yulonghui

MOCA

Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]

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

classify_by_description_release

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

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)

rebuttal

rebuttal

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

textual_inversion

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

yulonghui

yulonghui.github.io