| { |
| "best_global_step": 870, |
| "best_metric": 0.7589469053789701, |
| "best_model_checkpoint": "/content/drive/MyDrive/Colab_Policy_Classifier/models/clause_classifier/checkpoint-870", |
| "epoch": 3.0, |
| "eval_steps": 500, |
| "global_step": 870, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.3448275862068966, |
| "grad_norm": 3.4654626846313477, |
| "learning_rate": 2.2241799789345004e-05, |
| "loss": 1.4292, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.6896551724137931, |
| "grad_norm": 2.985247850418091, |
| "learning_rate": 1.935325436215734e-05, |
| "loss": 0.9887, |
| "step": 200 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.7372278508299203, |
| "eval_f1": 0.7321217976470575, |
| "eval_loss": 0.789239227771759, |
| "eval_precision": 0.7474557284898623, |
| "eval_recall": 0.7372278508299203, |
| "eval_runtime": 3.3237, |
| "eval_samples_per_second": 1395.735, |
| "eval_steps_per_second": 21.963, |
| "step": 290 |
| }, |
| { |
| "epoch": 1.0344827586206897, |
| "grad_norm": 3.3700387477874756, |
| "learning_rate": 1.6464708934969675e-05, |
| "loss": 0.8142, |
| "step": 300 |
| }, |
| { |
| "epoch": 1.3793103448275863, |
| "grad_norm": 2.9865570068359375, |
| "learning_rate": 1.3576163507782014e-05, |
| "loss": 0.754, |
| "step": 400 |
| }, |
| { |
| "epoch": 1.7241379310344827, |
| "grad_norm": 3.4569103717803955, |
| "learning_rate": 1.0687618080594351e-05, |
| "loss": 0.7182, |
| "step": 500 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7622332399223971, |
| "eval_f1": 0.756081866353382, |
| "eval_loss": 0.7054521441459656, |
| "eval_precision": 0.7641530421389079, |
| "eval_recall": 0.7622332399223971, |
| "eval_runtime": 3.3179, |
| "eval_samples_per_second": 1398.193, |
| "eval_steps_per_second": 22.002, |
| "step": 580 |
| }, |
| { |
| "epoch": 2.0689655172413794, |
| "grad_norm": 3.4565210342407227, |
| "learning_rate": 7.799072653406689e-06, |
| "loss": 0.7063, |
| "step": 600 |
| }, |
| { |
| "epoch": 2.413793103448276, |
| "grad_norm": 3.1291258335113525, |
| "learning_rate": 4.910527226219027e-06, |
| "loss": 0.6467, |
| "step": 700 |
| }, |
| { |
| "epoch": 2.7586206896551726, |
| "grad_norm": 3.1852426528930664, |
| "learning_rate": 2.021981799031364e-06, |
| "loss": 0.6372, |
| "step": 800 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7633110584177625, |
| "eval_f1": 0.7589469053789701, |
| "eval_loss": 0.6927562355995178, |
| "eval_precision": 0.7643222340640288, |
| "eval_recall": 0.7633110584177625, |
| "eval_runtime": 3.3108, |
| "eval_samples_per_second": 1401.186, |
| "eval_steps_per_second": 22.049, |
| "step": 870 |
| } |
| ], |
| "logging_steps": 100, |
| "max_steps": 870, |
| "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": 7374849755904000.0, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|