Downloads · 30 days
7
18% of all-time downloads
bart-base-finetuned-xlsum
fanzru/bart-base-finetuned-xlsum
bart-base-finetuned-xlsum is a machine learning model from fanzru. 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. --
All-time downloads
38
Public
Repo size
2.2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin558 MB · 100%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- bart
- Access
- Public
- Created
- Dec 21, 2022
- Updated
- Dec 21, 2022
- SHA
- a2f9b070
Datasets
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-xlsum
This model is a fine-tuned version of facebook/bart-base on the xlsum dataset. It achieves the following results on the evaluation set:
- Loss: 1.8367
- Rouge1: 36.7016
- Rouge2: 15.3377
- Rougel: 29.8655
- Rougelsum: 29.9287
- Gen Len: 19.571
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 2.0991 | 1.0 | 19158 | 1.8367 | 36.7016 | 15.3377 | 29.8655 | 29.9287 | 19.571 |
Framework versions
- Transformers 4.13.0
- Pytorch 1.13.0+cu116
- Datasets 2.8.0
- Tokenizers 0.10.3
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Created
- Dec 21, 2022
- Updated
- Dec 21, 2022