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toxic-multilingual-bert-gn-base-cased
mmaguero/toxic-multilingual-bert-gn-base-cased
toxic-multilingual-bert-gn-base-cased is a text classification model from mmaguero. 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
- bert
- Access
- Public
- Created
- Nov 9, 2025
- Updated
- Nov 9, 2025
- SHA
- de087528
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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. -->
toxic-multilingual-bert-gn-base-cased
This model is a fine-tuned version of mmaguero/multilingual-bert-gn-base-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3267
- Accuracy: 0.8779
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 87 | 0.3172 | 0.9023 |
| No log | 2.0 | 174 | 0.2514 | 0.8966 |
| No log | 3.0 | 261 | 0.2868 | 0.9109 |
| No log | 4.0 | 348 | 0.3744 | 0.9080 |
| No log | 5.0 | 435 | 0.4561 | 0.8879 |
| 0.1802 | 6.0 | 522 | 0.4963 | 0.8879 |
| 0.1802 | 7.0 | 609 | 0.5872 | 0.8649 |
| 0.1802 | 8.0 | 696 | 0.6180 | 0.8649 |
| 0.1802 | 9.0 | 783 | 0.5582 | 0.8793 |
| 0.1802 | 10.0 | 870 | 0.5764 | 0.8793 |
Framework versions
- Transformers 4.57.1
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- Nov 9, 2025
- Updated
- Nov 9, 2025