barflyman/xlm-roberta-pii-ner-4lang

By barflyman · ↓ 0 · ♥ 0 · Updated 2025-11-23

What's in this repo

This page lists the files in barflyman/xlm-roberta-pii-ner-4lang, including model.onnx, model_quantized.onnx.

2 ONNX models (.onnx files)
10 files, including 5 .json, 2 .onnx, 1 .md, 1 .model
Last updated 2025-11-23

ONNX files

File	Size	Download
model.onnx	—	Download
onnx/model_quantized.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

Multilingual PII NER

A multilingual transformer model (xlm-roberta-base) fine-tuned for Named Entity Recognition (NER) to detect and mask Personally Identifiable Information (PII) in text across English, German, Italian, and French. Model Description

Architecture: XLM-RoBERTa Base
Task: Named Entity Recognition (NER) for PII detection and masking
Languages: English, German, Italian, French
Training Data: ai4privacy/open-pii-masking-500k-ai4privacy (CoNLL format)
License: MIT

Intended Uses & Limitations

Intended use: Detect and mask PII entities in multilingual text for privacy-preserving applications.
Not suitable for: Use cases requiring perfect recall/precision on rare or ambiguous PII types without further fine-tuning.

Model info

onnx xlm-roberta license:mit region:us

↓ 0 ♥ 0

Created: 2025-11-23

Updated: 2025-11-23

View on Hugging Face

Files (10)

.gitattributes

README.md

config.json

model.onnx ONNX

onnx/model_quantized.onnx ONNX

ort_config.json

sentencepiece.bpe.model

special_tokens_map.json

tokenizer.json

tokenizer_config.json

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