Downloads · 30 days
5
10% of all-time downloads
deberta-v3-base-hyper-finetuned-cola-midterm
kbberendsen/deberta-v3-base-hyper-finetuned-cola-midterm
deberta-v3-base-hyper-finetuned-cola-midterm is a text classification model from kbberendsen. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
51
Public
Parameters
184M
3.7 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors738 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- deberta-v2
- Access
- Public
- Created
- Feb 29, 2024
- Updated
- Feb 29, 2024
- SHA
- a360d1d8
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. -->
deberta-v3-base-hyper-finetuned-cola-midterm
This model is a fine-tuned version of microsoft/deberta-v3-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5933
- Matthews Correlation: 0.6947
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: 2.148295560459091e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 28
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|---|---|---|---|---|
| 0.3939 | 1.0 | 535 | 0.4206 | 0.6430 |
| 0.2243 | 2.0 | 1070 | 0.4502 | 0.6676 |
| 0.1443 | 3.0 | 1605 | 0.5933 | 0.6947 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- License
- mit
- Created
- Feb 29, 2024
- Updated
- Feb 29, 2024