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ptbr-malicious-intent-dalio-ai
silvapedro/ptbr-malicious-intent-dalio-ai
ptbr-malicious-intent-dalio-ai is a text classification model from silvapedro. 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
- Sep 26, 2025
- Updated
- Sep 27, 2025
- SHA
- 6b28ff75
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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. -->
ptbr-malicious-intent-dalio-ai
This model is a fine-tuned version of neuralmind/bert-base-portuguese-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4169
- Accuracy: 0.8585
- Precision: 0.9072
- Recall: 0.9292
- F1: 0.9181
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: 32
- 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: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 294 | 0.2949 | 0.8582 | 0.8686 | 0.9844 | 0.9229 |
| 0.3148 | 2.0 | 588 | 0.2906 | 0.8678 | 0.9168 | 0.9311 | 0.9239 |
| 0.3148 | 3.0 | 882 | 0.3386 | 0.8697 | 0.9244 | 0.9244 | 0.9244 |
Framework versions
- Transformers 4.56.2
- Pytorch 2.8.0+cu126
- Datasets 4.1.1
- Tokenizers 0.22.0
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- Sep 26, 2025
- Updated
- Sep 27, 2025