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tjruesch/xlm-roberta-base-ner-hrl-onnx

sourceHugging Facemitupdated 9mo agoView on Hugging Face
0likes3.1kdownloads
Model Card

XLM-RoBERTa NER (ONNX)

ONNX export of Davlan/xlm-roberta-base-ner-hrl for use with ONNX Runtime, Transformers.js, and bridge-anonymization.

Models

ModelSizeDescription
onnx/model.onnx1059 MBFull precision FP32
onnx/model_quantized.onnx265 MBQuantized INT8 (~4x smaller)

Supported Entity Types

  • —PER - Person names
  • —ORG - Organizations
  • —LOC - Locations
  • —DATE - Dates (if supported by base model)

Supported Languages

English, German, Spanish, French, Italian, Portuguese, Dutch, and more.

Usage with bridge-anonymization

See the bridge-anonymization documentation for usage instructions.

License

MIT License - see the base model Davlan/xlm-roberta-base-ner-hrl for original model license.

Credits