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modernbert_hate_speech_ft
Dauren-Nur/modernbert_hate_speech_ft
modernbert_hate_speech_ft is a text classification model from Dauren-Nur. 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
- Mar 18, 2025
- Updated
- Mar 18, 2025
- SHA
- 3cad6b0d
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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. -->
modernbert_hate_speech_ft
This model is a fine-tuned version of answerdotai/ModernBERT-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4457
- Accuracy: 0.7954
- F1: 0.7788
- Precision: 0.7825
- Recall: 0.7752
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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.98) and epsilon=1e-06 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| 0.4664 | 1.0 | 22519 | 0.4517 | 0.7919 | 0.7734 | 0.7829 | 0.7642 |
| 0.4471 | 2.0 | 45038 | 0.4458 | 0.7952 | 0.7790 | 0.7815 | 0.7766 |
| 0.4437 | 3.0 | 67557 | 0.4444 | 0.7959 | 0.7786 | 0.7852 | 0.7721 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.6.0+cu126
- Datasets 3.3.2
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- modernbert
- License
- apache-2.0
- Created
- Mar 18, 2025
- Updated
- Mar 18, 2025