Work 04Generative AI, SDXL with a LoRA adapter

Lustre

A generative jewelry design studio: pick a cut, stone, metal and setting and see the rendered ring in seconds.

Role
Site build and deployment.
Lustre on a laptop: the ring studio
  • 1,267Curated training images
  • 54Attribute classes
  • 30Inference steps at guidance 7.5

The method

The training images were made for the project rather than scraped. Every cut, stone, metal and setting was rendered under the same studio conditions, deduplicated and checked, then used to fine-tune SDXL 1.0 with a LoRA adapter, so the model keeps one house style across every combination.

The inference

Each concept is produced in 30 steps at guidance 7.5, with negative prompts holding the composition to a single ring on a clean studio background. Every image is a generated design concept; none of them are photos of real pieces.

My part

I built and deployed the site: the studio where you design the ring, and the method page that explains how it was made, in English and Arabic.

Stack

Field
Generative AI, SDXL with a LoRA adapter
Stack
  • Generative AI
  • SDXL
  • LoRA
  • Bilingual EN/AR
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