--- license: apache-2.0 base_model: facebook/bart-base tags: - generated_from_trainer datasets: - snli model-index: - name: bart-base-finetuned-imdb results: [] --- # bart-base-finetuned-imdb This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on the snli dataset. It achieves the following results on the evaluation set: - Loss: 2.3179 ## 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: 64 - eval_batch_size: 64 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 3.0 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:----:|:---------------:| | 4.3295 | 1.0 | 157 | 2.8420 | | 3.0267 | 2.0 | 314 | 2.4093 | | 2.7503 | 3.0 | 471 | 2.3179 | ### Framework versions - Transformers 4.34.1 - Pytorch 2.1.0+cu118 - Datasets 2.14.6 - Tokenizers 0.14.1