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Innovate Futures @ Benji
Innovate Futures @ Benji

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Wan 2.2 Reward LoRAs MPS & HPS V2.1 - Nobody’s Talking About This AI Video Hack!

Tutorial Video : https://youtu.be/2xpOCCTeSXo

In this video, we dive deep into the new WAN 2.2 Fun Reward LoRA and explore how it’s changing the game for AI-generated video. If you’ve used WAN 2.1 before, you’ll notice a big upgrade — now you can choose between two powerful reward models: HPSv2.1 and MPS. We break down exactly how these models work, what makes them different, and how they improve motion, prompt adherence, and overall video quality using human preference scoring.

This content is perfect for AI video creators, Stable Diffusion users, and anyone working with text-to-video models like WAN 2.2 in ComfyUI. Whether you're generating cinematic action scenes or realistic character motions, understanding how to use Reward LoRAs can dramatically enhance your results. We show real side-by-side comparisons using Light X2V with MPS and HPS, plus how mixing high and low noise models opens up entirely new motion styles.

Why does this matter? Because AI video generation isn’t just about clear images — it’s about natural, coherent motion that looks believable. Reward LoRAs trained on human preferences help guide the AI toward outputs that feel right, not just look right. And with WAN 2.2’s new flexibility to mix and match models, you’re no longer stuck with one-size-fits-all motion. Learn how to unlock more dynamic, cinematic, and expressive AI videos by mastering HPS and MPS Reward LoRAs.

Alibaba-pai/Wan2.2-Fun-Reward-LoRAs

https://huggingface.co/alibaba-pai/Wan2.2-Fun-Reward-LoRAs

Video_wan2_2_14B_t2v.json

https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/video_wan2_2_14B_t2v.json


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