Downloads · 30 days
9
21% of all-time downloads
summary-bbc-dataset-v2
ifyou819/summary-bbc-dataset-v2
summary-bbc-dataset-v2 is a machine learning model from ifyou819. 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.
should probably proofread and complete it, then remove this comment. --
All-time downloads
43
Public
Parameters
571M
2.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors2.3 GB · 100%
At a glance
- Library
- transformers
- Model type
- pegasus
- Access
- Public
- Created
- Jun 2, 2024
- Updated
- Jun 2, 2024
- SHA
- 4077fbcb
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. -->
summary-bbc-dataset-v2
This model is a fine-tuned version of ifyou819/summary-bbc-dataset-v1 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 4.8697
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-08
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.9247 | 1.0 | 389 | 4.9693 |
| 4.9341 | 2.0 | 778 | 4.9683 |
| 5.6874 | 3.0 | 1167 | 4.9678 |
| 6.2784 | 4.0 | 1556 | 4.9677 |
ROUGE
- ROUGE-1: 0.4567905034907663
- ROUGE-2: 0.2939293924514318
- ROUGE-L: 0.3624846013735323
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- pegasus
- Created
- Jun 2, 2024
- Updated
- Jun 2, 2024