Downloads · 30 days
6
2% of all-time downloads
all-roberta-large-v1-banking-2-16-5-oos
fathyshalab/all-roberta-large-v1-banking-2-16-5-oos
all-roberta-large-v1-banking-2-16-5-oos is a text classification model from fathyshalab. 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
396
Public
Repo size
4.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.4 GB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Dec 5, 2022
- Updated
- Dec 5, 2022
- SHA
- 66df3f0d
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. -->
all-roberta-large-v1-banking-2-16-5-oos
This model is a fine-tuned version of sentence-transformers/all-roberta-large-v1 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.2564
- Accuracy: 0.3009
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: 5e-05
- train_batch_size: 48
- eval_batch_size: 48
- 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 |
|---|---|---|---|---|
| 2.8065 | 1.0 | 1 | 2.5730 | 0.1681 |
| 2.2328 | 2.0 | 2 | 2.4625 | 0.2212 |
| 1.8783 | 3.0 | 3 | 2.3655 | 0.2478 |
| 1.64 | 4.0 | 4 | 2.2942 | 0.2655 |
| 1.4937 | 5.0 | 5 | 2.2564 | 0.3009 |
Framework versions
- Transformers 4.20.0
- Pytorch 1.11.0+cu102
- Datasets 2.3.2
- Tokenizers 0.12.1
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Dec 5, 2022
- Updated
- Dec 5, 2022