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Generate High Quality Video Using 6 Steps With Wan2.1 FusionX Model

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Description

this workflow allows you to use  WAN2.1 FusionX model,  for video generation and editing. This tutorial will focus on the low VRAM GGUF version, demonstrating how to install and use it with ease, especially for those using comfyui. We'll explore generating video from image, text, and even ai video editing.

What's New in This Workflow?

WAN2.1 Fusion – Efficient and expressive model optimized for:

  • Low steps (6–9)
  • Low CFG (1)
  • Fast results even on low VRAM
  • Perfect for stylized or photorealistic animations

VACE Fusion – Advanced video editing model that:

  • Refines motion smoothness
  • Stabilizes frames
  • Keeps details intact even with complex movement

Video tutorial link

https://youtu.be/k6nkUMpanNU

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  • - latest (3 months ago)

Primitive Nodes (43)

DownloadAndLoadFlorence2Model (1)

Florence2Run (1)

GetNode (19)

JWInteger (3)

Label (rgthree) (1)

LoaderGGUF (1)

Note (2)

SetNode (14)

WanImageToVideo (1)

Custom Nodes (27)

Comfyroll Studio

  • - CR Text Replace (1)

ComfyUI

  • - VAELoader (1)

  • - CLIPTextEncode (2)

  • - ImageScale (2)

  • - LoadImage (1)

  • - CLIPLoader (1)

  • - KSampler (1)

  • - CLIPVisionEncode (1)

  • - ImageUpscaleWithModel (1)

  • - VAEDecode (1)

  • - ImageScaleBy (1)

  • - SaveAnimatedWEBP (1)

  • - CLIPVisionLoader (1)

  • - UpscaleModelLoader (1)

  • - easy cleanGpuUsed (2)

  • - ImageFromBatch+ (1)

  • - GetImageSize+ (1)

  • - SimpleMath+ (2)

  • - ImageListToImageBatch (1)

  • - LayerUtility: PurgeVRAM (1)

  • - Int (1)

  • - VHS_VideoCombine (1)

  • - StringFunction|pysssss (1)

Checkpoints (0)

LoRAs (0)