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flowxai
/
cee-pii

Token Classification
GLiNER
PyTorch
ONNX
pii-detection
ner
multilingual
romanian
cee
on-device
privacy
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use flowxai/cee-pii with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • GLiNER

    How to use flowxai/cee-pii with GLiNER:

    from gliner import GLiNER
    
    model = GLiNER.from_pretrained("flowxai/cee-pii")
    
    text = "Cristiano Ronaldo dos Santos Aveiro was born on 5 February 1985 in Funchal, Madeira, Portugal."
    labels = ["person", "date", "location"]
    
    entities = model.predict_entities(text, labels)
    for entity in entities:
        print(entity["text"], "=>", entity["label"])
  • Notebooks
  • Google Colab
  • Kaggle
cee-pii
2.35 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 9 commits
bogdanraduta's picture
bogdanraduta
Card: remove pre-publication notes, document the ONNX export and why no int8/fp16 variant is offered.
e32cce0 verified about 1 month ago
  • inference_contract
    Add inference contract: labels_ceepii_v1.json (ceepii_labels_v1) 3 months ago
  • onnx
    Add fp32 ONNX export (no quantised variant: INT8 destroyed the model, fp16 hit an unresolved converter bug). Verified against PyTorch on 7 fixtures, 0 span mismatches, max score drift 0.00001. about 1 month ago
  • .gitattributes
    1.57 kB
    Upload folder using huggingface_hub 3 months ago
  • README.md
    23 kB
    Card: remove pre-publication notes, document the ONNX export and why no int8/fp16 variant is offered. about 1 month ago
  • gliner_config.json
    2.36 kB
    Upload folder using huggingface_hub 3 months ago
  • pytorch_model.bin

    Detected Pickle imports (3)

    • "collections.OrderedDict",
    • "torch._utils._rebuild_tensor_v2",
    • "torch.FloatStorage"

    What is a pickle import?

    1.16 GB
    xet
    Upload folder using huggingface_hub 3 months ago
  • tokenizer.json
    16 MB
    xet
    Upload folder using huggingface_hub 3 months ago
  • tokenizer_config.json
    2.93 kB
    Upload folder using huggingface_hub 3 months ago