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Wan 2.2 - Text 2 Video - with Lightning (HI/LOW) & GGUF

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Published

Aug 6, 2025

Base Model

Wan Video 14B t2v

Hash

AutoV2
FCC0A279CD

Text 2 Video using Wan 2.2

Updated to use Lightning LORA and few other enhancements.

Lightning does a good job of speeding up renders.

https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Wan22-Lightning

Aesthetic improvements with Wan 2.2

Wan2 AI: Next-Gen Image & Video Generation Tool - Wan 2.2 AI

For those experiencing slowness. Try downloading the Q2 GGUF.

Also, you might want to install "Crystools" monitor, this will show you your VRAM usage. You can find this in Comfy manager. Try to keep VRAM usage below 95% so things run smoothly. If you are running at 99%, things usually go bad.

High Noise (select the appropriate sized gguf for your vram)

https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF/tree/main/HighNoise

Low Noise

https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF/tree/main/LowNoise

Light2xV Lora

https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v

VAE

https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF/tree/main/VAE