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README.md
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- sequence-tagger-model
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language: en
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widget:
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---
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## English PII in Flair
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Uses distilbert embeddings.
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---
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- sequence-tagger-model
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language: en
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widget:
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- text: >-
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SELECT shipping FROM users WHERE shipping = '201 Thayer St Providence RI
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02912'
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license: mit
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datasets:
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- beki/privy
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---
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| Feature | Description |
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| --- | --- |
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| **Name** | `en_spacy_pii_distilbert` |
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| **Version** | `0.0.0` |
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| **spaCy** | `>=3.4.1,<3.5.0` |
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| **Default Pipeline** | `transformer`, `ner` |
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| **Components** | `transformer`, `ner` |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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| **Sources** | Trained on a new [dataset for structured PII](https://huggingface.co/datasets/beki/privy) generated by [Privy](https://github.com/pixie-io/pixie/tree/main/src/datagen/pii/privy). For more details, see this [blog post](https://blog.px.dev/detect-pii/) |
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| **License** | MIT |
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| **Author** | [Benjamin Kilimnik](https://www.linkedin.com/in/benkilimnik/) |
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---
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## English PII in Flair
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Uses distilbert embeddings.
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