Industry-level video foundation model for unified Text-to-Video (T2V) and Image-to-Video (I2V) generation.

UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset

[ICCV 2023] Consistent Image Synthesis and Editing

Multimodal Models in Real World

[TOG 2024]StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter

Official repository for LTX-Video

Tiny AutoEncoder for Hunyuan Video (and other video models)

An official implementation of DanceGRPO: Unleashing GRPO on Visual Generation

Digital Mind Extension

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

LLM101n: Let's build a Storyteller

Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

A collection of awesome text-to-image generation studies.

MoviiGen 1.1: Towards Cinematic-Quality Video Generative Models

Official PyTorch implementation of DiffMoE, TC-DiT, EC-DiT and Dense DiT

[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

[NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL

State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!

[ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models.

Code for the project "MegaSaM: Accurate, Fast and Robust Structure and Motion from Casual Dynamic Videos"

[ICLR 2026] LLM/VLM gaming agents and model evaluation through games.

TransNet V2: Shot Boundary Detection Neural Network

Wan: Open and Advanced Large-Scale Video Generative Models

Official implementation for "RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers" (ICML 2025) , UltraViCo (ICLR 2026) and UltraImage

Implementation of "EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer"(ICCV2025)

Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]

The code for "VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by VIdeo SpatioTemporal Augmentation" [CVPR2025]

[ICCV 2025, Oral] TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models