FLUX.2 Klein Multi LoRA V2

FLUX.2 Klein Multi LoRA V2

Edits images with FLUX.2 Klein 9B and LoRA add-ons on an experimental Gradio page. For people who want to try image edits in the browser and read how the app is organised.

Made by M3st3rJ4k3l on Hugging Face. These notes are Mindket's, written from its Space page and README; the app's own files and license are on Hugging Face.

About

What it is: FLUX.2 Klein Multi LoRA V2 is an experimental Gradio page for editing images with the FLUX.2 Klein 9B model. It works with a set of LoRA add-ons that change the style or task of the edit. You can open it in the browser with nothing to install.

Who it suits: It suits people who want to try image editing with FLUX.2 Klein and its LoRAs, and developers who want to read how such an app is split into modules.

Industry | Who uses it | How they use it | Example
Design | Designers | Try edits and styles on a picture | Load an image and apply a LoRA style
Illustration | Artists | Explore looks such as a colouring book style | Pick a style LoRA the page offers
Gaming | Concept artists | Work on character sheets | Try a character sheet LoRA
Software | Python developers | Study how a LoRA registry is organised | Read lora_registry.py and app.py

Skip it if you need a stable production tool, since the note on the page calls the Space experimental.

Where to use it:

• A web browser, on the Space's page at Hugging Face, which runs on ZeroGPU
• Your own Windows, macOS or Linux computer with Python 3.12

Use case | Who | What they get back
Edit a picture | Designers | An edited image from FLUX.2 Klein
Try a style add-on | Artists | A result shaped by the LoRA you choose
Study the code | Developers | A Gradio app split into small modules

How to set it up: The online page needs nothing. A local copy needs Python 3.12 and the packages in requirements.txt.

• Python 3.12 and pip
• Python packages from requirements.txt
• Windows, macOS or Linux

1. Install the Hugging Face hub library.
2. Download the Space's files into a folder named FLUX.2-Klein-Multi-LoRA-v2.
3. Move into that folder.
4. Install Gradio 6.27.0, then the packages from requirements.txt.
5. Start app.py.

pip install -U huggingface_hub
hf download M3st3rJ4k3l/FLUX.2-Klein-Multi-LoRA-v2 --repo-type space --local-dir FLUX.2-Klein-Multi-LoRA-v2
cd FLUX.2-Klein-Multi-LoRA-v2
pip install gradio==6.27.0
pip install -r requirements.txt
python app.py

How to use it: Open the Space's page, or run the last command above for a local copy and open the address it prints. Load an image and choose what you want done to it.

python app.py

Example: You open the page, load one of your pictures and run an edit with the base model. The page returns the edited image for you to look at in the browser.

For newcomers and experts: Try one picture and one edit before you explore the LoRAs. The page is experimental, so expect rough edges.

The app is built with Gradio 6.27.0 on Python 3.12, and the Hugging Face copy runs on ZeroGPU hardware. The record names the FLUX.2 Klein 9B model, a key-value cache variant of it, and several LoRA collections. Module names such as compare_view, control_tools, prompt_enhance and upscale hint at extra tools, but the record does not describe them.

Open the page
Load an image
Choose the edit and any LoRA
FLUX.2 Klein runs on a ZeroGPU
Look at the result

Good to know:

• Status: The note on the page says the Space is experimental.
• Hardware: The Hugging Face copy runs on ZeroGPU hardware.
• MCP: Hugging Face lists the Space with an MCP tag. The source does not say how to connect to it.
• License: apache-2.
• Cost to run: none named.
• Data it reaches: Your uploaded images. During some periods the Space may log uploads to monitor performance, and stored images are deleted after 7 days.
• Not for: Anything that breaks the Hugging Face or model terms of service, which the page asks you to follow.

On Hugging Face, 13 November 2026

• Likes: 163
• Built with: gradio
• License: apache-2.0

Links

• Space: https://huggingface.co/spaces/M3st3rJ4k3l/FLUX.2-Klein-Multi-LoRA-v2
• Files: https://huggingface.co/spaces/M3st3rJ4k3l/FLUX.2-Klein-Multi-LoRA-v2/tree/main

Try it

Open the Space in your browser, or copy it to your own Hugging Face account from its page. Nothing in this kit runs by itself.