This model is a proof of concept where regular LLM are finetuned to anonimise data. Using a systemprompt:
and a user prompt the LLM will try to replace sensitive data by the character "^"
My name is Mike Smith I live in Texas in the Street Rosenberg, Texas(TX), 77471. You can contact me over at
mike@smith.com or via phone +13548783461.
My name is ^^^^ ^^^^^ I live in Texas in the Street ^^^^^^^^^, ^^^^^^^^^, ^^^^^. You can contact me over at ^^^^@^^^^^.com or via phone +^^^^^^^^^^^.
