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logos011/Wan 2.2 GGUF Workflow I2V with Upscale

This workflow is my take on organizing and building an I2V model running against a "smaller" graphics card (specifically 12 GB). I use Q5 GGUF models, though I have also tested against smaller Q4 and Q3 - each having a slight decrease to prompt adherence and quality, but still usable. This includes using the lightspeed lora and notes on where all models / loras can be downloaded from. I suggest if you have limited RAM or VRAM, to run ComfyUI with the parameter: --cache-none While this will mean multiple batches against the same video will be slower, you get a much more consistent overall gener

Author / organizationlogos011
Downloads4.5K (as reported by Civitai)
Likes92
Tasktext-to-image
Created8 December 2025
Last updated at source—
text-to-imageworkflowswan video 2.2 i2v-a14btoolwan2.2i2v
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