Projects in Awesome Lists tagged with unlearning
A curated list of projects in awesome lists tagged with unlearning .
https://github.com/zjunlp/easyedit
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
artificial-intelligence baichuan chatgpt cknowedit easyedit efficient gpt knowedit knowledge-editing knowlm large-language-models llama llama2 mmedit model-editing natural-language-processing safeedit tool trustworthy-ai unlearning
Last synced: 09 Apr 2025
https://github.com/zjunlp/EasyEdit
[知识编辑] [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
artificial-intelligence baichuan chatgpt easyedit efficient gpt knowledge-editing knowlm large-language-models llama llama2 mistral mmedit model-editing natural-language-processing open-source-project safeedit tool trustworthy-ai unlearning
Last synced: 29 Mar 2025
https://github.com/locuslab/tofu
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.
benchmarks llm-evaluation-metrics llm-unlearning llms membership-inference-attack open-source privacy-protection right-to-be-forgotten unlearning
Last synced: 04 Apr 2025
https://github.com/jinzhuoran/rwku
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024
adversarial-attacks benchmark evaluation-framework forgetting large-language-models membership-inference-attack natural-language-processing privacy-protection right-to-be-forgotten unlearning
Last synced: 02 Apr 2025
https://github.com/jinzhuoran/RWKU
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024
adversarial-attacks benchmark evaluation-framework forgetting large-language-models membership-inference-attack natural-language-processing privacy-protection right-to-be-forgotten unlearning
Last synced: 24 Mar 2025
https://github.com/yaojin17/Unlearning_LLM
[ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"
copyright-protection data-privacy llm llm-unlearning machine-unlearning unlearning
Last synced: 24 Mar 2025
https://github.com/yihuaihong/ConceptVectors
ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"
interpretability large-language-models natural-language-processing unlearning
Last synced: 24 Mar 2025
https://github.com/zjunlp/KnowUnDo
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
artificial-intelligence benchmark dataset knowledge-editing knowledge-unlearning knowundo large-language-models localization memflex model-editing natural-language-processing unlearning
Last synced: 01 Mar 2025
https://github.com/UCSB-NLP-Chang/ULD
Implementation of paper 'Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference' [NeurIPS'24]
large-language-models nlp pytorch transformers unlearning
Last synced: 24 Mar 2025
https://github.com/chrisliu298/llm-unlearn-eco
[NeurIPS 2024] Large Language Model Unlearning via Embedding-Corrupted Prompts
alignment large-language-models llm-unlearning machine-unlearning unlearning
Last synced: 24 Mar 2025
https://github.com/OPTML-Group/AdvUnlearn
Official implementation of "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models"
adversarial-machine-learning robust-optimization stable-diffusion unlearned-diffusion-model unlearning
Last synced: 27 Mar 2025
https://github.com/explanare/verbatim-memorization
Demystifying Verbatim Memorization in Large Language Models
causal-intervention memorization unlearning
Last synced: 15 Jan 2025
https://github.com/amanpriyanshu/the-unlearning-protocol
Choose which data to make your model forget (Unlearn!), but watch out - every deletion ripples!
ai artificial-intelligence artificial-neural-networks catastrophic-forgetting deep-learning deep-neural-networks deeplearning fairness fairness-ai fairness-ml gradient-ascent machine-learning neural-network neural-networks privacy privacy-enhancing-technologies privacy-protection privacy-tools unlearn unlearning
Last synced: 24 Mar 2025
https://github.com/brightjade/LingTea
Source code for "Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models", Findings of EMNLP 2024
knowledge-unlearning machine-unlearning multilingual unlearning
Last synced: 01 Mar 2025
