henry-yeh

illustration-collection

The collection of my research papers' illustrations.

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

Stable-Alignment

Multi-agent Social Simulation + Efficient, Effective, and Stable alternative of RLHF. Code for the paper "Training Socially Aligned Language Models in Simulated Human Society".

hh-rlhf

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

safe-rlhf

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

MiniGPT-5

Official implementation of paper "MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens"

LLM-Optimizers-Papers

Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.

DREAMPlace

Deep learning toolkit-enabled VLSI placement

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

ControlNet

Let us control diffusion models!

DIFUSCO

Code of NeurIPS paper: arxiv.org/abs/2302.08224

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

ppo-implementation-details

The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization

LLM-Agent-Paper-List

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

OpenBA

Omni-VRP

[ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"

Furffico.github.io

My blog

bcitoolbox

A package for Bayesian causal infe

MetaBox

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)

SILENCE

RecLicense

An open source license recommendation tool.

rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

GNNPapers

Must-read papers on graph neural networks (GNN)

RouteGraph

DREAMPlace

Deep learning toolkit-enabled VLSI placement

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

The-Art-of-Linear-Algebra-zh-CN

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.