Soft Abstract Ocean Waves

Stable Diffusion

Prompt

A soft abstract ocean waves, layered horizontal strokes of deep blue, seafoam green, and warm sand suggesting rolling waves, calm modern wall art, no text, no photographic details

Negative prompt

text, photographic details, beach, boats, sun, neon colors, busy patterns, watermark

Settings

Model: Stable Diffusion SDXL 1.0
Aspect ratio: 2:3
Steps: 30
CFG scale: 6
Sampler: DPM++ 2M Karras

By Varun Sharma Jul 26, 2026

Soft Abstract Ocean Waves is a 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 updated: July 2026 · written for Stable Diffusion SDXL 1.0

Part of the Stable Diffusion prompt library · see more abstract prompts .

Remix in builder

100% of our 527 tested Stable Diffusion prompts ship a negative prompt — from the tested Promptkoi prompt library.

How to use this prompt

Abstract ocean pieces rely on horizontal movement. Layered strokes of blue, white, and sand suggest waves without painting a literal beach. The 2:3 frame lets the waves drift vertically. Keep the palette limited to three colors; too many hues turn it into a generic seascape. Blended edges matter more than detail. A single foam line gives rhythm without breaking the abstraction.

Variations to try

Storm waves — dark grey and white strokes for a powerful bedroom piece
Tropical waves — turquoise and coral for a coastal room

abstract minimalist wall art childrens book

Explore collections

Minimalist Wall Art Prompts Minimalist Stable Diffusion Prompts Abstract Wall Art Prompts Abstract Stable Diffusion Prompts

What to do next

Adapt it →

Open this prompt in the Stable Diffusion builder, pre-filled, and change one layer at a time.

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Browse the full Stable Diffusion prompt library — every entry published with its settings.

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For developers — copy this prompt as JSON

{
  "title": "Soft Abstract Ocean Waves",
  "prompt": "A soft abstract ocean waves, layered horizontal strokes of deep blue, seafoam green, and warm sand suggesting rolling waves, calm modern wall art, no text, no photographic details",
  "negative_prompt": "text, photographic details, beach, boats, sun, neon colors, busy patterns, watermark",
  "model": "Stable Diffusion",
  "model_version": "SDXL 1.0",
  "settings": {
    "aspect_ratio": "2:3",
    "steps": 30,
    "cfg": 6,
    "sampler": "DPM++ 2M Karras"
  },
  "style_tags": [
    "abstract",
    "minimalist"
  ],
  "use_case_tags": [
    "wall-art",
    "childrens-book"
  ],
  "source_url": "https://promptkoi.com/prompts/stable-diffusion/soft-abstract-ocean-waves/"
}

The whole library is available as an open JSON dataset · developer docs.