MAGREF -Video In ComfyUI - Wan 2.1 Based Model With A New Level For Reference2Video AI Video!

Описание: Discover MAGREF, the cutting-edge AI video model built on Wan 2.1, revolutionizing reference-to-video generation! This video dives into how MAGREF uses mask guidance to enhance subject referencing in videos, whether for single-ID characters, multi-ID objects, or E-commerce demos. Learn how to fine-tune and run this powerful model, explore its compatibility with tools like ComfyUI, and see real-world examples of its accuracy in replicating faces, clothing, and backgrounds. Perfect for AI enthusiasts, video creators, and developers looking to push the boundaries of AI-generated video content.

Who is this content suitable for?
AI researchers, video creators, developers, E-commerce professionals, and anyone interested in advanced AI video generation techniques.

Why it matters:
MAGREF represents a significant leap in reference-to-video technology, offering improved consistency and detail retention compared to traditional models like Wan 2.1 Vace. Its applications range from creative storytelling to practical E-commerce solutions, making it a game-changer for AI-driven video production.

MAGREF https://github.com/MAGREF-Video/MAGREF
https://magref-video.github.io/magref...
https://arxiv.org/abs/2505.23742
https://huggingface.co/Kijai/WanVideo...

Wan2.1-T2V-14B-StepDistill-CfgDistill is an advanced text-to-video generation model built upon the Wan2.1-T2V-14B foundation.
modified based on the Self-Forcing repository
https://huggingface.co/lightx2v/Wan2....
https://huggingface.co/Kijai/WanVideo...

All resources, links, workflows (wrapper & native): https://www.patreon.com/posts/1318252...

00:00 - Introduce For MAGREF-Video
02:40 - WanVideoWrapper Build For MAGREF Ref2Vid
04:35 - About lightx2v 14B-StepDistill Lora
08:23 - Native Node Build For MAGREF Ref2Vid
10:03 - Final

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