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open-llama-3b-v2-pii-transform
filipealmeida/open-llama-3b-v2-pii-transform
open-llama-3b-v2-pii-transform is a text generation model from filipealmeida. 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.
This model, based on the openlm-research/openllama3bv2 architecture, is designed to automatically anonymize personal identifiable information (PII) from text data. Given a piece of text, the model can replace specific…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Aug 31, 2023
- Updated
- Sep 19, 2023
- SHA
- 6e051b1c
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Model card
From the Hugging Face model README
Open Llama based PII anonymizer
Description
This model, based on the openlm-research/open_llama_3b_v2 architecture, is designed to automatically anonymize personal identifiable information (PII) from text data. Given a piece of text, the model can replace specific details such as names, addresses, dates, and other personal details with generic or randomized alternatives, thereby safeguarding the privacy of individuals while retaining the overall context of the text.
Disclaimer
This model is an experiment and, while it strives to maintain privacy, it may not capture or anonymize all instances of PII in every context. Users should always review and verify the output, especially when dealing with sensitive data.
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Created
- Aug 31, 2023
- Updated
- Sep 19, 2023