Text-to-Image
Diffusers
English
StableDiffusionXLPipeline
stable-diffusion
stable-diffusion-xl
sdxl
sdxl-lightning
photorealistic
fast
low-step
juggernaut
rundiffusion
kandooai
Instructions to use RunDiffusion/Juggernaut-XI-Lightning with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use RunDiffusion/Juggernaut-XI-Lightning with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("RunDiffusion/Juggernaut-XI-Lightning", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Marketing-flow rewrite: XI inheritance + Lightning speed positioning, structured T&Cs, full CTA flow, drop dead Octo.AI mention
Browse files
README.md
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language:
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license: cc-by-nc-nd-4.0
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library_name: diffusers
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tags:
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- art
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- people
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- diffusion
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- Cinematic
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- Photography
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- Landscape
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- Interior
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- Food
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thumbnail: >-
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https://storage.googleapis.com/run-diffusion-public-assets/juggernaut-xi/juggernaut-collage-256.webp
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base_model: stabilityai/stable-diffusion-xl-base-1.0
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pipeline_tag: text-to-image
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This model is not permitted to be used behind API services. Please contact [juggernaut@rundiffusion.com](mailto:juggernaut@rundiffusion.com) for business inquires, commercial licensing, custom models, and consultation.
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- Massively improved aesthetics
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- Better hands, eyes, faces, and compostion
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- Fully trained from the ground up using the GPT4 Vision Captioning tool by LEOSAM π οΈ
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- Expanded and cleaner dataset with higher quality images πΌοΈ
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- Improved classifications of shots (Full Body, Midshots, Portraits, etc) πΈ
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- Enhanced text generation capability π
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- Two different prompting techniques, Natural and Tagging style π·οΈ
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- Enhanced by RunDiffusion Photo for refinement of details π§
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Because everything has been trained from the ground up, prompting is a bit different. (Simpler, don't worry) @Kandoo has created a guide to help you seamlessly integrate this powerful model into your workflow, enabling you to leverage its advanced capabilities without feeling overwhelmed. Download it here: https://rundiffusion.com/juggernaut-xl#nav
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license: cc-by-nc-nd-4.0
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language:
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- en
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library_name: diffusers
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pipeline_tag: text-to-image
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base_model: stabilityai/stable-diffusion-xl-base-1.0
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extra_gated_prompt: |
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By accessing this model, you agree to the following:
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- You will NOT deploy this model behind a paid API or generative service.
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- You will NOT use this model on a platform that competes with RunDiffusion.com.
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- You will NOT redistribute or rehost the model weights.
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- You agree to receive communications from RunDiffusion (model releases, platform updates, and news). RunDiffusion does not misuse your information.
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Commercial licenses can be obtained by emailing juggernaut@rundiffusion.com.
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extra_gated_fields:
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Name: text
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Email: text
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Intended use: text
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tags:
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- stable-diffusion
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- stable-diffusion-xl
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- sdxl
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- sdxl-lightning
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- text-to-image
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- photorealistic
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- fast
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- low-step
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- juggernaut
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- rundiffusion
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- kandooai
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---
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<div align="center">
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<a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=header_banner">
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<img src="https://huggingface.co/RunDiffusion/Juggernaut-XI-Lightning/resolve/main/assets/Juggernaut_Banner.webp" alt="Juggernaut β by RunDiffusion" />
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</a>
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<h1>Juggernaut XI Lightning by RunDiffusion</h1>
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<p><i>The latest XI quality at SDXL Lightning speed β 5β7 steps, photo-grade output.</i></p>
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<p>
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<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=hero_cta"><img alt="Try Juggernaut XI Lightning β Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20XI%20Lightning%20%E2%80%94%20Free-7C3AED?style=for-the-badge&labelColor=7C3AED"></a>
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</p>
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<p>
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<a href="https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=prompting_resource"><img alt="Prompting Guides" src="https://img.shields.io/badge/%F0%9F%93%96%20Prompting%20Guides-1f1f23?style=for-the-badge"></a> <a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=lineup_compare"><img alt="Compare the Lineup" src="https://img.shields.io/badge/Compare%20the%20Lineup-1971c2?style=for-the-badge&labelColor=1f1f23"></a> <img alt="5-7 steps" src="https://img.shields.io/badge/Inference-5%E2%80%937%20steps-EAB308?style=for-the-badge&labelColor=1f1f23"> <img alt="License: CC BY-NC-ND 4.0" src="https://img.shields.io/badge/License-CC%20BY--NC--ND%204.0-2ea44f?style=for-the-badge">
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</p>
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</div>
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> Juggernaut XI Lightning is the **speed-optimized** variant of [**Juggernaut XI v11**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) β distilled with **SDXL Lightning** for 5β7-step inference. All of XI's improvements (sharper hands, faces, better prompt adherence, native text rendering) at ~5Γ the speed of standard XI.
