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bart-base-finetuned-CNN-DailyNews
edonath/bart-base-finetuned-CNN-DailyNews
bart-base-finetuned-CNN-DailyNews is a machine learning model from edonath. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- bart
- Access
- Public
- Created
- Nov 17, 2023
- Updated
- Nov 17, 2023
- SHA
- c7910e2b
Base models
Model card
From the Hugging Face model README
<!-- 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-base-finetuned-CNN-DailyNews
This model is a fine-tuned version of facebook/bart-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.8693
- Rouge1: 0.1878
- Rouge2: 0.1058
- Rougel: 0.1653
- Rougelsum: 0.1752
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: 5.6e-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: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|
| 2.6219 | 1.0 | 63 | 1.9905 | 0.1791 | 0.1034 | 0.1598 | 0.169 |
| 2.0525 | 2.0 | 126 | 1.8810 | 0.18 | 0.1038 | 0.1616 | 0.1701 |
| 1.7989 | 3.0 | 189 | 1.8439 | 0.189 | 0.1064 | 0.1679 | 0.176 |
| 1.6421 | 4.0 | 252 | 1.8411 | 0.1867 | 0.1066 | 0.1648 | 0.1739 |
| 1.4826 | 5.0 | 315 | 1.8437 | 0.1862 | 0.107 | 0.1657 | 0.1748 |
| 1.3858 | 6.0 | 378 | 1.8613 | 0.1881 | 0.1085 | 0.1671 | 0.1749 |
| 1.2879 | 7.0 | 441 | 1.8674 | 0.1835 | 0.1021 | 0.1621 | 0.171 |
| 1.2539 | 8.0 | 504 | 1.8693 | 0.1878 | 0.1058 | 0.1653 | 0.1752 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Created
- Nov 17, 2023
- Updated
- Nov 17, 2023