metadata

base_model: unsloth/phi-3-mini-4k-instruct-bnb-4bit
language:
  - en
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - mistral
  - trl

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.