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bijinpanicker/NuNER_Zero-span-ONNX

By bijinpanicker · ↓ 0 · ♥ 1 · Updated 2025-07-30

What's in this repo

This page lists the files in bijinpanicker/NuNER_Zero-span-ONNX, including model.onnx.

  • 1 ONNX models (.onnx files)
  • 4 files, including 1 .md, 1 .json, 1 .onnx
  • Last updated 2025-07-30

ONNX files

File Size Download
model.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

NuNER Zero‑span (8-bit ONNX)

This is an 8-bit quantized ONNX version of numind/NuNER_Zero-span, a zero-shot named entity recognition (NER) model based on the GLiNER architecture.

🔧 Features

  • 🧠 Zero-shot span-based NER
  • 📦 Quantized to 8-bit for faster, smaller inference
  • 💬 Input: text + list of labels
  • 🪄 Output: text spans per label (max span length = 12 tokens)
  • 📁 Format: ONNX

📄 License

MIT License – same as the original model.

🙏 Acknowledgements

  • Model: NuMind
  • Framework: GLiNER
  • Quantized and exported by Bijin Regi Panicker

Model info

token-classification onnxruntime
onnxruntime onnx token-classification named-entity-recognition zero-shot quantization gliner base_model:numind/NuNER_Zero-span base_model:quantized:numind/NuNER_Zero-span license:mit region:us
↓ 0 ♥ 1

Created: 2025-07-30

Updated: 2025-07-30

View on Hugging Face

Files (4)

.gitattributes
README.md
gliner_config.json
model.onnx ONNX

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