--- license: other license_name: flux-kontext-dev-license license_link: >- https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/blob/main/LICENSE.md tags: - flux - kontext - lora - zoomout - zoom base_model: - black-forest-labs/FLUX.1-Kontext-dev pipeline_tag: image-to-image --- ## Flux Kontext Zoom Out LoRA ![ex6.png](https://cdn-uploads.huggingface.co/production/uploads/661d56bdbca423783d3184d9/dFbuR6AUSu-2sUj8DDbS9.png) ![ex5.png](https://cdn-uploads.huggingface.co/production/uploads/661d56bdbca423783d3184d9/dFZ0L8974epghQYS9Pwdd.png) ![ex4.png](https://cdn-uploads.huggingface.co/production/uploads/661d56bdbca423783d3184d9/NNJzfnRGRnltZ7_LCH4Dv.png) ![ex3.png](https://cdn-uploads.huggingface.co/production/uploads/661d56bdbca423783d3184d9/bsDQul2xSxruFmOJfXZtV.png) ![ex2.png](https://cdn-uploads.huggingface.co/production/uploads/661d56bdbca423783d3184d9/sj3m6n5S96jFOivTyErCu.png) ![ex1.png](https://cdn-uploads.huggingface.co/production/uploads/661d56bdbca423783d3184d9/Y26G4_PkeexSGpQ0Y3QRX.png) ## Details 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 Out‑paint artifacts – some images pick up chunky/pixelated edges in the newly generated areas. Human close‑ups – very tight crops of faces, hands, or bodies can warp badly. 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