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Elegant Birthday Cake Celebration

Stable Diffusion
Elegant layered birthday cake with buttercream swirls, lit candles, confetti, and pastel balloons
Example image rendered by Promptkoi with FLUX.2 or GPT Image 2 as a preview of the composition — not a Stable Diffusion output; expect the same subject and layout in Stable Diffusion's own style.
Commercial use included

Prompt 

An elegant birthday cake celebration, tall layered cake with soft buttercream swirls, lit candles, confetti, pastel balloons in the background, clean white cake stand, no text, no letters, festive party photography

Negative prompt 

text, letters, words, writing, blurry cake, dark shadows, melted candles, watermark

Settings

Model
Stable Diffusion SDXL 1.0
Aspect ratio
4:5
Steps
30
CFG scale
6
Sampler
DPM++ 2M Karras
By Varun Sharma

Elegant Birthday Cake Celebration is a Stable Diffusion SDXL 1.0 prompt for invitations work. It runs at Stable Diffusion SDXL 1.0 · Aspect ratio 4:5 · 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 minimalist 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

Birthday cake photos need the candles lit; without flame the scene looks like a bakery display. Soft buttercream swirls read homemade and elegant. The background balloons add color but must be out of focus so they do not steal focus from the cake. No letters or text — invented writing garbles easily.

Variations to try

  • Minimal cake — single-tier white cake with one candle for adults
  • Kids party — bright sprinkles and animal toppers for a children card
minimalist invitations

Explore collections

Minimalist Stable Diffusion Prompts Minimalist Invitations 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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For developers — copy this prompt as JSON 
{
  "title": "Elegant Birthday Cake Celebration",
  "prompt": "An elegant birthday cake celebration, tall layered cake with soft buttercream swirls, lit candles, confetti, pastel balloons in the background, clean white cake stand, no text, no letters, festive party photography",
  "negative_prompt": "text, letters, words, writing, blurry cake, dark shadows, melted candles, watermark",
  "model": "Stable Diffusion",
  "model_version": "SDXL 1.0",
  "settings": {
    "aspect_ratio": "4:5",
    "steps": 30,
    "cfg": 6,
    "sampler": "DPM++ 2M Karras"
  },
  "style_tags": [
    "minimalist"
  ],
  "use_case_tags": [
    "invitations"
  ],
  "source_url": "https://promptkoi.com/prompts/stable-diffusion/elegant-birthday-cake-celebration/"
}

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

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