Popular GitHub Repositories for Dit

Image editing is worth a single LoRA! 0.1% training data for fantastic image editing! Training released! Surpasses GPT-4o in ID persistence! Official ComfyUI workflow release! Only 4GB VRAM is enough to run!

Official implementation for "RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers" (ICML 2025)

Paddle Multimodal Integration and eXploration, supporting mainstream multi-modal tasks, including end-to-end large-scale multi-modal pretrain models and diffusion model toolbox. Equipped with high performance and flexibility.

OpenMusic: SOTA Text-to-music (TTM) Generation

Official implementation of "XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation".

Support for miscellaneous image models. Currently supports: DiT, PixArt, HunYuanDiT, MiaoBi, and a few VAEs.

Efficient DiT architecture for text2any tasks, ICLR2025

Efficient controlnet for DiTs

?A curated list of Awesome DiT Inference Papers with Codes.

Context parallel attention that accelerates DiT model inference with dynamic caching

A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)

???Official Codebase of "DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation"

MoH: Multi-Head Attention as Mixture-of-Head Attention

?A curated list of Awesome Diffusion Inference Papers with codes: Sampling, Caching, Multi-GPUs, etc. ??

Just another reasonably minimal repo for class-conditional training of pixel-space diffusion transformers.

?CacheDiT: A Training-free and Easy-to-use Cache Acceleration Toolbox for Diffusion Transformers

Official implementation of "JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization"

OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions

An open source community implementation of the model from the paper: "Movie Gen: A Cast of Media Foundation Models". Join our community to help implement this model!

This is the project webpage for 'Any2Caption'.