Token Classification
MLX
Portuguese
openmed
roberta
apple-silicon
pii
de-identification
medical
clinical
bert
Instructions to use OpenMed/OpenMed-PII-Portuguese-FastClinical-Small-82M-v1-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use OpenMed/OpenMed-PII-Portuguese-FastClinical-Small-82M-v1-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir OpenMed-PII-Portuguese-FastClinical-Small-82M-v1-mlx OpenMed/OpenMed-PII-Portuguese-FastClinical-Small-82M-v1-mlx
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Update OpenMed MLX model card for public access
Browse files
README.md
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## OpenMed MLX Status
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- Hub artifact:
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- Source checkpoint: [`OpenMed/OpenMed-PII-Portuguese-FastClinical-Small-82M-v1`](https://huggingface.co/OpenMed/OpenMed-PII-Portuguese-FastClinical-Small-82M-v1)
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- Collection: [OpenMed Medical MLX Models](https://huggingface.co/collections/OpenMed/medical-mlx-models)
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- Runtime: OpenMed Python MLX backend on Apple Silicon
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hf download OpenMed/OpenMed-PII-Portuguese-FastClinical-Small-82M-v1-mlx --local-dir ./OpenMed-PII-Portuguese-FastClinical-Small-82M-v1-mlx
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```
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If this repo is private in your environment, authenticate first with `hf auth login` or set `HF_TOKEN`.
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```python
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from openmed import extract_pii
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## OpenMed MLX Status
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- MLX rollout: refreshed for public access on 2026-06-23
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- Hub artifact: OpenMed MLX repository
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- Source checkpoint: [`OpenMed/OpenMed-PII-Portuguese-FastClinical-Small-82M-v1`](https://huggingface.co/OpenMed/OpenMed-PII-Portuguese-FastClinical-Small-82M-v1)
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- Collection: [OpenMed Medical MLX Models](https://huggingface.co/collections/OpenMed/medical-mlx-models)
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- Runtime: OpenMed Python MLX backend on Apple Silicon
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hf download OpenMed/OpenMed-PII-Portuguese-FastClinical-Small-82M-v1-mlx --local-dir ./OpenMed-PII-Portuguese-FastClinical-Small-82M-v1-mlx
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```
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```python
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from openmed import extract_pii
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