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PII-Binary-Filter-financial-pii-ready
PuxAI/PII-Binary-Filter-financial-pii-ready
PII-Binary-Filter-financial-pii-ready is a text classification model from PuxAI. 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
- distilbert
- Access
- Public
- Created
- Mar 18, 2026
- Updated
- Mar 18, 2026
- SHA
- a416de50
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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. -->
PII-Binary-Filter-financial-pii-ready
This model is a fine-tuned version of distilbert-base-multilingual-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1041
- Accuracy: 0.9613
- F1: 0.9788
- Precision: 0.9649
- Recall: 0.9931
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: 32
- 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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| 0.2687 | 1.0 | 684 | 0.1957 | 0.9201 | 0.9569 | 0.9305 | 0.9849 |
| 0.1842 | 2.0 | 1368 | 0.1127 | 0.9597 | 0.9778 | 0.9703 | 0.9854 |
| 0.0946 | 3.0 | 2052 | 0.1041 | 0.9613 | 0.9788 | 0.9649 | 0.9931 |
Framework versions
- Transformers 4.56.0
- Pytorch 2.8.0+cu129
- Datasets 4.8.2
- Tokenizers 0.22.0
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Mar 18, 2026
- Updated
- Mar 18, 2026