| "eval_steps_per_second": 57.137, | |
| "step": 2613 | |
| }, | |
| { | |
| "epoch": 6.888633754305396, | |
| "grad_norm": 0.06796916574239731, | |
| "learning_rate": 1.5517241379310346e-05, | |
| "loss": 0.0009, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 6.998851894374282, | |
| "eval_accuracy": 0.9986604526553735, | |
| "eval_f1": 0.9314179796107507, | |
| "eval_loss": 0.006041177082806826, | |
| "eval_precision": 0.9262672811059908, | |
| "eval_recall": 0.9366262814538676, | |
| "eval_runtime": 15.0006, | |
| "eval_samples_per_second": 463.048, | |
| "eval_steps_per_second": 57.931, | |
| "step": 3048 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9987511511734993, | |
| "eval_f1": 0.9290976058931859, | |
| "eval_loss": 0.005891016684472561, | |
| "eval_precision": 0.9181073703366697, | |
| "eval_recall": 0.940354147250699, | |
| "eval_runtime": 15.2005, | |
| "eval_samples_per_second": 456.957, | |
| "eval_steps_per_second": 57.169, | |
| "step": 3484 | |
| }, | |
| { | |
| "epoch": 8.036739380022961, | |
| "grad_norm": 0.0015728959115222096, | |
| "learning_rate": 9.770114942528738e-06, | |
| "loss": 0.0005, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 8.998851894374283, | |
| "eval_accuracy": 0.9987581279825859, | |
| "eval_f1": 0.9279404927940494, | |
| "eval_loss": 0.006726197898387909, | |
| "eval_precision": 0.9257884972170687, | |
| "eval_recall": 0.9301025163094129, | |
| "eval_runtime": 15.4019, | |
| "eval_samples_per_second": 450.984, | |
| "eval_steps_per_second": 56.422, | |
| "step": 3919 | |
| }, | |
| { | |
| "epoch": 9.184845005740527, | |
| "grad_norm": 0.11025261133909225, | |
| "learning_rate": 4.022988505747127e-06, | |
| "loss": 0.0003, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 9.988518943742825, | |
| "eval_accuracy": 0.998772081600759, | |
| "eval_f1": 0.9320297951582869, | |
| "eval_loss": 0.007080046460032463, | |
| "eval_precision": 0.9311627906976744, | |
| "eval_recall": 0.9328984156570364, | |
| "eval_runtime": 15.2679, | |
| "eval_samples_per_second": 454.941, | |
| "eval_steps_per_second": 56.917, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 9.988518943742825, | |
| "step": 4350, | |
| "total_flos": 1.1084127968547612e+16, | |
| "train_loss": 0.003044272955806776, | |
| "train_runtime": 1809.5975, | |
| "train_samples_per_second": 153.852, | |
| "train_steps_per_second": 2.404 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 4350, | |
| "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": 1.1084127968547612e+16, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |