Geometric Abstract Wall Art
Stable DiffusionGeometric Abstract Wall Art is a tested Stable Diffusion SDXL 1.0 prompt for wall art work. It runs at Stable Diffusion SDXL 1.0 · Aspect ratio 2:3 · Steps 30 · CFG scale 6 · Sampler DPM++ 2M Karras, and ships below with the exact prompt text, usage notes, and 2 pasteable variations.
Last tested: July 2026 with Stable Diffusion SDXL 1.0
Part of the Stable Diffusion prompt library.
Prompt
A geometric abstract wall art piece, large overlapping organic shapes in terracotta, sand, olive, and cream, balanced mid-century modern composition, flat 2D, no text, no gradients, printable gallery print
Negative prompt
text, watermark, gradient, 3d render, photographic, neon, ornate, low resolution
Settings
- Model
- Stable Diffusion SDXL 1.0
- Aspect ratio
- 2:3
- Steps
- 30
- CFG scale
- 6
- Sampler
- DPM++ 2M Karras
How to use this prompt
Mid-century abstract prints rely on earthy palettes and bold but balanced shapes. Terracotta and olive are the anchors; too many bright colors shift the style toward pop art. The shapes should overlap with clear edges so the composition has depth without gradients. A 2:3 vertical format is ideal for gallery walls above sofas or consoles.
Variations to try
- Cool palette — sage, navy, and soft grey shapes for a calming bedroom print
- Circular focus — one dominant circle with radiating smaller forms for a bolder statement piece
What to do next
Adapt it →
Open this prompt in the Stable Diffusion builder, pre-filled, and change one layer at a time.
Explore more →
Browse the full Stable Diffusion prompt library — every entry tested with its settings.
For developers — copy this prompt as JSON
{
"title": "Geometric Abstract Wall Art",
"prompt": "A geometric abstract wall art piece, large overlapping organic shapes in terracotta, sand, olive, and cream, balanced mid-century modern composition, flat 2D, no text, no gradients, printable gallery print",
"negative_prompt": "text, watermark, gradient, 3d render, photographic, neon, ornate, low resolution",
"model": "Stable Diffusion",
"model_version": "SDXL 1.0",
"settings": {
"aspect_ratio": "2:3",
"steps": 30,
"cfg": 6,
"sampler": "DPM++ 2M Karras"
},
"style_tags": [
"geometric",
"mid-century-modern"
],
"use_case_tags": [
"wall-art",
"printables"
],
"source_url": "https://promptkoi.com/prompts/stable-diffusion/geometric-abstract-wall-art/"
}The whole library is available as an open JSON dataset · developer docs.
