Download trainer_state.json from hannah-khallaf/Readme-Rbinary-mBERT-bert-base-multilingual-cased_fold_2: direct link, hf CLI and curl.
- Browser
- Download file 3.23 kB
-
https://huggingface.co/hannah-khallaf/Readme-Rbinary-mBERT-bert-base-multilingual-cased_fold_2/resolve/main/trainer_state.json
- Command line
-
hf download hf://hannah-khallaf/Readme-Rbinary-mBERT-bert-base-multilingual-cased_fold_2/trainer_state.json
-
curl -L -o trainer_state.json https://huggingface.co/hannah-khallaf/Readme-Rbinary-mBERT-bert-base-multilingual-cased_fold_2/resolve/main/trainer_state.json
3.23 kB
| { | |
| "best_global_step": 2488, | |
| "best_metric": 0.8768764994800742, | |
| "best_model_checkpoint": "./results-PR/bert-base-multilingual-cased_fold_2/checkpoint-2488", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 2488, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.8038585209003215, | |
| "grad_norm": 6.323563098907471, | |
| "learning_rate": 2.0056270096463023e-05, | |
| "loss": 0.5669, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8567980691874497, | |
| "eval_f1": 0.8594765640659389, | |
| "eval_loss": 0.4563852548599243, | |
| "eval_precision": 0.8693942424773098, | |
| "eval_recall": 0.8567980691874497, | |
| "eval_runtime": 5.1701, | |
| "eval_samples_per_second": 240.419, | |
| "eval_steps_per_second": 30.173, | |
| "step": 622 | |
| }, | |
| { | |
| "epoch": 1.607717041800643, | |
| "grad_norm": 4.9127397537231445, | |
| "learning_rate": 4.0152733118971066e-05, | |
| "loss": 0.4993, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8600160901045857, | |
| "eval_f1": 0.855355253148187, | |
| "eval_loss": 0.558882474899292, | |
| "eval_precision": 0.8605647577386315, | |
| "eval_recall": 0.8600160901045857, | |
| "eval_runtime": 5.0969, | |
| "eval_samples_per_second": 243.875, | |
| "eval_steps_per_second": 30.607, | |
| "step": 1244 | |
| }, | |
| { | |
| "epoch": 2.4115755627009645, | |
| "grad_norm": 3.4203596115112305, | |
| "learning_rate": 4.993602960395657e-05, | |
| "loss": 0.5025, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8447304907481898, | |
| "eval_f1": 0.8472136258356129, | |
| "eval_loss": 0.48319464921951294, | |
| "eval_precision": 0.8544329791059292, | |
| "eval_recall": 0.8447304907481898, | |
| "eval_runtime": 5.0791, | |
| "eval_samples_per_second": 244.73, | |
| "eval_steps_per_second": 30.714, | |
| "step": 1866 | |
| }, | |
| { | |
| "epoch": 3.215434083601286, | |
| "grad_norm": 2.613199234008789, | |
| "learning_rate": 4.944107574504116e-05, | |
| "loss": 0.4963, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8761061946902655, | |
| "eval_f1": 0.8768764994800742, | |
| "eval_loss": 0.48076900839805603, | |
| "eval_precision": 0.8782309818720038, | |
| "eval_recall": 0.8761061946902655, | |
| "eval_runtime": 5.0682, | |
| "eval_samples_per_second": 245.256, | |
| "eval_steps_per_second": 30.78, | |
| "step": 2488 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 12440, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 20, | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 5230647780556800.0, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |