Best LLaDA-Image Prompts

“Best prompts” here means repeatable structures, not a forged leaderboard. Use these patterns inside the independent prompts page and generator.

Independence: Examples are for this third-party workspace. Official sampling tips live on GitHub and Hugging Face. Paper: arXiv:2609.03796.

Pattern A — Photoreal product

Photoreal [product] on [surface], soft window light from the left,
subtle reflection, shallow depth of field, 50mm look,
clean commercial photography, no watermark

Pattern B — Bilingual poster

Minimal poster design, bold headline "[ENGLISH HEADLINE]",
Chinese subhead "[中文副标题]", high contrast typography,
generous margins, matte paper texture, centered layout

Quote the exact strings you need rendered. Paraphrasing text usually hurts letterforms.

Pattern C — Environment storytelling

Cinematic wide shot of [place] at [time of day], volumetric light,
natural color grade, detailed midground subject, quiet atmosphere,
no logos, no watermark

Pattern D — Instruction edit

Keep the same [subject] and framing. Change only [one attribute]
to [target]. Preserve identity, materials, and readable text.

Editor tutorial: LLaDA-Image editing tutorial.

Turbo tip

Run the same prompt on Turbo for exploration, then Base for the keeper. Do not spam the keyword “LLaDA-Image” inside the prompt — the model switcher already selects the stack.

Hygiene checklist

• One primary subject.
• Explicit lighting.
• Exact quoted poster text.
• One change per edit.
• Log winners for your brand kit.

CTA

Test prompts online · Prompt landing page · Pricing