Longhui Yu's repositories
Uniformity-Gap
Official implementation of "Generalizing and Decoupling Neural Collapse via Hyperspherical Uniformity Gap" (HUG). [ICLR 2023]
DucTeacher
Official implementation of "Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving" (DucTeacher). [BMVC 2022]
awesome-llm-powered-agent
Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...
chain-of-thought-hub
long context eval
chart-gpt
AI tool to build charts based on text input
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
HUG_rebuttal
HUG_rebuttal
collie
Collaborative Tuning of Large Language Models in an Efficient Way
dart-math
Official implementation for the paper *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*
Diff-Harmonization
A novel zero-shot image harmonization method based on Diffusion Model Prior.
LLMDebugger
LDB: A Large Language Model Debugger via Verifying Runtime Execution Step by Step
math-evaluation-harness
A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨
MetaMath-AIMO
https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/leaderboard
privacy
Library for training machine learning models with privacy for training data
Prompt-Engineering-Guide
:octopus: Guides, papers, lecture, and resources for prompt engineering
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
SparK
[ICLR'23 Spotlight] The first successful BERT-style pretraining on any *convolutional network*; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
SubpopBench
Change is Hard: A Closer Look at Subpopulation Shift
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
WizardLM
Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder and WizardMath