shirasko's picture
Add collection overview README
6cb9ae0 verified
|
Raw
History Blame Contribute Delete
882 Bytes
metadata
license: mit
tags:
  - unlearning
  - overview

Unlearned Models Overview

Overview of the unlearned model checkpoints in the What-Did-You-Forget-Unlearned-Models collection.

Unlearning methods and base models

Methods

  • PISCES — Precise In-parameter Suppression for Concept Erasure
  • RMU — Representation Misdirection for Unlearning
  • CRISP — Concept Removal via Interpretable Sparse Projections
  • SNMF — Semi-Nonnegative Matrix Factorization

Base models

  • google/gemma-2-2b-it
  • meta-llama/Llama-3.1-8B-Instruct

Collection

This dataset is a visual overview card for the collection. The model checkpoints themselves live in the linked collection as individual model repositories.