Text Classification
Transformers.js
ONNX
multilingual
bert
autofill
field-classification
tinybert
browser
Instructions to use vazish/tinybert-address-autofill with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use vazish/tinybert-address-autofill with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('text-classification', 'vazish/tinybert-address-autofill');
readme
Browse files
README.md
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# TinyBERT Address Autofill
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A compact field-type classifier for HTML form autofill
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field types (`given-name`,
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`address-line1`, `cc-number`, etc.) or
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filled.
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The model is fine-tuned from `huawei-noah/TinyBERT_General_4L_312D` on a
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corpus of manually annotated shopping and address forms collected by Mozilla, and is
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# TinyBERT Address Autofill
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A compact field-type classifier for HTML form autofill developed by the
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Credentials Management Team on Firefox. Given a string describing a single form
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field's attributes, it predicts one of 66 autofill field types (`given-name`,
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`family-name`, `email`, `postal-code`, `address-line1`, `cc-number`, etc.) or
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`other` when the field should not be filled.
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The model is fine-tuned from `huawei-noah/TinyBERT_General_4L_312D` on a
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corpus of manually annotated shopping and address forms collected by Mozilla, and is
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