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Flux Kontext Zoom Out LoRA

56

527

15

Verified:

SafeTensor

Type

LoRA

Stats

527

0

Reviews

Published

Jul 22, 2025

Base Model

Flux.1 Kontext

Trigger Words

Zoom out and keep the visible subject exactly the same in position, scale and appearance. Expand the canvas evenly in every direction and fill all new areas with a natural continuation of the scene, matching the original lighting, perspective and photographic style.

Hash

AutoV2
0AAE532BBE

The FLUX.1 [dev] Model is licensed by Black Forest Labs. Inc. under the FLUX.1 [dev] Non-Commercial License. Copyright Black Forest Labs. Inc.

IN NO EVENT SHALL BLACK FOREST LABS, INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

After dozens of experiments I’ve settled on the version that’s giving me the most reliable zoom‑outs. I tried training separate LoRAs for extreme, large, and medium zoom levels, but those models were too unpredictable—so I’m sticking with this single “all‑rounder.”

Known caveats

  1. Out‑paint artifacts – some images pick up chunky/pixelated edges in the newly generated areas.

  2. Human close‑ups – very tight crops of faces, hands, or bodies can warp badly.

  3. No precise zoom slider – you can’t tell it “zoom out 10×”; results vary, so experiment.

How to prompt
Use the base prompt below, then bolt on whatever you’d like to see in the expanded frame. Example:

Zoom out and keep the visible subject exactly the same in position, scale and appearance. Expand the canvas evenly in every direction and fill all new areas with a natural continuation of the scene, matching the original lighting, perspective and photographic style. 

You can change the target latent image size different from your source image size. For example; if your image is vertical, you can expand/apply the zoom out horizontally. Feel free to check the example images.

LoRA also works with Nunchaku workflows.

That’s it—give it a spin and let me know how it works for you!

LoRA trained with fal.ai Flux Kontext LoRA Trainer, with 70+ pairs, 0.0003 LR, 3000 steps