Chocolatier Tempering on Marble

Flux

Dark couverture being tempered on marble with an offset spatula, glossy ribbons, blank thermometer — Example image rendered by Promptkoi with FLUX.2 or GPT Image 2 as a preview of the composition.

Prompt

A chocolatier's marble slab mid-temper, a pool of dark couverture being spread and gathered with a large offset spatula, glossy ribbons of chocolate folding over themselves, cocoa butter bloom absent, a digital thermometer probe resting nearby with a blank screen, scrapes of set chocolate at the slab edge, cool overhead studio light with a soft fill from the left, no packaging text, no logos

Settings

Model: Flux Flux.1 dev
Aspect ratio: 4:5
Steps: 28
CFG scale: 3.5

By Varun Sharma Aug 1, 2026

Chocolatier Tempering on Marble is a Flux.1 dev prompt for a 4:5 pastry-kitchen process shot. Demanding glossy ribbons with no cocoa butter bloom is what signals correctly tempered chocolate rather than a melted mess.

Last updated: August 2026 · written for Flux Flux.1 dev

Part of the Flux prompt library · see more photorealistic prompts .

100% of our 571 tested Flux prompts run at guidance 3.5 — from the tested Promptkoi prompt library.

How to use this prompt

Melted chocolate and tempered chocolate look different, and the difference is gloss plus the absence of bloom. State both: glossy ribbons folding over themselves, cocoa butter bloom absent. A thermometer with a blank screen avoids invented digits — never ask for a readable temperature. Cool overhead light keeps the marble looking cold and the chocolate looking molten; warm light makes the slab look like a serving board. Ban packaging and logos; chocolate blocks in the background otherwise grow fake brand marks.

Variations to try

Milk chocolate temper with hazelnuts being folded in at the edge of the slab
Move to moulding: tempered chocolate poured into polycarbonate bar moulds, slab soft behind

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For developers — copy this prompt as JSON

{
  "title": "Chocolatier Tempering on Marble",
  "prompt": "A chocolatier's marble slab mid-temper, a pool of dark couverture being spread and gathered with a large offset spatula, glossy ribbons of chocolate folding over themselves, cocoa butter bloom absent, a digital thermometer probe resting nearby with a blank screen, scrapes of set chocolate at the slab edge, cool overhead studio light with a soft fill from the left, no packaging text, no logos",
  "model": "Flux",
  "model_version": "Flux.1 dev",
  "settings": {
    "aspect_ratio": "4:5",
    "steps": 28,
    "cfg": 3.5
  },
  "style_tags": [
    "photorealistic",
    "moody"
  ],
  "use_case_tags": [
    "product-photography",
    "pinterest-pins"
  ],
  "source_url": "https://promptkoi.com/prompts/flux/chocolatier-tempering-on-marble/"
}

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