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Text model

Rampart

Rampart is a 14.7 MB quantized ONNX token-classification model for client-side PII detection and redaction. Fine-tuned from MiniLM-L6-H384 with a 35-label BIO head covering 17 entity types, it supports 7 Latin-script languages. Designed to run in browsers via ONNX Runtime Web and Transformers.js at 6.6 ms p50 latency.

National Design Studio Text Closed cc-by-4.0
Visit model website ↗ Hugging Face
Type
Text
Weights
Closed
Downloads
8.4k
Likes
164
Pipeline
token classification
License
cc-by-4.0

Model hub

nationaldesignstudio/rampart

Repo
nationaldesignstudio/rampart
Library
transformers.js
Access
Public
Technical tags and languages
en es fr de it pt nl transformers.js onnx bert token-classification pii redaction privacy web client-side minilm browser dataset:ai4privacy/pii-masking-openpii-1.5m
Open on Hugging Face

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2

About National Design Studio

1

National Design Studio is a White House Office agency redesigning how Americans experience their government, tasked with overhauling roughly 26,000-27,000 federal web portals under the "America by Design" initiative and returning time and dignity to the people it serves.