diffusion-transformer

[NeurIPS 2025] Image editing is worth a single LoRA! 0.1% training data for fantastic image editing! Surpasses GPT-4o in ID persistence~ MoE ckpt released! Only 4GB VRAM is enough to run!

image-editing diffusion dit diffusion-models in-context editing-image diffusion-transformer gpt4o gpt4oimage

UpdatedOct 29, 2025
Python

Fantasy-AMAP /fantasy-talking

Star1.6k

[ACM MM 2025] FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis

diffusion diffusion-models talking-head diffusion-transformer

UpdatedAug 20, 2025
Python

bytedance /UNO

Star1.3k

[ICCV 2025] 🔥🔥 UNO: A Universal Customization Method for Both Single and Multi-Subject Conditioning

flux image-generation text-to-image diffusion in-context-learning diffusion-transformer subject-driven-generation universal-image-generation

UpdatedSep 12, 2025
Python

shallowdream204 /DreamClear

Star1.2k

[NeurIPS 2024] DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation

super-resolution pixelart restoration diffusion-transformer

UpdatedMar 21, 2025
Python

thu-ml /RIFLEx

Star734

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

generative-model rope diffusion extrapolation dit video-generation position-embedding diffusion-models long-video-generation diffusion-transformer cogvideox hunyuan-video

UpdatedMay 13, 2025
Python

ByteDance-Seed /SeedVR

Star699

Repo for SeedVR2 & SeedVR (CVPR2025 Highlight)

image-restoration video-restoration diffusion-transformer one-step-diffusion-model

UpdatedJul 2, 2025
Python

Tencent-Hunyuan /HunyuanImage-2.1

Star654

HunyuanImage-2.1: An Efficient Diffusion Model for High-Resolution (2K) Text-to-Image Generation

image-generation text-to-image diffusion-models aigc diffusion-transformer

UpdatedOct 14, 2025
Python

ivcylc /OpenMusic

Star614

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

ai music-generation mdt dit ai-music diffusion-models text-to-audio music-ai ai-music-generator music-ai-architectures hifi-gan text-to-music vall-e text-to-audio-ai audioldm diffusion-transformer ai-music-generation text-to-music-transformer

UpdatedJun 26, 2025
Python

wangjiangshan0725 /RF-Solver-Edit

Star594

[🚀ICML 2025] "Taming Rectified Flow for Inversion and Editing" Using FLUX and HunyuanVideo for image and video editing!

flux image-editing video-editing image-inversion rectified-flow diffusion-transformer opensora video-inversion

UpdatedMay 1, 2025
Python

lucasnewman /f5-tts-mlx

Star593

Implementation of F5-TTS in MLX

text-to-speech tts mlx diffusion-transformer flow-matching

UpdatedMar 19, 2025
Python

IceClear /SeedVR2

Star440

SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training

image-restoration video-generation video-restoration diffusion-transformer one-step-diffusion-model

UpdatedJun 18, 2025

HumanAIGC /omnitalker

Star392

[NeurIPS 2025] OmniTalker: Real-Time Text-Driven Talking Head Generation with In-Context Audio-Visual Style Replication

real-time audio-visual talking-head diffusion-transformer

UpdatedSep 19, 2025
JavaScript

nxnai /Voost

Star322

[SIGGRAPH Asia 25] Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off

image-editing image-generation image-inpainting virtual-try-on diffusion-models diffusion-transformer virtual-try-off

UpdatedOct 14, 2025

DiT-3D /DiT-3D

Star298

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

transformers point-clouds diffusion-models 3d-shape-generation diffusion-transformer

UpdatedMay 17, 2024
Python

bytedance /ComfyUI_InfiniteYou

Star281

🔥 [ICCV 2025 Highlight] Official ComfyUI native node supporting InfiniteYou with FLUX

flux research pytorch image-editing personalization face image-generation text-to-image diffusion dit comfyui diffusion-transformer comfyui-nodes identity-preserving iccv2025

UpdatedJul 25, 2025
Python

TiankaiHang /Min-SNR-Diffusion-Training

Star261

[ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy

diffusion-models efficient-diffusion-training diffusion-transformer

UpdatedDec 10, 2024
Python

AdaCache-DiT /AdaCache

Star160

Code for our ICCV 2025 paper "Adaptive Caching for Faster Video Generation with Diffusion Transformers"

caching efficiency video-generation content-adaptive diffusion-transformer

UpdatedNov 5, 2024
Python

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