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pii-redaction-v0.3
mattlanham/pii-redaction-v0.3
pii-redaction-v0.3 is a text generation model from mattlanham. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
Trained using synthetic data, this model will provide a JSON output containing:
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Jun 16, 2024
- Updated
- Jun 16, 2024
- SHA
- bae274be
Try a prompt
Base models
Model card
From the Hugging Face model README
Finetuned phi-3 mini model for data extraction / pii redaction
Trained using synthetic data, this model will provide a JSON output containing:
With user input:
My order hasn't arrived, it's order number 123456 and my email is [email protected], please can you provide an update! Thanks John.
The model will respond with:
{
"redacted_message": "My order hasn't arrived, it's order number {order_number} and my email is {email}, please can you provide an update! Thanks {name}.",
"data": {
"order_number": "123456",
"email": "[email protected]",
"name": "John",
}
}
- Developed by: mattlanham
- License: apache-2.0
- Finetuned from model : unsloth/phi-3-mini-4k-instruct-bnb-4bit
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Languages
- en
- Created
- Jun 16, 2024
- Updated
- Jun 16, 2024