--- license: apache-2.0 tags: - generated_from_trainer model-index: - name: distilbert-base-cased-reward-neurallinguisticpioneers results: [] --- # distilbert-base-cased-reward-neurallinguisticpioneers This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.2411 - Mse: 3.7748 ## 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: 5e-05 - train_batch_size: 32 - eval_batch_size: 32 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: constant - num_epochs: 30 ### Training results | Training Loss | Epoch | Step | Validation Loss | Mse | |:-------------:|:-----:|:----:|:---------------:|:------:| | 1.4559 | 1.0 | 122 | 0.6534 | 3.4024 | | 0.5476 | 2.0 | 244 | 0.5601 | 3.8827 | | 0.4224 | 3.0 | 366 | 0.4717 | 3.8263 | | 0.3534 | 4.0 | 488 | 0.3511 | 3.7530 | | 0.2827 | 5.0 | 610 | 0.2960 | 3.8889 | | 0.2541 | 6.0 | 732 | 0.2416 | 3.5817 | | 0.2289 | 7.0 | 854 | 0.3085 | 4.0660 | | 0.1997 | 8.0 | 976 | 0.3212 | 3.4440 | | 0.1889 | 9.0 | 1098 | 0.2852 | 3.9351 | | 0.1752 | 10.0 | 1220 | 0.2360 | 3.8505 | | 0.1683 | 11.0 | 1342 | 0.2939 | 4.1039 | | 0.1601 | 12.0 | 1464 | 0.3242 | 4.0499 | | 0.155 | 13.0 | 1586 | 0.2297 | 3.8442 | | 0.1478 | 14.0 | 1708 | 0.2707 | 3.8680 | | 0.1439 | 15.0 | 1830 | 0.2582 | 3.8703 | | 0.1462 | 16.0 | 1952 | 0.2411 | 3.7748 | ### Framework versions - Transformers 4.27.3 - Pytorch 1.13.0+cu117 - Datasets 2.12.0 - Tokenizers 0.13.3