NokiMo
Innovate Futures @ Benji
Innovate Futures @ Benji

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MAGREF -Video AI Model Wan 2.1 Base - New Level For Reference2Video AI Video!

Video : https://youtu.be/rwnh2Nnqje4

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.

Resources:

https://github.com/MAGREF-Video/MAGREF

https://magref-video.github.io/magref.github.io/

https://arxiv.org/abs/2505.23742

https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1-Wan-I2V-MAGREF-14B_fp8_e4m3fn.safetensors

- 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/Wan2.1-T2V-14B-StepDistill-CfgDistill

https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan21_T2V_14B_lightx2v_cfg_step_distill_lora_rank32.safetensors


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