Downloads · 30 days
7
2% of all-time downloads
bart-large-cnn-finetuned-news
viktor-shevchuk/bart-large-cnn-finetuned-news
bart-large-cnn-finetuned-news is a machine learning model from viktor-shevchuk. 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
289
Public
Parameters
406M
45.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.6 GB · 100%
At a glance
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- Dec 7, 2023
- Updated
- Aug 26, 2024
- SHA
- e1635ad9
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-large-cnn-finetuned-news
This model is a fine-tuned version of facebook/bart-large-cnn on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.3140
- Rouge1: 43.3495
- Rouge2: 23.6117
- Rougel: 38.1501
- Rougelsum: 38.2575
- Gen Len: 57.9701
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: 3e-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 |
|---|---|---|---|---|---|---|---|---|
| 0.8149 | 1.0 | 2313 | 1.3140 | 43.3495 | 23.6117 | 38.1501 | 38.2575 | 57.9701 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.14.1
- Library
- transformers
- Type
- bart
- License
- mit
- Created
- Dec 7, 2023
- Updated
- Aug 26, 2024