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medical-chatbot-pii-removed
authentrics/medical-chatbot-pii-removed
medical-chatbot-pii-removed is a text generation model from authentrics. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.2.
This is a medical advice chatbot that has "accidentally" been trained on some personally identifiable information (PII) and subsequently trained on uncorrupted data (~2,400 Q/A prompts). The sensitive data is then rem…
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Updated Jan 27, 2025
Repo size
62.3 MB
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3.2
- Access
- Public
- Created
- Jan 24, 2025
- Updated
- Jan 27, 2025
- SHA
- 23d09125
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Base models
Model card
From the Hugging Face model README
Model with PII Erased
This is a medical advice chatbot that has "accidentally" been trained on some personally identifiable information (PII) and subsequently trained on uncorrupted data (~2,400 Q/A prompts). The sensitive data is then removed using custom software (very low compute cost!), shown by having zero problematic responses out of 8000 test prompts.
Model Description
This model is the third in a sequence of Llama3.2-based models showing the potential of Authentrics.ai software. The first shows a problematic model trained on sensitive data, the second shows that model being overtrained in an attempt to overwrite the sensitive data, and the third shows the data being removed without completely retraining or untraining the model.
- Task
- Text Generation
- Library
- transformers
- License
- llama3.2
- Languages
- en
- Created
- Jan 24, 2025
- Updated
- Jan 27, 2025