Downloads · 30 days
10
3% of all-time downloads
bart-large-cnn-finetuned-CNN-ML
satyanshu404/bart-large-cnn-finetuned-CNN-ML
bart-large-cnn-finetuned-CNN-ML is a machine learning model from satyanshu404. 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 mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
302
Public
Repo size
3.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.6 GB · 100%
At a glance
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- Sep 15, 2023
- Updated
- Sep 15, 2023
- SHA
- c1f156bc
Base models
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-large-cnn-finetuned-CNN-ML
This model is a fine-tuned version of facebook/bart-large-cnn on the cnn_dailymail dataset. It achieves the following results on the evaluation set:
- Loss: 2.1137
- Rouge1: 44.4382
- Rouge2: 20.686
- Rougel: 29.9355
- Rougelsum: 41.4113
- Gen Len: 93.846
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: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.0341 | 1.0 | 1000 | 1.5412 | 43.0331 | 20.1656 | 29.6298 | 39.9858 | 83.22 |
| 0.6416 | 2.0 | 2000 | 1.8461 | 44.2294 | 20.5043 | 29.6298 | 41.1457 | 93.366 |
| 0.3766 | 3.0 | 3000 | 2.1137 | 44.4382 | 20.686 | 29.9355 | 41.4113 | 93.846 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Library
- transformers
- Type
- bart
- License
- mit
- Created
- Sep 15, 2023
- Updated
- Sep 15, 2023