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bert-hate-speech-test
PereiraLegend/bert-hate-speech-test
bert-hate-speech-test is a text classification model from PereiraLegend. 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
- bert
- Access
- Public
- Created
- Jul 4, 2026
- Updated
- Jul 4, 2026
- SHA
- 1ba3c48e
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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. -->
bert-hate-speech-test
This model is a fine-tuned version of bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6221
- Accuracy: 0.6828
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: 8
- eval_batch_size: 8
- 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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.6513 | 0.4405 | 200 | 0.6164 | 0.6773 |
| 0.6421 | 0.8811 | 400 | 0.6228 | 0.6773 |
| 0.6132 | 1.3216 | 600 | 0.6168 | 0.6773 |
| 0.6322 | 1.7621 | 800 | 0.6222 | 0.6828 |
| 0.6050 | 2.2026 | 1000 | 0.6217 | 0.6806 |
| 0.5978 | 2.6432 | 1200 | 0.6247 | 0.6718 |
| 0.6091 | 3.0 | 1362 | 0.6183 | 0.6663 |
Framework versions
- Transformers 5.13.0
- Pytorch 2.12.1+cpu
- Datasets 5.0.0
- Tokenizers 0.22.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Jul 4, 2026
- Updated
- Jul 4, 2026