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lexedit
/
herbert-polish-legal-ner-ocr

Token Classification
Transformers
ONNX
Safetensors
Polish
bert
named-entity-recognition
ner
pii
pii-detection
anonymization
privacy
gdpr
polish
legal
legal-nlp
ocr-robust
herbert
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use lexedit/herbert-polish-legal-ner-ocr with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use lexedit/herbert-polish-legal-ner-ocr with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("token-classification", model="lexedit/herbert-polish-legal-ner-ocr")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForTokenClassification
    
    tokenizer = AutoTokenizer.from_pretrained("lexedit/herbert-polish-legal-ner-ocr")
    model = AutoModelForTokenClassification.from_pretrained("lexedit/herbert-polish-legal-ner-ocr", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
herbert-polish-legal-ner-ocr / examples
15.6 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
i008's picture
i008
HerBERT Polish legal NER (OCR-robust): weights + ONNX + card + examples
eb952ad verified 3 months ago
  • KNOWN_LIMITATIONS.md
    2.74 kB
    HerBERT Polish legal NER (OCR-robust): weights + ONNX + card + examples 3 months ago
  • STRONG_CASES.md
    2.31 kB
    HerBERT Polish legal NER (OCR-robust): weights + ONNX + card + examples 3 months ago
  • inference_onnx.py
    2.83 kB
    HerBERT Polish legal NER (OCR-robust): weights + ONNX + card + examples 3 months ago
  • inference_pytorch.py
    1.06 kB
    HerBERT Polish legal NER (OCR-robust): weights + ONNX + card + examples 3 months ago
  • known_limitations.py
    3.24 kB
    HerBERT Polish legal NER (OCR-robust): weights + ONNX + card + examples 3 months ago
  • strong_cases.py
    3.42 kB
    HerBERT Polish legal NER (OCR-robust): weights + ONNX + card + examples 3 months ago