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populism_classifier_057
AnonymousCS/populism_classifier_057
populism_classifier_057 is a text classification model from AnonymousCS. 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. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- modernbert
- Access
- Public
- Created
- Aug 25, 2025
- Updated
- Aug 25, 2025
- SHA
- 1df73bb1
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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. -->
populism_classifier_057
This model is a fine-tuned version of answerdotai/ModernBERT-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4919
- Accuracy: 0.9394
- 1-f1: 0.48
- 1-recall: 0.5
- 1-precision: 0.4615
- Balanced Acc: 0.7327
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: 1e-05
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | 1-f1 | 1-recall | 1-precision | Balanced Acc |
|---|---|---|---|---|---|---|---|---|
| 0.3762 | 1.0 | 27 | 0.3766 | 0.8834 | 0.375 | 0.625 | 0.2679 | 0.7619 |
| 0.256 | 2.0 | 54 | 0.3789 | 0.9231 | 0.4923 | 0.6667 | 0.3902 | 0.8025 |
| 0.1733 | 3.0 | 81 | 0.3584 | 0.8462 | 0.3654 | 0.7917 | 0.2375 | 0.8205 |
| 0.5454 | 4.0 | 108 | 0.7482 | 0.9487 | 0.3889 | 0.2917 | 0.5833 | 0.6397 |
| 0.108 | 5.0 | 135 | 0.4919 | 0.9394 | 0.48 | 0.5 | 0.4615 | 0.7327 |
Framework versions
- Transformers 4.56.0.dev0
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.21.4
- Task
- Text Classification
- Library
- transformers
- Type
- modernbert
- License
- apache-2.0
- Created
- Aug 25, 2025
- Updated
- Aug 25, 2025