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Wan2.2 I2V A14B GGUF

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5.2k

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Updated: Aug 13, 2025

base model

Type

Checkpoint Trained

Stats

3,491

0

Reviews

Published

Jul 29, 2025

Base Model

Wan Video 2.2 I2V-A14B

Hash

AutoV2
619A66032C

License:

This GGUF file is a direct conversion of Wan-AI/Wan2.2-I2V-A14B / https://huggingface.co/bullerwins/Wan2.2-I2V-A14B-GGUF/tree/main

Consider using this with the Lightning-LoRAs for speed up (just read the description carefully!)

General usage (SwarmUI):

  • There's a 14B I2V (Image To Video), in a high+low noise pair

    • You're expected to run the high noise as a base and the low noise as a refiner

      • In the Image To Video params:

        • Set the regular Video Model to the high noise model,

        • and set the advanced Video Swap Model to the low noise model,

        • and leave Video Swap Percent at 0.5

    • Reference CFG range is 3.5

    • This also supports the Video End Frame input to create a video that moves between two known places

  • For both 14B types:

    • FPS is 16, but loras or even parameter adjustments can change it to a more normal-looking 24.

      • Swarm will default to 24, but if your videos "feel sped up", change the FPS parameter to 16.

    • Sigma shift may be worth experimenting with. The default is 8, but a wide range of values are functional.

      • Some users recommend 5 for I2V

Added some basic Workflow (ComfyUI) and a Preset (SwarmUI): https://civitai.com/models/1823089?modelVersionId=2063163