--- license: apache-2.0 tags: - generated_from_trainer metrics: - rouge model-index: - name: bart-base-finetuned-xsum results: [] --- # bart-base-finetuned-xsum This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on the None dataset. It achieves the following results on the evaluation set: - Loss: 1.7802 - Rouge1: 10.2407 - Rouge2: 5.6898 - Rougel: 8.8732 - Rougelsum: 9.8768 - Gen Len: 20.0 ## 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: 8 - eval_batch_size: 8 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 10 ### Training results | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len | |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|:---------:|:-------:| | 1.596 | 1.0 | 501 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | | 1.6005 | 2.0 | 1002 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | | 1.5976 | 3.0 | 1503 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | | 1.5868 | 4.0 | 2004 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | | 1.605 | 5.0 | 2505 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | | 1.6027 | 6.0 | 3006 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | | 1.5854 | 7.0 | 3507 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | | 1.605 | 8.0 | 4008 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | | 1.5957 | 9.0 | 4509 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | | 1.6029 | 10.0 | 5010 | 1.7802 | 10.2407 | 5.6898 | 8.8732 | 9.8768 | 20.0 | ### Framework versions - Transformers 4.30.2 - Pytorch 2.0.0 - Datasets 2.1.0 - Tokenizers 0.13.3