| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| base_model: facebook/bart-base | |
| model-index: | |
| - name: bart-finetuned-yelpreviews | |
| results: [] | |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You | |
| should probably proofread and complete it, then remove this comment. --> | |
| # bart-finetuned-yelpreviews | |
| This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on an unknown dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 3.4346 | |
| ## 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: 1e-05 | |
| - train_batch_size: 16 | |
| - eval_batch_size: 16 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - lr_scheduler_warmup_steps: 200 | |
| - num_epochs: 1 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | | |
| |:-------------:|:-----:|:----:|:---------------:| | |
| | 3.8423 | 0.27 | 1000 | 3.5093 | | |
| | 3.7475 | 0.55 | 2000 | 3.4619 | | |
| | 3.7098 | 0.82 | 3000 | 3.4368 | | |
| ### Framework versions | |
| - Transformers 4.21.0.dev0 | |
| - Pytorch 1.11.0+cu113 | |
| - Datasets 1.18.4 | |
| - Tokenizers 0.12.1 | |