This workflow is configured so that you can use it like a normal I2V workflow, indicated by red nodes. Additional features are indicated with cyan nodes.
I also added notes everywhere to explain everything. I always dislike big workflows where I don't know where to even look and tweak or not, so I tried to make it intuitive with the coloring and explaining it all.
The highlights of this workflow that make it different from the standard Wan 2.2 I2V workflow are these:
- Ability to crop images easily in here and stitch 2 images together easily in case you need that
- By default: Uses "Pulse of Motion" to automatically determine the best framerate for a natural real time video speed. You can override it if it doesn't work well for a video. The workflow also interpolates the video at that speed.
- Audio Generation using PrismAudio. Uses the video prompt by default, but I recommend overriding it with a custom prompt for the audio as described in the note by the node.
- Lora optimizer node. If you have multiple loras, this node optimizes them to work well together. More on that in the notes in the subgraph. Turned off by default.
- Cfg-ctrl node. This improves prompt adherence when you use cfg. Turned off by default. You shouldn't use the lightx2v on the high noise when activating this.
I'm thinking of including SVG and NAG in the next version as well. Let me know if you want that. Maybe I will just do NAG because I don't really know how to integrate SVG without making it a completely separate section, in which case I might as well just make a different workflow.