Downloads · 30 days
8
2% of all-time downloads
Heritage-in-the-Digital-Age-expression-comparison
tgieruc/Heritage-in-the-Digital-Age-expression-comparison
Heritage-in-the-Digital-Age-expression-comparison is a text classification model from tgieruc. Use it when you need a label for a piece of text. 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
478
Public
Repo size
1.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin268 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Dec 27, 2022
- Updated
- Dec 27, 2022
- SHA
- 25dadf56
Try a prompt
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. -->
Heritage-in-the-Digital-Age-expression-comparison
This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5281
- Accuracy: 0.7709
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: 15
- eval_batch_size: 15
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 136 | 0.5281 | 0.7709 |
| No log | 2.0 | 272 | 0.5288 | 0.7709 |
| No log | 3.0 | 408 | 0.5311 | 0.7629 |
| 0.4623 | 4.0 | 544 | 0.5814 | 0.7595 |
| 0.4623 | 5.0 | 680 | 0.5764 | 0.7549 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.13.0+cu116
- Datasets 2.8.0
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Dec 27, 2022
- Updated
- Dec 27, 2022