rzgar/Wan2.2-I2V-Weak-ID

Wan2.2 I2V Weak-ID

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

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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)

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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.

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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).

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Download model

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