Downloads · 30 days
12
2% of all-time downloads
distilroberta-base-finetuned-cola
mohammedbriman/distilroberta-base-finetuned-cola
distilroberta-base-finetuned-cola is a text classification model from mohammedbriman. 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
572
Public
Repo size
986 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin329 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Nov 12, 2022
- Updated
- Dec 21, 2023
- SHA
- 4cb95f12
Try a prompt
Base models
Datasets
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. -->
distilroberta-base-finetuned-cola
This model is a fine-tuned version of distilroberta-base on the glue dataset. It achieves the following results on the evaluation set:
- Loss: 0.7665
- Matthews Correlation: 0.5788
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 |
|---|---|---|---|---|
| 0.5226 | 1.0 | 535 | 0.5360 | 0.4620 |
| 0.3597 | 2.0 | 1070 | 0.4694 | 0.5261 |
| 0.2602 | 3.0 | 1605 | 0.5318 | 0.5496 |
| 0.2063 | 4.0 | 2140 | 0.7052 | 0.5701 |
| 0.1659 | 5.0 | 2675 | 0.7665 | 0.5788 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.6.1
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Nov 12, 2022
- Updated
- Dec 21, 2023