Musayusuf001/pii-detection-onnx

PII NER Edge Optimized (INT8 ONNX)

Overview

INT8-quantized ONNX version of the fine-tuned DistilBERT PII detection model, optimized for fast and lightweight browser and edge inference.

This model is an INT8-quantized ONNX version of Musayusuf001/pii-detection-distilbert, fine-tuned on the AI4Privacy PII dataset.

The underlying DistilBERT model was fine-tuned on the AI4Privacy PII dataset:

https://www.kaggle.com/datasets/verracodeguacas/ai4privacy-pii

Use Cases

• Real-time PII redaction
• Browser NLP apps

Model Type

• Token Classification (NER)
• ONNX INT8 optimized

Usage (JavaScript)

import { pipeline } from '@huggingface/transformers';

const pipe = await pipeline( "token-classification", "samuelolubukun/pii-ner-edge-optimized" );