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OpenMed
/
OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1

Token Classification
Transformers
Safetensors
PyTorch
Dutch
distilbert
ner
pii
pii-detection
de-identification
privacy
healthcare
medical
clinical
phi
dutch
openmed
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use OpenMed/OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use OpenMed/OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("token-classification", model="OpenMed/OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForTokenClassification
    
    tokenizer = AutoTokenizer.from_pretrained("OpenMed/OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1")
    model = AutoModelForTokenClassification.from_pretrained("OpenMed/OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1")
  • Notebooks
  • Google Colab
  • Kaggle
OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1
Ctrl+K
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  • 1 contributor
History: 3 commits
MaziyarPanahi's picture
MaziyarPanahi
Fix label count (76 not 109) and entity count consistency
5159368 verified 2 months ago
  • .gitattributes
    1.52 kB
    initial commit 2 months ago
  • README.md
    9.6 kB
    Fix label count (76 not 109) and entity count consistency 2 months ago
  • all_results.json
    973 Bytes
    Upload Dutch PII detection model OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 2 months ago
  • classification_report.txt
    1.23 kB
    Upload Dutch PII detection model OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 2 months ago
  • config.json
    4.14 kB
    Upload Dutch PII detection model OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 2 months ago
  • eval_results.json
    403 Bytes
    Upload Dutch PII detection model OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 2 months ago
  • model.safetensors
    539 MB
    xet
    Upload Dutch PII detection model OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 2 months ago
  • test_results.json
    386 Bytes
    Upload Dutch PII detection model OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 2 months ago
  • tokenizer.json
    2.92 MB
    Upload Dutch PII detection model OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 2 months ago
  • tokenizer_config.json
    323 Bytes
    Upload Dutch PII detection model OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 2 months ago
  • train_results.json
    206 Bytes
    Upload Dutch PII detection model OpenMed-PII-Dutch-mLiteClinical-Base-135M-v1 2 months ago