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distilbert-base-uncased-cola
Rexxy/distilbert-base-uncased-cola
distilbert-base-uncased-cola is a text classification model from Rexxy. Use it when you need a label for a piece of text. It is set up for transformers.
This model is a fine-tuned version of distilbert-base-uncased on the glue dataset. It achieves the following results on the evaluation set:
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Aug 15, 2023
- Updated
- Aug 15, 2023
- SHA
- 3b12ed8c
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Model card
From the Hugging Face model README
distilbert-base-uncased-cola
This model is a fine-tuned version of distilbert-base-uncased on the glue dataset. It achieves the following results on the evaluation set:
- Loss: 0.748253
- Matthews Correlation: 0.551796
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
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Validation Loss | Matthews Correlation |
|---|---|---|---|
| 0.373500 | 6 | 0.700206 | 0.509989 |
| 0.373500 | 7 | 0.715856 | 0.524198 |
| 0.129300 | 8 | 0.707939 | 0.552374 |
| 0.129300 | 9 | 0.745391 | 0.549192 |
| 0.129300 | 10 | 0.748253 | 0.551739 |
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Aug 15, 2023
- Updated
- Aug 15, 2023