--- license: apache-2.0 tags: - generated_from_trainer model-index: - name: closure_system_door_inne-bert-base-uncased results: [] --- # closure_system_door_inne-bert-base-uncased This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset. It achieves the following results on the evaluation set: - Loss: 1.7907 ## Model description More information needed ## Intended uses & limitations More information needed ## Training and evaluation data More information needed ## Training procedure ### Training hyperparameters The following hyperparameters were used during training: - learning_rate: 2e-05 - train_batch_size: 7 - eval_batch_size: 7 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 20 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:----:|:---------------:| | 2.7321 | 1.0 | 2 | 2.5801 | | 2.6039 | 2.0 | 4 | 2.0081 | | 2.4556 | 3.0 | 6 | 2.3329 | | 2.3587 | 4.0 | 8 | 2.4156 | | 2.2565 | 5.0 | 10 | 2.0009 | | 2.3489 | 6.0 | 12 | 1.7774 | | 2.2622 | 7.0 | 14 | 2.2064 | | 2.415 | 8.0 | 16 | 1.9671 | | 2.1873 | 9.0 | 18 | 2.0729 | | 2.2377 | 10.0 | 20 | 2.0052 | | 2.352 | 11.0 | 22 | 1.9614 | | 2.2347 | 12.0 | 24 | 2.2437 | | 2.1113 | 13.0 | 26 | 1.7145 | | 2.1939 | 14.0 | 28 | 1.5418 | | 2.0645 | 15.0 | 30 | 2.1882 | | 2.1499 | 16.0 | 32 | 2.0266 | | 2.1432 | 17.0 | 34 | 2.3583 | | 2.0656 | 18.0 | 36 | 2.3147 | | 2.0348 | 19.0 | 38 | 2.2807 | | 2.0502 | 20.0 | 40 | 1.7122 | ### Framework versions - Transformers 4.18.0 - Pytorch 1.11.0+cu113 - Datasets 2.1.0 - Tokenizers 0.12.1