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FluidInference
/
gliner2-5-small-coreml

Text Classification
Core ML
GLiNER2
coremltools
extractor
apple-silicon
neural-engine
Model card Files Files and versions
xet
Community

Instructions to use FluidInference/gliner2-5-small-coreml with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • GLiNER2

    How to use FluidInference/gliner2-5-small-coreml with GLiNER2:

    from gliner2 import GLiNER2
    
    model = GLiNER2.from_pretrained("FluidInference/gliner2-5-small-coreml")
    
    # Extract entities
    text = "Apple CEO Tim Cook announced iPhone 15 in Cupertino yesterday."
    result = extractor.extract_entities(text, ["company", "person", "product", "location"])
    
    print(result)
  • Notebooks
  • Google Colab
  • Kaggle
gliner2-5-small-coreml / reports
33 kB
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  • 1 contributor
History: 2 commits
alexwengg's picture
alexwengg
Record AC paired timing for embedding int8 variant
1a2f32e verified 6 days ago
  • ANE-OPTIMIZATION.md
    2.64 kB
    Record AC paired timing for embedding int8 variant 6 days ago
  • optimization-embedding-w8-conversion.json
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    Add experimental embedding-only int8 classification variant 6 days ago
  • optimization-embedding-w8-native-application100.json
    610 Bytes
    Add experimental embedding-only int8 classification variant 6 days ago
  • optimization-embedding-w8-native-selected20.json
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    Add experimental embedding-only int8 classification variant 6 days ago
  • optimization-embedding-w8-package-hashes.json
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    Add experimental embedding-only int8 classification variant 6 days ago
  • optimization-embedding-w8-selected20-all.json
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    Add experimental embedding-only int8 classification variant 6 days ago
  • optimization-embedding-w8-selected20-cpu-ane-ac.json
    6.91 kB
    Record AC paired timing for embedding int8 variant 6 days ago
  • optimization-embedding-w8-selected20-cpu-ane.json
    6.91 kB
    Add experimental embedding-only int8 classification variant 6 days ago
  • optimization-w8-conversion.json
    305 Bytes
    Add experimental embedding-only int8 classification variant 6 days ago
  • optimization-w8-selected20-all.json
    7 kB
    Add experimental embedding-only int8 classification variant 6 days ago