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## Inherited from XI v11
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- π¨ Massively improved aesthetics over X / earlier versions
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- ποΈ Better hands, eyes, faces, and overall human anatomy
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- π― Stronger prompt adherence
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- π€ Native text rendering for signage, labels, short phrases
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- π¬ Two prompting styles: Natural language *or* Tagging
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- πΌοΈ RunDiffusion Photo refinement
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## What Lightning Adds
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- β‘ **5β7-step inference** β generate in a fraction of standard SDXL inference time
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- π **Real-time iteration** β preview prompt changes in seconds
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- π» **Lower VRAM pressure** during inference
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If you need the very best per-image quality, use the [**standard XI v11**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) instead.
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---
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<div align="center">
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<h3>β‘ Skip the gated download. Try XI Lightning in your browser.</h3>
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<p>No HF gate. No installs. No GPU rental. <b>Just generate at speed.</b></p>
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<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=midpage_cta"><img alt="Launch on RunDiffusion" src="https://img.shields.io/badge/%E2%96%B6%20Launch%20on%20RunDiffusion-7C3AED?style=for-the-badge&labelColor=7C3AED"></a>
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<p><i>Pre-loaded into ComfyUI Β· Forge Β· Automatic1111 Β· Fooocus Β· InvokeAI Β· SwarmUI</i></p>
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</div>
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## Recommended Settings
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> Lightning needs different settings from standard XI. Steps low, CFG very low.
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| Parameter | Value |
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| --- | --- |
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| Sampler | `DPM++ SDE` or `DPM++ SDE Karras` |
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| Steps | `5 β 7` |
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| CFG scale | `1.5 β 2.0` |
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| Resolution | `β₯ 1024 Γ 1024` (use SDXL-native sizes) |
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| VAE | **Already baked in** β no external VAE required |
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Standard XI prompts work as-is. Just adjust the sampler, steps, and CFG.
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π [**Prompting library**](https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=prompting_inline) β free to read.
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## The Rest of the Family
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| Model | Best for |
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| --- | --- |
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| [**Juggernaut XI v11**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) | Standard XI β full-step, maximum detail |
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| [**Juggernaut XL v9**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9) | The flagship SDXL β **6M+ downloads** |
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| [**Juggernaut XL Lightning**](https://huggingface.co/RunDiffusion/Juggernaut-XL-Lightning) | v9-base speed variant |
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| [**Juggernaut Z**](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image) | Lumina-Image-2 β cinematic, presentation-ready |
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| [**Juggernaut Pro Flux**](https://www.rundiffusion.com/juggernaut-pro-flux?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=cross_promo_pro_flux) | FLUX.1 β top-tier photo quality |
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## License & Commercial Use
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Juggernaut XI Lightning is released under **[CC BY-NC-ND 4.0](https://creativecommons.org/licenses/by-nc-nd/4.0/)**:
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- **BY** β attribute RunDiffusion / KandooAI when sharing output.
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- **NC** β **non-commercial use only**. Commercial use requires a license.
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- **ND** β **no derivatives**. You may not redistribute modified versions, fine-tunes, or merges.
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This model **may not be deployed behind paid API services** or hosted on platforms that compete with RunDiffusion.com. For commercial licensing, contact **[juggernaut@rundiffusion.com](mailto:juggernaut@rundiffusion.com)**.
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## Credits
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Juggernaut XI Lightning was created by **[KandooAI](https://twitter.com/Juggernaut_AI)** in collaboration with **[RunDiffusion](https://www.rundiffusion.com/?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=credits)**, distilled with **[SDXL Lightning](https://huggingface.co/ByteDance/SDXL-Lightning)**. Photographic backbone by the RunDiffusion Photo team.
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<div align="center">
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<h3>Ready to generate at speed?</h3>
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<p>Juggernaut XI Lightning β one click away on RunDiffusion. No gate, no setup.</p>
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<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=footer_cta"><img alt="Try Juggernaut XI Lightning β Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20XI%20Lightning%20%E2%80%94%20Free-7C3AED?style=for-the-badge&labelColor=7C3AED"></a>
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<p><sub><a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=footer_lineup">Compare the full Juggernaut lineup</a> Β· <a href="https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_lightning&utm_content=footer_prompting">Prompting guides</a> Β· <a href="mailto:juggernaut@rundiffusion.com">Commercial licensing</a></sub></p>
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</div>
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