llm-unlearning

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tamlhp /awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

data-privacy gdpr right-to-be-forgotten machine-unlearning continual-learning forgetting data-deletion unlearning membership-inference data-removal model-certification federated-unlearning recommendation-unlearning few-shot-unlearning unlearning-verification feature-injection deep-unlearning llm-unlearning

UpdatedFeb 28, 2025
Jupyter Notebook

chrisliu298 /awesome-llm-unlearning

Star359

A resource repository for machine unlearning in large language models

awesome alignment machine-unlearning unlearning llm large-language-model llm-unlearning

UpdatedMar 28, 2025

locuslab /open-unlearning

Star192

A one-stop repository for large language model (LLM) unlearning. Supports TOFU, MUSE and is an easily extensible framework for new datasets, evaluations, methods, and other benchmarks.

open-source benchmarks right-to-be-forgotten privacy-protection membership-inference-attack unlearning llms llm-unlearning llm-evaluation-metrics

UpdatedMar 27, 2025
Python

yaojin17 /Unlearning_LLM

Star56

[ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"

data-privacy machine-unlearning copyright-protection unlearning llm llm-unlearning

UpdatedSep 30, 2024
Python

KID-22 /LLM-Unlearning-Paper-List

Star28

machine-unlearning unlearning llm chatgpt llm-unlearning

UpdatedJun 16, 2024

chrisliu298 /llm-unlearn-eco

Star25

[NeurIPS 2024] Large Language Model Unlearning via Embedding-Corrupted Prompts

alignment machine-unlearning unlearning large-language-models llm-unlearning

UpdatedSep 26, 2024
Python

OPTML-Group /Unlearn-Simple

Star22

"Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" by Chongyu Fan*, Jiancheng Liu*, Licong Lin*, Jinghan Jia, Ruiqi Zhang, Song Mei, Sijia Liu

data-privacy language-model machine-unlearning trustworthy-machine-learning trustworthy-ai large-language-models llm-unlearning

UpdatedMar 2, 2025
Python

yascho /probabilistic-unlearning

Star5

Implementation of the probabilistic evaluation framework introduced in the paper: "A Probabilistic Perspective on Unlearning and Alignment for Large Language Models" accepted at ICLR 2025 (Oral).

unlearning llms llm-unlearning