Zoom Out LoRA enlarges images seamlessly with natural continuation.

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

This workflow lets you effortlessly expand photos while keeping the subject intact. By rescaling and sampling, it creates wider compositions with smooth edges and matched lighting. You can enlarge frames for thumbnails, portraits, or product shots without distortion. The system balances preservation and natural continuation with guidance controls. It is designed for quick setup, high fidelity results, and scene consistency. Ideal if you want reliable zoomed-out visuals that look clean, cinematic, and natural.

Important nodes:

Key nodes in Comfyui Flux Kontext Zoom Out LoRA workflow

FluxKontextImageScale (#42)

Prepares the input by scaling and framing for context-aware outpainting. Use it as the only place to change how much canvas you want to add. If you need more breathing room, increase the scale-out amount; if edges look too new, reduce it to keep more of the original pixels.

LoraLoaderModelOnly (#191)

Loads and applies kontext/zoomout-fal-v1.safetensors onto the Flux 1 Kontext UNet. If your outputs look under- or over-biased, adjust the LoRA strength here. Keep changes modest to preserve the Zoom Out LoRA’s intended behavior.

ReferenceLatent (#177)

Locks composition and identity by conditioning the sampler on the VAE-encoded original. If you see subtle drift in subject pose or scale, route conditioning through this node as provided and avoid removing it. Pairing this with a neutral or minimal prompt maximizes fidelity.

FluxGuidance (#35)

Controls how much the reference and prompt guide the sampler. Raise guidance when the extended areas mismatch lighting or perspective; lower it if you want slightly more creative background fill. Treat it as a balance knob between strict preservation and organic continuation.

Notes

Flux Kontext Zoom Out in ComfyUI | Clean Canvas Expansion — see RunComfy page for the latest node requirements.