TheLocalLab/WAN 2.2 SVI Long Form Video Image to Video Diffusion/GGUF Workflow w/ Upscaling
Break the 5-second limit. This custom workflow unlocks the full potential of WAN 2.2 by integrating Stable Video Infinity (SVI) LoRAs with LightX2V lightning models. Instead of short, disconnected clips, this setup allows you to daisy-chain segments together to create long-form, seamless videos that maintain character identity and lighting consistency. I've also optimized it for speed and lower VRAM usage by incorporating GGUF support and a 4-8 step generation process. ✨ Key Features ♾️ Infinite Length: Uses SVI LoRAs to condition new clips on the previous frames, creating seamless transitions
| Author / organization | TheLocalLab |
|---|---|
| Downloads | 3.6K (as reported by Civitai) |
| Likes | 53 |
| Task | text-to-image |
| Created | 24 February 2026 |
| Last updated at source | — |
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