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bert-fine-tuned-cola
Imohsinali/bert-fine-tuned-cola
bert-fine-tuned-cola is a text classification model from Imohsinali. 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.
probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Apr 28, 2024
- Updated
- May 22, 2024
- SHA
- edc85cfb
Try a prompt
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
bert-fine-tuned-cola
This model is a fine-tuned version of bert-base-cased on a glue cola dataset. It achieves the following results on the evaluation set:
Model description
If your given sentence is grammatically and liguistically OK, then it is acceptable.
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
Framework versions
- Transformers 4.41.0
- TensorFlow 2.16.1
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Apr 28, 2024
- Updated
- May 22, 2024