Downloads · 30 days
4
15% of all-time downloads
bart-cnn-samsum-peft
percymamedy/bart-cnn-samsum-peft
bart-cnn-samsum-peft is a machine learning model from percymamedy. 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 peft. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
27
Public
Repo size
37.8 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors18.9 MB · 100%
At a glance
- Library
- peft
- License
- mit
- Access
- Public
- Created
- Jun 18, 2024
- Updated
- Jun 18, 2024
- SHA
- 82dbcf1d
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-cnn-samsum-peft
This model is a fine-tuned version of percymamedy/bart-cnn-samsum-finetuned on the samsum dataset. It achieves the following results on the evaluation set:
- Loss: 0.1343
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: 1e-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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.078 | 1.0 | 19 | 0.1347 |
| 0.0865 | 2.0 | 38 | 0.1346 |
| 0.0768 | 3.0 | 57 | 0.1345 |
| 0.0789 | 4.0 | 76 | 0.1344 |
| 0.0914 | 5.0 | 95 | 0.1344 |
| 0.0835 | 6.0 | 114 | 0.1343 |
| 0.0865 | 7.0 | 133 | 0.1343 |
| 0.0806 | 8.0 | 152 | 0.1343 |
| 0.0884 | 9.0 | 171 | 0.1343 |
| 0.0934 | 10.0 | 190 | 0.1343 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- License
- mit
- Created
- Jun 18, 2024
- Updated
- Jun 18, 2024