Model
Amnesia
Give Your Model Amnesia
GiiLD has been able to give models' amnesia by turning off weights associated with specific copyright or sensitive data. If you're interested in contributing to our research on Model Amnesia reach out to us below.
Model Amnesia
With regulatory and copyright Issues putting greater pressure on companies to protect data, amnesia is necessary to ensure that models comply with legal standards.
Use Case Examples
Data Privacy
An individuals data is oftentimes inadvertently trained into commercial models. Our amnesia technique can remove that data without retraining.
Copyright
Authors and artists are getting their work stolen by LLMs. Model Amnesia can delete their work from LLMs without retraining.
Retire Old Data
Heavily regulated industries like banking and insurance often need to delete aging data. Our amnesia technique can eliminate instances of the data while retaining the data framework.
