Visual & Multimedia Creation · Public

InvokeAI

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

Best fitUsers who want source-backed project understanding before installing it.

Check whether this project matches your task before installing it.

What it can doPortable AI capability asset

Review the portable capability path.

Before continuingVerify in a sandbox

Do not treat a preview pack as a proven local install.

GitHub snapshot27k stars

2.9k forks · 387 contributors

Doramagic.ai Last verification date: 2026-07-24 Verification method: source evidence, semantic profile, public page gate, and static build acceptance.

Official first step Read manual preview Source repository

Publication status · 2026-07-24

What is InvokeAI?

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.
Best fit: Users who want source-backed project understanding before installing it.
Not for: Not for users who want to skip sandbox verification or cannot accept configuration, permission, or maintenance overhead.
Capability added to an AI workflow: Portable AI capability asset
First safe verification step: Verify the smallest path in an isolated environment and keep a rollback path.
Verification state: source, Quick Start, and sandbox install checks are recorded as passed.
Top risk: May increase setup, validation, or first-run risk for the user.
Evidence base: https://github.com/invoke-ai/InvokeAI, https://github.com/invoke-ai/InvokeAI#readme, Human Manual, Pitfall Log

Quick decision

Use this section to decide whether the project is worth a deeper read.

Best forUsers who want source-backed project understanding before installing it.

Match the project to your task before installing it.

CapabilityPortable AI capability asset

Repositoryinvoke-ai/InvokeAI

27k stars · 2.9k forks

What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.

Overview, Installation & System Requirements

Related topics: System Architecture: Backend, Frontend & API

Source: https://github.com/invoke-ai/InvokeAI / Human Manual

System Architecture: Backend, Frontend & API

Related topics: Overview, Installation & System Requirements, Supported Models & Generation Pipelines

Source: https://github.com/invoke-ai/InvokeAI / Human Manual

Supported Models & Generation Pipelines

Related topics: System Architecture: Backend, Frontend & API, Core Features: Unified Canvas, Workflows, Gallery & Multi-User

Source: https://github.com/invoke-ai/InvokeAI / Human Manual

Core Features: Unified Canvas, Workflows, Gallery & Multi-User

Related topics: System Architecture: Backend, Frontend & API, Supported Models & Generation Pipelines

Source: https://github.com/invoke-ai/InvokeAI / Human Manual

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

Sources: https://github.com/invoke-ai/InvokeAI, Human Manual, Project Pack evidence, and downstream validation signals.

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.

Stars27k stars

Forks2.9k forks

Contributors387 contributors

Licenseunknown

Community Discussion Evidence

12 source-linked items

Review these external discussions before using InvokeAI with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.

01
[enhancement]: Add real-time mode for SDXL-Turbo Model?
github / github_issue
02
Stable Fast Support
github / github_issue
03
[bug]: triton not found; flop counting will not work for triton kernels
github / github_issue
04
[enhancement]: File Browser in model manager
github / github_issue
05
[bug]: PatchMatch fails to load due to libtiff/libjpeg ABI mismatch (jpe
github / github_issue
06
[bug]: FP32 VAE decode may unexpectedly run on CPU with partial loading
github / github_issue
07
[bug]: Add support for ROCm version for gfx1151 (Rocm >= 6.4)
github / github_issue
08
[bug]: Z-Image Turbo Generation Does Not Work Without Internet Access
github / github_issue
09
[bug]: Inpainting mask ignored with SDXL model
github / github_issue
10
[bug]: Launcher crashes on startup with breakpoint exception (0x80000003
github / github_issue
11
[bug]: Move node's selected text hangs/crash the web interface UI
github / github_issue
12
Installation risk requires verification
GitHub / issue

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.

Try the prompt first

Test the workflow without installing the upstream project.

preview

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify

pip install InvokeAI

Official start command · https://github.com/invoke-ai/InvokeAI#readme · verified: yes

Human Manual

The English page must expose the real manual, not a short placeholder.

8+ sections · Human Manual

InvokeAI Manual

Open the full manual

https://github.com/invoke-ai/InvokeAI Project Manual
Table of Contents
Overview, Installation & System Requirements
Related Pages
What Is InvokeAI
Installation Methods
Invoke Launcher (recommended for most users)
Manual Install (Python / pip)

Overview, Installation & System Requirements

Related topics: System Architecture: Backend, Frontend & API

Source: https://github.com/invoke-ai/InvokeAI / Human Manual

System Architecture: Backend, Frontend & API

Related topics: Overview, Installation & System Requirements, Supported Models & Generation Pipelines

Source: https://github.com/invoke-ai/InvokeAI / Human Manual

Supported Models & Generation Pipelines

Related topics: System Architecture: Backend, Frontend & API, Core Features: Unified Canvas, Workflows, Gallery & Multi-User

Source: https://github.com/invoke-ai/InvokeAI / Human Manual

Core Features: Unified Canvas, Workflows, Gallery & Multi-User

Related topics: System Architecture: Backend, Frontend & API, Supported Models & Generation Pipelines

Source: https://github.com/invoke-ai/InvokeAI / Human Manual

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

AI Context Pack and portable assets

After deciding to continue, take the project context into your own AI host.

Complete pack plus user-owned assets

These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.

Download complete pack Read Human Manual

BundleComplete Project Pack AssetAI Context Pack AssetBoundary & Risk Card AssetHuman Manual AssetPitfall Log AssetPrompt Preview AssetQuick Start EvidenceREPO_INSPECTION.json

Preflight checks

Treat this page as a planning asset, not proof that your local environment is ready.

The manual is generated from source-linked project files and Doramagic validation signals.
Community evidence warnings stay visible instead of being converted into marketing claims.
This English page is indexable because the locale quality gate passed and explicit English index approval is enabled.
Use the upstream repository as the final authority for installation commands, license, and version-specific behavior.

Pitfall Log and verification risks

Doramagic surfaces high-risk items before users treat a candidate capability as verified.

high

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

high

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

high

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

high

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

high

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

high

Security or permission risk requires verification

Developers may expose sensitive permissions or credentials: [bug]: PatchMatch fails to load due to libtiff/libjpeg ABI mismatch (jpeg12_* unresolved at runtime)

high

Security or permission risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Installation risk requires verification

Upgrade or migration may change expected behavior: InvokeAI 6.13.0