Downloads · 30 days
4
2% of all-time downloads
distilbert-base-uncased-finetuned-cola
Zeid-Hazboun/distilbert-base-uncased-finetuned-cola
distilbert-base-uncased-finetuned-cola is a text classification model from Zeid-Hazboun. 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
210
Public
Parameters
67M
14.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pt8 GB · 65%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Feb 27, 2024
- Updated
- Mar 8, 2024
- SHA
- 58e2e0b5
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. -->
distilbert-base-uncased-finetuned-cola
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4612
- Matthews Correlation: 0.5279
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|---|---|---|---|---|
| 0.5203 | 1.0 | 535 | 0.4559 | 0.4535 |
| 0.3467 | 2.0 | 1070 | 0.4612 | 0.5279 |
| 0.2323 | 3.0 | 1605 | 0.6462 | 0.5075 |
| 0.1757 | 4.0 | 2140 | 0.7975 | 0.5062 |
| 0.1303 | 5.0 | 2675 | 0.8206 | 0.5279 |
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
- distilbert
- License
- apache-2.0
- Created
- Feb 27, 2024
- Updated
- Mar 8, 2024