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.

Downloads last month
4,463
Safetensors
Model size
3.82B params
Tensor type
BF16
·
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.