ICEdit ComfyUI Workflow | Efficient AI Image Editing with Nunchaku

ICEdit+Nunchaku: A solution for ultra-fast, precise AI image editing.

Who it's for: creators who want this pipeline in ComfyUI without assembling nodes from scratch. Not for: one-click results with zero tuning — you still choose inputs, prompts, and settings.

Open preloaded workflow on RunComfy

Open preloaded workflow on RunComfy (browser)

Why RunComfy first
- Fewer missing-node surprises — run the graph in a managed environment before you mirror it locally.
- Quick GPU tryout — useful if your local VRAM or install time is the bottleneck.
- Matches the published JSON — the zip follows the same runnable workflow you can open on RunComfy.

When downloading for local ComfyUI makes sense — you want full control over models on disk, batch scripting, or offline runs.

How to use (local ComfyUI)
1. Load inputs (images/video/audio) in the marked loader nodes.
2. Set prompts, resolution, and seeds; start with a short test run.
3. Export from the Save / Write nodes shown in the graph.

Expectations — First run may pull large weights; cloud runs may require a free RunComfy account.

Overview

Updated 6/16/2025: ComfyUI version updated to v0.3.40 for improved stability and compatibility. This ComfyUI workflow integrates ICEdit, a game-changing image editing framework that offers precise text-based editing with just 0.5% of typical training data. Paired with Nunchaku, it delivers ultra-fast performance even on 4GB VRAM systems. The workflow uses a specially adapted version of ICEdit-MoE-LoRA where expert layers were weight-averaged for compatibility. Easily modify clothing, hair colors, add objects, transform backgrounds, or apply artistic styles with simple text instructions.

Important nodes: