This workflow focused on ease of use and powerful features for creating segmented videos.
Features:
Create unlimited videos beyond Wan 2.2 capabilities, thanks to SVI 2.0 pro
Save/load generated videos in raw format to continue further generation. Start from where you're ended, or even use different base model for the rest of the video. No quality degradation. Presumably saves RAM on very long videos
Add individual LoRa for each new video segment
Chose different reference images for each video segment. It can introduce model to hidden assets/characters, that aren't visible on the start image. No LoRa required!
Precisely control every video segment: prompt, length, seed. Check for perfect stitch with previous generation only, no need to search through entire video
Upscale and interpolate final result
Based on kijai's SVI 2.0 workflow:
https://github.com/user-attachments/files/24359648/wan22_SVI_Pro_native_example_KJ.json
New custom nodes were made for saving latents of a video (Save Wan Video Latent) and loading from "output" folder (Load Wan Video Latent).
If you can't install them with comfy manager, you can get them manually:
https://github.com/heresyCoder/ComfyUI-WanVideo-LatentIO
Version 2.0
New features:
Refined design. Much less visual clutter
Now saving the last image of a section. For better navigation between outputs
Greatly reduced excessive video encoding for unchanged segments
Added fast action buttons for easier activation/deactivation of groups
Others:
Fixed flow order: previews now showing immediately after generation
Frieren with a mimic example was made using multiple input images. You can find them in the image gallery of v2.0