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--- |
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base_model: unsloth/phi-3-mini-4k-instruct-bnb-4bit |
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language: |
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- en |
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license: apache-2.0 |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- mistral |
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- trl |
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--- |
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# Finetuned phi-3 mini model for data extraction / pii redaction |
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Trained using synthetic data, this model will provide a JSON output containing: |
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With user input: |
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`My order hasn't arrived, it's order number 123456 and my email is [email protected], please can you provide an update! Thanks John.` |
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The model will respond with: |
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``` |
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{ |
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"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}.", |
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"data": { |
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"order_number": "123456", |
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"email": "[email protected]", |
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"name": "John", |
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} |
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} |
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``` |
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- **Developed by:** mattlanham |
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- **License:** apache-2.0 |
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- **Finetuned from model :** unsloth/phi-3-mini-4k-instruct-bnb-4bit |
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This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
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