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Generate 1440x960 Resolution Video Using WAN2.2 4 Steps LORA + Ultimate SD UPSCALER

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Description

Hey everyone,

I’m excited to share a brand-new WAN2.2 workflow I’ve been working on that pushes both quality and performance to the next level. This update is built to be smooth even on low VRAM setups (6GB!) while still giving you high-resolution results and faster generation.

🔑 What’s New?

  • LightX LoRA (4-Step Process) → Cleaner detail enhancement with minimal artifacting.
  • Ultimate SD Upscale → Easily double your resolution for sharper, crisper final images.
  • GGUF Version of WAN2.2 → Lightweight and optimized, so you can run it more efficiently.
  • Sage Attention 2 → Faster sampling, reduced memory load, and a huge speed boost.
  • Video Output up to 1440 × 960 → Smooth workflow for animation/video generation without needing a high-end GPU.

🖥️ Who is this for?

  • Creators working on 6GB VRAM cards who want professional-quality output.
  • Artists who want high-res stills + video without struggling with resource limits.
  • Anyone who values speed + stability without sacrificing detail.

📥 How to Get It

This workflow is now available for download here on Patreon! You’ll get the full setup, guide, and tips to get the most out of it.

💡 Pro tip: Use the 4-step LightX + Ultimate SD Upscale chain for the cleanest results when pushing resolutions higher.

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Primitive Nodes (47)

EmptyHunyuanLatentVideo (1)

GetNode (21)

Label (rgthree) (1)

LoaderGGUF (3)

ModelSamplingSD3 (2)

Note (5)

Power Lora Loader (rgthree) (2)

SetNode (12)

Custom Nodes (14)

ComfyUI

  • - CLIPTextEncode (2)

  • - KSamplerAdvanced (2)

  • - VAELoader (1)

  • - CLIPLoader (1)

  • - UpscaleModelLoader (1)

  • - VAEDecode (1)

ComfyUI Easy Use

  • - easy float (1)

  • - VHS_VideoCombine (3)

  • - UltimateSDUpscale (1)

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