Sharp photo fixes with faithful tone and perfect detail control.
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
With the FireRed edit workflow, you can refine, restore, and restyle photos while keeping perfect visual consistency. It’s built for accurate, instruction-following edits—from object tweaks to realistic restoration. You can keep your image’s creative essence while making targeted changes. Great for creators needing reliable open-source editing power. Perfect for tasks like virtual try-on or subtle visual adjustments. It helps you achieve professional-grade results without losing quality.
Important nodes:
Key nodes in ComfyUI FireRed Image Edit workflow
Any Switch (rgthree) (#91)
Routes the graph through either the BF16 FireRed Image Edit UNet or the GGUF variant without changing downstream wiring. Use it to A/B quality and speed or to route CPU and GPU workers through the same graph. Project link: rgthree/rgthree-comfy
LoraLoaderModelOnly (#74)
Applies the Qwen-Image-Edit-2511-Lightning LoRA on top of the selected FireRed Image Edit model. Increase strength when you want snappier previews at lower steps, and reduce it if you notice over-assertive changes. Keep it enabled for ideation, then disable or soften for final, highest-fidelity renders. Model link: lightx2v/Qwen-Image-Edit-2511-Lightning
TextEncodeQwenImageEditPlus (Positive) (#68)
Transforms your instruction into conditioning while ingesting up to three reference images. Write direct, unambiguous commands and explicitly reference image numbers for compositing, attribute transfer, or layout constraints. The more specific your nouns and verbs, the more reliably FireRed Image Edit follows them.
TextEncodeQwenImageEditPlus (Negative) (#69)
Lets you forbid artifacts, off-styles, or changes you do not want. Use it to preserve typography, brand colors, or identity even when the main instruction pushes a strong transformation. Combine with clear positives to balance creativity and preservation.
EmptySD3LatentImage (#116)
Creates a latent canvas at your chosen resolution. Match image 1’s size for faithful composites or set a custom resolution for outputs destined for print or specific aspect ratios. Consider modest upscales after the edit rather than editing at extremely high resolutions.
KSampler (#65)
Drives the denoising process that realizes your instruction. Adjust steps, scheduler, and seed to balance speed and fidelity. With the Lightning LoRA enabled, fewer steps often suffice for strong previews, while the BF16 path with more conservative settings is ideal for finals. Core node reference: ComfyUI
Notes
FireRed Image Edit in ComfyUI | High-Fidelity Photo Editing Workflow — see RunComfy page for the latest node requirements.