Ink Sketch LoRA for Wan 2.2

This LoRA is designed to create black-and-white ink sketch imagery using Wan 2.2.
The base model naturally leans toward realism, even when prompted for stylized results — this LoRA helps enforce a consistent hand-drawn ink aesthetic, giving your generations a distinctive sketchbook quality.

Although no specific trigger words were used during training, the best results can be achieved by directing the model with a clear prompt structure.
From testing, starting your prompt with:

“A black-and-white ink sketch of…”

and ending it with either:

“…on white paper texture background.”
or “white background.”

helps the model consistently produce the intended look.
You can vary wording slightly; the concept will still hold strong.

Example Prompts

1. A black-and-white ink sketch of a wandering knight crossing an ancient stone bridge under swirling clouds, on white paper texture background.

2. A black-and-white ink sketch of a mysterious forest with glowing runes carved into twisted trees, white background.

3. A black-and-white ink sketch of a lone samurai facing a colossal dragon coiled above a ruined temple, on white paper texture background.

If you create something you like, please share your results! I’d love to see how this style looks in different hands and prompts — it helps refine and inspire future updates.