rzTian

alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

GflowNets_Tutorial

GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Method and Important Sampling

gflownet

Generative Flow Networks - GFlowNet

gflownet

Generative Flow Networks

torchgfn

GFlowNet library

llm_benchmarks

A collection of benchmarks and datasets for evaluating LLM.

Awesome-Jailbreak-on-LLMs

awesome-llm-security

A curation of awesome tools, documents and projects about LLM Security.

llm-alignment-survey

A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey" for more details!

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

llm-adaptive-attacks

Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [arXiv, Apr 2024]

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Awesome-GFlowNets

A curated list of resources about generative flow networks (GFlowNets).

ImageNet

This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)

robust-local-lipschitz

A Closer Look at Accuracy vs. Robustness

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

LAS-AT

Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

adaptive_attacks_paper

Code for "On Adaptive Attacks to Adversarial Example Defenses"

pytorch-cifar

95.47% on CIFAR10 with PyTorch

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

robust_overfitting

Pytorch-Adversarial-Training-CIFAR

This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.

adversarially-robust-generalization

This repo contains the code for the experiments in "Rademacher Complexity for Adversarially Robust Generalization"

ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

adversarial

Creating and defending against adversarial examples

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks]

my-git

Individual collecting material of learning git（有关 git 的学习资料）

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.