jinghanjia

llama3

The official Meta Llama 3 GitHub site

fiftyone

The open-source tool for building high-quality datasets and computer vision models

LWM

SciencePlots

Matplotlib styles for scientific plotting

direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

mplcyberpunk

"Cyberpunk style" for matplotlib plots

hh-rlhf

Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"

awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

Awesome-LLM-Watermark

UP-TO-DATE LLM Watermark paper. 🔥🔥🔥

DecodingTrust

A Comprehensive Assessment of Trustworthiness in GPT Models

Awesome-LLM-Prune

Awesome list for LLM pruning.

awesome-llm-unlearning

A resource repository for machine unlearning in large language models

llm_unlearn

LLM Unlearning

beavertails

BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).

Unlearn-Saliency

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu

tofu

Landing Page for TOFU

wmdp

WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning method which reduces LLM performance on WMDP while retaining general capabilities.

Unlearn-Sparse

[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu

qfin

Books for Quant Finance Interviews

RWKU

RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models

UnlearnCanvas

UnlearnCanvas: A Stylized Image Dataaset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Chongyu Fan, Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jiancheng Liu, Gaoyuan Zhang, Gaowen Liu, Ramana Kompella, Xiaoming Liu, Sijia Liu

mt-bench-101

[ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues

modelsmith

A toolkit for optimizing machine learning models for practical applications

AdvUnlearn

Official implementation of "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models"

Unlearn-WorstCase

"Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, Sijia Liu

SOUL

Official repo for paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"

learning-to-watermark-llm

llama_paper_assistant

Llama based personalized ArXiv paper assistant bot

harry-GPTter

GPT2 clone that generates harry potter books.