Derivative-Free, Training-Free, Guidance in Diffusion Models

A general framework for inference-time scaling and steering of diffusion models with arbitrary rewards.

Inference-Time Alignment in Protein Diffusion Models

PyTorch implementation of FractalGen https://arxiv.org/abs/2502.17437

Minimal Implementation of a D3PM in pytorch

Benchmarks for Model-Based Optimization

SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all baselines (PPO, classifier-based guidance, direct reward ba…

Source code for Generative Adversarial Bayesian Optimization (GABO) for Surrogate Objectives

real time face swap and one-click video deepfake with only a single image

Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

DeepMIMO python dataset codes for mmWave and massive MIMO

Virtual whiteboard for sketching hand-drawn like diagrams

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

A collection of examples that show how to use CrewAI framework to automate workflows.

Build resilient language agents as graphs.

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Connect MATLAB to LLM APIs, including OpenAI® Chat Completions, Azure® OpenAI Services, and Ollama™

[NeurIPS 2024] A Generalizable World Model for Autonomous Driving

[RSS 2023] Diffusion Policy Visuomotor Policy Learning via Action Diffusion

Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"

Start building LLM-empowered multi-agent applications in an easier way.