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cf-robert-finetuned1
vamshi0317/cf-robert-finetuned1
cf-robert-finetuned1 is a text classification model from vamshi0317. 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. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Apr 16, 2025
- Updated
- Apr 16, 2025
- SHA
- 83d75fb1
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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. -->
cf-robert-finetuned1
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4838
- F1: 0.5790
- Roc Auc: 0.7124
- Accuracy: 0.3218
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: 3e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
|---|---|---|---|---|---|---|
| 0.4218 | 1.0 | 434 | 0.4404 | 0.5035 | 0.6667 | 0.2691 |
| 0.3743 | 2.0 | 868 | 0.4277 | 0.5666 | 0.7020 | 0.3256 |
| 0.3538 | 3.0 | 1302 | 0.4413 | 0.5702 | 0.7048 | 0.3314 |
| 0.2671 | 4.0 | 1736 | 0.4460 | 0.5907 | 0.7178 | 0.3337 |
| 0.2921 | 5.0 | 2170 | 0.4670 | 0.5932 | 0.7205 | 0.3256 |
Framework versions
- Transformers 4.51.1
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Apr 16, 2025
- Updated
- Apr 16, 2025