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Wan 2.2 Image to Video GGUF 14B Lightning

4

197

4

Type

Workflows

Stats

197

0

Reviews

Published

Aug 19, 2025

Base Model

Wan Video 14B i2v 480p

Hash

AutoV2
A680672527
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Arunderan's Avatar

Arunderan

Howto

Drag an initial image into the image node, adjust the prompt, and press queue. The rest should fit.

Description

A Wan 2.2 GGUF Image to Video workflow with the new Lightning Lora to speed up the generation time

Note that upscaling still better happens in an extra step. You can find example upscaling workflows in my article about video upscaling in comfyui: https://www.tomgoodnoise.de/index.php/video-upscaling-in-comfyui/

This workflow comes in two versions. One with all nodes expanded. This one is a good start to download and install all the models and loras. And one that uses the new subgraph feature to make the workflow super compact by hiding away everything not needed.

Time

The example video in 1024 x 576 pixels  with the 14b GGUF models and the Lightning Lora took 8 minutes. 

Requirements

This workflow was generated with 16 gb vram. Minimum requirement is 12 gb vram. And you should not have fewer than 32 gb system ram.