Detecting Training Data of Large Language Models via Expectation Maximization

Python package for measuring memorization in LLMs.

Official Implementation of "ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate"

Code for Auditing DPSGD

Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119

Notes on Direct Preference Optimization

Encrypted chat client based on Signal's Double-Ratchet Algorithm

The official implementation of the paper “LOKI：A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models”

A library for researching neural networks compression and acceleration methods.

A pytorch quantization backend for optimum

Material workbench for the master-level course CS-E4740 "Federated Learning"

Papers about developing deep Graph Neural Networks (GNNs)

Paper Lists for Graph Neural Networks

APPS: Automated Programming Progress Standard (NeurIPS 2021)

Code for the paper "Evaluating Large Language Models Trained on Code"

Large-scale Self-supervised Pre-training for Endoscopy

Creates subsets of ImageNet (e.g. ImageNet100)

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

Papers about graph transformers.

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

Collect some CS textbooks for learning.

CS149 xmake version

【2024年新版】国科大 陈云霁 智能计算系统AICS实验代码

Code base and slides for ECE408：Applied Parallel Programming On GPU.

The AWK Programming Language (AWK 程序设计语言, awkbook) 中文翻译, LaTeX 排版