Downloads · 30 days
3
6% of all-time downloads
result5
Hanisnabila/result5
result5 is a text classification model from Hanisnabila. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
54
Public
Parameters
125M
4.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors499 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Oct 23, 2024
- Updated
- Oct 23, 2024
- SHA
- 37e50709
Try a prompt
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. -->
result5
This model is a fine-tuned version of cardiffnlp/twitter-roberta-base-sentiment-latest on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.5748
- Accuracy: 0.6675
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: 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.918 | 1.0 | 723 | 0.8138 | 0.5976 |
| 0.8076 | 2.0 | 1446 | 0.7441 | 0.6526 |
| 0.6241 | 3.0 | 2169 | 0.7686 | 0.6668 |
| 0.5388 | 4.0 | 2892 | 0.8273 | 0.6619 |
| 0.4128 | 5.0 | 3615 | 0.8671 | 0.6654 |
| 0.3533 | 6.0 | 4338 | 1.0156 | 0.6678 |
| 0.2767 | 7.0 | 5061 | 1.1771 | 0.6734 |
| 0.2269 | 8.0 | 5784 | 1.3952 | 0.6671 |
| 0.1886 | 9.0 | 6507 | 1.5021 | 0.6702 |
| 0.1501 | 10.0 | 7230 | 1.5748 | 0.6675 |
Framework versions
- Transformers 4.45.2
- Pytorch 2.2.2+cu118
- Datasets 3.0.1
- Tokenizers 0.20.0
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Oct 23, 2024
- Updated
- Oct 23, 2024