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bharathjanumpally
/
phi-span-detector-deberta-v3

Token Classification
Transformers
Safetensors
English
deberta-v2
ner
phi
pii
privacy
healthcare
deidentification
security
compliance
synthetic-data
deberta-v3
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use bharathjanumpally/phi-span-detector-deberta-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use bharathjanumpally/phi-span-detector-deberta-v3 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("token-classification", model="bharathjanumpally/phi-span-detector-deberta-v3")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForTokenClassification
    
    tokenizer = AutoTokenizer.from_pretrained("bharathjanumpally/phi-span-detector-deberta-v3")
    model = AutoModelForTokenClassification.from_pretrained("bharathjanumpally/phi-span-detector-deberta-v3")
  • Notebooks
  • Google Colab
  • Kaggle
phi-span-detector-deberta-v3
2.96 GB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 6 commits
bharathjanumpally's picture
bharathjanumpally
Improve model card, metadata, metrics, and usage example
f618ccc verified 8 days ago
  • checkpoint-3000
    Initial PHI span detector (synthetic) 5 months ago
  • .gitattributes
    1.52 kB
    initial commit 5 months ago
  • README.md
    8.45 kB
    Improve model card, metadata, metrics, and usage example 8 days ago
  • added_tokens.json
    23 Bytes
    Initial PHI span detector (synthetic) 5 months ago
  • config.json
    1.75 kB
    Initial PHI span detector (synthetic) 5 months ago
  • example_redaction.py
    852 Bytes
    Improve model card, metadata, metrics, and usage example 8 days ago
  • model.safetensors
    735 MB
    xet
    Initial PHI span detector (synthetic) 5 months ago
  • seqeval_report.txt
    758 Bytes
    Initial PHI span detector (synthetic) 5 months ago
  • special_tokens_map.json
    286 Bytes
    Initial PHI span detector (synthetic) 5 months ago
  • spm.model
    2.46 MB
    xet
    Initial PHI span detector (synthetic) 5 months ago
  • tokenizer.json
    8.66 MB
    Initial PHI span detector (synthetic) 5 months ago
  • tokenizer_config.json
    1.32 kB
    Initial PHI span detector (synthetic) 5 months ago
  • training_args.bin
    5.84 kB
    xet
    Initial PHI span detector (synthetic) 5 months ago