Wan2.2 I2V Weak-ID
Your browser does not support the video tag.Prompt:
- High noise strength: 0.36 | Low: 0.75
(left input image) the young woman with red hair wearing a red high-collared lace-up top, stands in a dim room
Model description
Small hand-tuned LoRAs (3MB) that give basic edit control over a Wan2.2 I2V start image: how hard the reference locks the video versus how much the prompt can reshape the scene..
Higher LoRA strength = weaker identity and stronger prompt influence. (semi Bernini-R image-to-video edit)
Suggested strengths
| Stage | LoRA strength (sweet spot) | Effect |
|---|---|---|
| High noise | 0.25 – 0.36 | More prompt control over the scene (layout, environment, overall look) while still using the start image as a soft guide |
| Low noise only | tune as needed | Tends to shift facial identity while clothing and pose stay closer to the reference |
Useful when you want to borrow style and pose from a reference without fully locking the face—or when you’d rather not run a separate model just to invent a new start image.
LightX2V tips
- Scene changes via prompt with high noise active: prefer Bernini-R LightX2V LoRAs at 2-step (4Step is too strong for Wan2.2 I2V, skin burn, etc,.
- Facial identity tweaks, or low-noise-only runs: regular 4-step LightX2V, or Wan2.2 I2V 2Step (recommended for prompt testing and fast previews).
Download model
Download them in the Files & versions tab.