TIPO DEMO

TIPO DEMO

Shows a demo of the TIPO model alongside image and tag models, in a Gradio app that runs in the browser. Suits people who want to try it or read how the pieces are wired together.

Made by KBlueLeaf 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: This Space is a Gradio demo of TIPO, a small model by KBlueLeaf. It also names a tag generator called DanTagGen and two models whose names mark them as XL image models, Kohaku-XL-Zeta and Illustrious-xl. The source has no description, so how the pieces work together is not stated.

Who it suits: It suits people who want to try the TIPO model in a browser, and developers who want to read how a demo wires several models together.

Industry | Who uses it | How they use it | Example
Design | Illustrators | Try the model as part of an image workflow | Open the Space and run a short idea through it
Machine learning | Hobbyists | Compare the demo's models and settings | Try the same input twice and compare the results
Software | Developers | Read how a Gradio app combines several models | Open app.py and diff.py and follow the flow

Skip it if you plan commercial use or want to share changed versions, since the license listed here is non-commercial and bars derivatives.

Where to use it:

• A browser: open the Space's page on Hugging Face, with nothing to install
• A copy on Windows, macOS or Linux, using Python

Use case | Who | What they get back
Trying the demo | Anyone curious | Whatever the app returns for your input
Reading the code | Developers | A small repository with app.py, app-local.py, diff.py and meta.py
Checking the license | Anyone reusing it | A clear view of what the terms allow

How to set it up: The online copy needs nothing. For a copy on your own computer, you need the following.

• Python with pip on Windows, macOS or Linux
• The Hugging Face hub client, which the first step installs
• The packages listed in requirements.txt

1. Install the Hugging Face hub client.
2. Download the Space's files into a local folder.
3. Move into that folder.
4. Install the Gradio version the Space pins.
5. Install the remaining packages from requirements.txt.
6. Start app.py.

pip install -U huggingface_hub
hf download KBlueLeaf/TIPO-DEMO --repo-type space --local-dir TIPO-DEMO
cd TIPO-DEMO
pip install gradio==6.14.0
pip install -r requirements.txt
python app.py

How to use it: Online, open the Space's page and use the controls it shows. On your own computer, start the app with the command below and use the page it launches. The source does not describe the controls, so follow the labels.

python app.py

Example: You open the Space, type a short idea into the input the page shows, and run it. The Space returns its result for you to read or look at. The source gives no sample input or output.

For newcomers and experts: If you are new, open the Space online and try one short input first. Change a single word at a time to see what the app responds to.

If you know the field, the repository carries a second entry file, app-local.py, whose role the source does not state. The Space runs on zero-a10g hardware at Hugging Face and names a 500M fine-tune of TIPO among its models.

You open the Space or run app.py
You enter an idea
The named models process it
You see the result

Good to know: The source is short, so features and limits are not described.

• License: cc-by-nc-nd-4, which allows non-commercial use only and does not allow changed versions to be shared
• Cost to run: no API key or paid service is named, and the online copy runs on zero-a10g hardware at Hugging Face
• Data it reaches: what you type, which the online Space handles on Hugging Face's servers, and a local copy downloads the Space's files
• Not for: commercial use and sharing modified copies under this license

On Hugging Face, 13 November 2026

• Likes: 87
• Built with: gradio
• License: cc-by-nc-nd-4.0

Links

• Space: https://huggingface.co/spaces/KBlueLeaf/TIPO-DEMO
• Files: https://huggingface.co/spaces/KBlueLeaf/TIPO-DEMO/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.