LoRA

kumo-studio/blueprint-schematic

blueprintschematictechnicallinework271 licensed24updated 10d ago

About this adapter

README.md · uploaded by seller

Blueprint Schematic

Blueprint Schematic cover

Technical blueprint linework — white lines on cyan, dimension callouts and orthographic precision.

Blueprint Schematic renders subjects as engineering drawings: crisp white or pale linework on the classic cyanotype-blue ground, with dimension lines, section callouts, hatching and a title-block feel. It's a linework/technical adapter — great for turning an object or building into a convincing (if decorative) plan.

This is a LoRA adapter, not a standalone model. Load it on top of a compatible wan 2.1 base checkpoint — it will not generate on its own.

LoRA details

Developed by@kumo-studio
Adapter typeStyle LoRA
Base modelwan 2.1
Ranks shipped32 and 64
Precisionfp16
Weightsfull_r64.safetensors — 281 MB
Free samplepreview_r16.safetensors — 92 MB, no purchase needed
LicensePersonal ($43.00) · Commercial ($99.00)
Categorystyle

Uses

Direct use. Technical-style illustration, patent-drawing aesthetics, packaging and editorial graphics that want an engineered look.

Out of scope. Photoreal or painterly work — output is line art, not rendered surfaces.

How to use

Load the adapter over your wan 2.1 checkpoint, then trigger with: blueprint, schematic

blueprint, schematic, exploded view of a vintage camera, white linework on cyan, dimension callouts, orthographic projection, title block

Recommended LoRA weight 0.75. 0.75 keeps lines clean and the ground even; too high and the blue floods over the linework.

  • Works well for — exploded-view and cutaway illustrations; patent- and manual-style graphics; decorative technical backgrounds.
  • Not suitable for — realistic rendering; colour-rich compositions.

Samples

Exploded viewSection drawing
Exploded viewSection drawing

Motion sample

Blueprint Schematic — motion demo

A short clip rendered with this listing — click to play the HLS stream.

Training details

150 out-of-copyright technical drawings and original vector schematics drawn by the creator, rasterised at consistent line weights.

Procedure. Trained as a low-rank adapter over wan 2.1 at ranks 32 and 64, fp16, batch size 4, cosine LR with a short warmup. Captions were written by hand so the trigger words map cleanly onto the intended look.

Bias, risks and limitations

  • Callout text is decorative and not real measurements — never treat the numbers as accurate.
  • Complex machines produce plausible-looking but non-functional linkages.
  • Occasionally mixes projection angles within one drawing.

License & provenance

Trained on public-domain drawings and the creator's own vector schematics. Purchasing the commercial offer ($99.00) grants a commercial redistribution license for outputs; the personal offer ($43.00) is for non-commercial use. The adapter weights may not be resold or re-uploaded.

Citation

@misc{kumo-studio_00000008,
  title  = {Blueprint Schematic},
  author = {Kumo Studio (@kumo-studio)},
  year   = {2026},
  note   = {TensorForge marketplace LoRA, LST-00000008-0000-4000-8000-000000000008}
}

Version history

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