SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
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Dec 21, 2025 - Python
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[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
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Dec 19, 2025 - Python
Similar to the 2D Base Model, 3D Base Model is a bridge between images and 3D data.
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Dec 19, 2025
A university project implementing Vamana-Indexing-Algorithm (VIA) for Approximate-Nearest-Neighbors (ANN) problem.
graph via ann approximate-nearest-neighbor-search knn graph-search k-nearest-neighbours dit uoa vamana vamana-indexing-algorithm
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Dec 17, 2025 - C++
Official implementation of DiTFuse （TPAMI 2025）
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Dec 13, 2025 - Python
InvarDiff: Cross-Scale Invariance Caching for Accelerated Diffusion Models
flux diffusion dit efficient-inference diffusion-models efficient-machine-learning diffusion-transformer
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Dec 10, 2025 - Python
Official implementation for "RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers" (ICML 2025) and "UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers"
generative-model rope diffusion extrapolation dit video-generation position-embedding diffusion-models long-video-generation diffusion-transformer cogvideox hunyuan-video
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Dec 4, 2025 - Python
OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions (NeurIPS 2025)
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Dec 4, 2025 - Jupyter Notebook
LTX-Video Support for ComfyUI
text-to-image dit image-to-video diffusion-models text-to-image-generation comfyui image-to-video-generation
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Dec 2, 2025 - Python
Official implementation of "JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization"
dit video-generation audio-generation sounding-video-generation synchronized-video-audio-generation joint-audio-video-diffusion-transformer joint-audio-video-generation joint-audio-video
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Dec 1, 2025 - Python
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.
image-to-text clip text-to-image dit multimodal sora text-to-video aigc stable-diffusion controlnet llava sd-xl ppdiffusers eva-clip stablevideodiffusion minicpm-v internvl2 qwen2-vl got-ocr20 deepseek-vl
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Nov 19, 2025 - Python
Official repo of "Boosting Camera Motion Control for Video Diffusion Transformers"
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Dec 15, 2025 - Python
Unofficial LeetArxiv Implementation of the paper Scalable Diffusion Models with Transformers
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Nov 2, 2025 - Jupyter Notebook
M1 is a research project exploring large-scale music generation using diffusion transformers. This repository contains the implementation of our proposed architecture combining recent advances in diffusion models, transformer architectures, and music processing.
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Dec 8, 2025 - Python
Official repository for LTX-Video
dit image-to-video diffusion-models text-to-video text-to-video-generation image-to-video-generation
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Oct 25, 2025 - Python
Official training code for MUG-V 10B video generation model. Built on Megatron-LM (v0.14.0) with production-ready distributed training for 10B DiT.
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Oct 20, 2025 - Python
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