Product Studio Lighting

Clean e-commerce product light — soft boxes, seamless sweep, controlled reflections and crisp white balance.

Product Studio Lighting is the workhorse for catalogue imagery: even soft-box illumination, a seamless white or subtly-gradient sweep, controlled reflections and gentle contact shadows. It's the rare adapter tuned toward neutrality — accurate colour and clean edges rather than a stylised grade — so products photograph the way a listing needs.

This is a LoRA adapter, not a standalone model. Load it on top of a compatible wan 2.2 base checkpoint — it will not generate on its own.

LoRA details

Uses

Direct use. E-commerce and catalogue product shots, packaging mockups, hero images for landing pages.

Out of scope. Moody or stylised scenes — this adapter actively resists colour casts and drama.

How to use

Load the adapter over your wan 2.2 checkpoint, then trigger with: product studio, studio_clean

studio_clean, product studio, a matte ceramic mug on a seamless white sweep, soft box lighting, soft contact shadow, neutral white balance, crisp edges

Recommended LoRA weight 0.7. 0.7 keeps colour accurate; going higher tends to blow out highlights on glossy products.

• Works well for — catalogue and e-commerce stills; packaging and cosmetics mockups; clean landing-page heroes.
• Not suitable for — atmospheric or lifestyle scenes; coloured or dramatic lighting.

Samples

Training details

180 owned studio product shots across matte, gloss and transparent materials, lit on a real cyclorama and colour-checked against a reference chart.

Procedure. Trained as a low-rank adapter over wan 2.2 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

• Reflective and transparent products (glass, chrome) still need prompt help to avoid artefacts.
• Text and logos on packaging render as gibberish.
• Very complex products lose small mechanical details.

License & provenance

Trained on the creator's own colour-checked studio photography. Purchasing the commercial offer ($129.00) 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{nova-labs_0000000d,
  title  = {Product Studio Lighting},
  author = {Nova Labs (@nova-labs)},
  year   = {2026},
  note   = {TensorForge marketplace LoRA, LST-0000000D-0000-4000-8000-00000000000D}
}