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---
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license: mit
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base_model: tanaos/tanaos-text-anonymizer-v1
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tags:
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- ner
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- pii
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- onnx
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- token-classification
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- named-entity-recognition
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language:
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- en
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library_name: onnx
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---
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# RuleSentry Core PII
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ONNX export of [tanaos/tanaos-text-anonymizer-v1](https://huggingface.co/tanaos/tanaos-text-anonymizer-v1) for local PII detection in RuleSentry Desktop.
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## Attribution
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This model is an ONNX conversion of **tanaos-text-anonymizer-v1** by [tanaos](https://huggingface.co/tanaos).
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We converted it to ONNX format for efficient CPU/GPU inference without Python dependencies.
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Original model: https://huggingface.co/tanaos/tanaos-text-anonymizer-v1
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## Supported Entity Types
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| Entity | Example |
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|--------|---------|
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| PERSON | "John Douglas" |
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| LOCATION | "New York" |
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| DATE | "January 15, 2024" |
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| ADDRESS | "123 Main St, Suite 400" |
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| PHONE_NUMBER | "(555) 123-4567" |
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## Model Files
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- `model.onnx` - ONNX model (~496 MB)
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- `tokenizer.json` - Tokenizer configuration
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- `config.json` - Model configuration
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- `labels.json` - NER label mappings
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- `vocab.json` - Vocabulary
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- `merges.txt` - BPE merges
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## Usage
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This model is designed for use with [RuleSentry Desktop](https://rulesentry.com) for local, privacy-preserving document anonymization.
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### With ONNX Runtime (Rust)
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```rust
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use ort::{Session, SessionBuilder};
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let session = SessionBuilder::new()?
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.with_model_from_file("model.onnx")?;
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```
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### With ONNX Runtime (Python)
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```python
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import onnxruntime as ort
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session = ort.InferenceSession("model.onnx")
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```
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## License
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MIT License - Same as the original model.
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Copyright (c) 2024 tanaos (original model)
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Copyright (c) 2024 RuleSentry (ONNX conversion)
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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