YOUR IDEAS. YOUR HARDWARE.

Big imagination.
Your own little
image studio.

A free local AI image generator for Windows. Pick a style, describe what you see, and make it on your PC—with no accounts or image credits.

App-only installer · Engine and model downloaded later
v0.6.1 · NVIDIA GPU required · Unsigned early access

Sculptural cobalt and cream vase with a white calla lily, generated locally in Simple Diffusion01 / PHOTOGRAPHY
Made locally. Kept privately.
Locally generated sculptural 3D studyAnother point of view.
LOCAL GENERATIONNO IMAGE CREDITSNO ACCOUNT REQUIREDOFFLINE AFTER SETUP
A CALMER WAY TO CREATE

Less setup.
More “what if?”

A proper desktop workspace, from your first idea to the final export. Install the small app first. When you are ready, setup downloads the NVIDIA engine and SDXL model separately, then image creation runs locally.

Simple Diffusion 0.5 Midnight interface showing a locally generated alpine cabin, prompt controls, style selection and export tools
Actual Windows app · Actual locally generated result · RTX 4080 test machine
01

Start with a look.

Photography, illustration and sculptural 3D come included. Curated recipes give your description a starting direction.

02

Keep exploring.

Bring a reference image, make a variation, or paint the part you want to change. Preserve the area outside your painted selection at the chosen output size.

03

Make it yours.

Projects, a searchable local gallery, reusable seeds and PNG/JPEG export keep your ideas organized on your computer.

NEW IN 0.6.1

A smaller start.
Your engine, later.

The Windows installer is now just 169 MB. Open the app and explore before downloading the NVIDIA engine (~2.75 GB) and SDXL model (~6.9 GB). Setup shows the sizes, verifies downloads and supports pause/resume. Your installed engine stays in place across ordinary app updates.

Read the release notes →
Simple Diffusion in the alternative Paper appearance
Two appearances. One local workspace.
FIVE COLLECTIONS / THIRTEEN RECIPES

One idea.
Different points of view.

Explore the collection lineup below. Starter styles and Warm Light are free. Additional collections are in test checkout only; live purchasing is disabled. These are style recipes, not extra AI models.

Locally generated The Starter Collection example
3 styles · Included

The Starter Collection

Photography, Illustration and Stylized 3D. Three everyday starting points.

Locally generated Warm Light example
1 style · Free optional pack

Warm Light

Warm editorial photography with a softer, golden-hour feel.

Locally generated Studio Light example
3 styles · $5 one-time TEST price

Studio Light

Softbox Studio, Direct Flash and Low Key. Shape your scene with light.

Locally generated Object Studies example
3 styles · $5 one-time TEST price

Object Studies

Soft Neutral, Color Block and Glass & Glow. A closer look at form and material.

Locally generated Paper Worlds example
3 styles · $5 one-time TEST price

Paper Worlds

Layered Paper, Linocut Print and Folded Worlds. Tactile illustration recipes.

All collection examples were generated locally with the corresponding recipes. Results vary with prompt and seed. Test prices do not represent live sales.

BUILT FOR YOUR DESKTOP

Good things need
a little room.

Windows x64Windows 10 / 11 target
NVIDIA · 8 GB+Minimum graphics memory
16 GB RAMMinimum system memory
Separate modelAbout 6.9 GB download

Verified on Windows 11 with an RTX 4080 (16 GB VRAM). Physical 8/12 GB cards and fresh Windows installations still need wider testing. Driver 560.94+ required. Allow at least 20 GB free for setup, extraction and the model; images need additional space.

Installation guide & full requirements →
BEFORE YOU DOWNLOAD

A few things
worth knowing.

Is Simple Diffusion free?

Basic local image generation and the three starter styles are free, with no image credits or account requirement. Warm Light is a free optional recipe pack. Three additional collections currently have $5 one-time TEST checkout pages; live sales are disabled.

Does it work offline?

Generation works offline after the separate model download and setup. Model setup needs internet access. Opening GitHub release pages or the optional test checkout opens an external website.

Which graphics cards are supported?

This release requires an NVIDIA GPU with at least 8 GB VRAM, driver 560.94 or newer, and 16 GB system RAM. It has been tested on an RTX 4080 with 16 GB VRAM. Physical 8 GB and 12 GB cards still need validation. AMD, Intel, CPU-only and macOS generation are not supported in this release.

Is this an open-source application?

No. This repository contains public product information and release downloads. Application source is maintained privately. Third-party components retain their own licenses.

Does it upload my prompts or images?

Inspect the expected network activity and verification limitations. The app generates locally, has no telemetry and sends no prompts or images to an image-generation service. Its gallery, projects, references and draft recovery are stored on your PC. External GitHub and Lemon Squeezy pages have their own privacy policies.

How is it different from Fooocus?

Simple Diffusion focuses on a Windows desktop workflow: an installer, curated recipe styles, projects, a local gallery and guided editing. No head-to-head quality, speed or memory superiority has been established.

Does the 169 MB installer include everything?

The installer contains the app. First-time setup downloads another 9.69 GB for the NVIDIA engine and SDXL model (about 9.86 GB including the app). Allow at least 20 GB free plus image storage. No companion installer files are required. Review the sizes and model license in setup before starting.

Are updates automatic?

The app contains an updater designed to verify a signed release manifest and a Windows-signed installer. Live update checks and installation are disabled in this unsigned early-access build. Use the official release page for manual downloads.

Your next idea
starts here.

View the official prerelease ↗

Free basic generation. Your hardware, your workspace.