Last updated 08-14-2026
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Inkpunk-Diffusion on Hugging Face
Inkpunk-Diffusion is a Dreambooth-finetuned Stable Diffusion checkpoint on Hugging Face that renders bold ink-and-neon illustrations. Add the trigger token nvinkpunk to your prompt and you get a look influenced by Gorillaz, FLCL, and Yoji Shinkawa concept art. The weights ship under the CreativeML OpenRAIL-M license and run through the standard Diffusers text-to-image pipeline.
General-purpose SD checkpoints produce photorealistic output by default. Inkpunk-Diffusion narrows the aesthetic to stylized line work and saturated color palettes, which is why over 100 Hugging Face Spaces and community adapters build on top of it. You can load it locally with Diffusers, open the Gradio demo Space, or import into Draw Things and DiffusionBee without training your own LoRA.
The model card includes Colab and Kaggle notebooks plus sample images on the repo. Downloads hit roughly 400 per month with 988 community likes on the Hub. Inference Providers do not host it yet, so you run it on your own GPU, a local app, or a Hugging Face Space.
Dreambooth-finetuned Stable Diffusion checkpoint with nvinkpunk trigger token for consistent inkpunk styling
Runs through Hugging Face Diffusers with pip install diffusers transformers accelerate
Gradio Web UI demo available via the akhaliq/Inkpunk-Diffusion Space
Import into local apps Draw Things and DiffusionBee from the model card links
100 Hugging Face Spaces and 2 adapter models build on this checkpoint
CreativeML OpenRAIL-M license with Colab and Kaggle notebook links on the card
Distinct inkpunk aesthetic out of the box with a single trigger token
Free open weights with Colab, Kaggle, and local app import paths
Large community footprint with 100 Spaces and adapter models
Standard Diffusers pipeline keeps integration straightforward for developers
Sample images and Gradio demo lower the trial barrier
No managed Inference Provider deployment on Hugging Face yet
Requires your own GPU or a third-party Space for heavy use
Narrow stylistic focus limits use outside inkpunk illustration work
Dreambooth training means prompts without nvinkpunk may miss the intended look
What is Inkpunk-Diffusion on Hugging Face?
Inkpunk-Diffusion is a Dreambooth-finetuned Stable Diffusion model hosted at Envvi/Inkpunk-Diffusion on Hugging Face. It generates stylized inkpunk illustrations when you include the nvinkpunk trigger in your prompt.
How do I use Inkpunk-Diffusion?
Load Inkpunk-Diffusion with the Hugging Face Diffusers library or open the Gradio demo Space linked on the model card. Include nvinkpunk in your text prompt to activate the trained aesthetic.
Is Inkpunk-Diffusion free?
Yes. Inkpunk-Diffusion model weights are free to download from Hugging Face under the CreativeML OpenRAIL-M license. You provide your own GPU or use a free Hugging Face Space demo.
What art style does Inkpunk-Diffusion produce?
Inkpunk-Diffusion produces bold ink-and-neon illustrations influenced by Gorillaz, FLCL, and Yoji Shinkawa. Sample images on the model card show the expected color palette and line work.
Can I run Inkpunk-Diffusion locally?
Yes. Inkpunk-Diffusion links to Draw Things and DiffusionBee import URLs plus Google Colab and Kaggle notebooks for local or cloud GPU inference through Diffusers.
Does Hugging Face host Inkpunk-Diffusion inference?
No Inference Provider deploys Inkpunk-Diffusion yet according to the model page. You run it locally, in a community Space, or request provider support through Hugging Face.