Text-to-Image
Diffusers
English
StableDiffusionXLPipeline
stable-diffusion
stable-diffusion-xl
sdxl
photorealistic
photography
cinematic
portrait
juggernaut
rundiffusion
kandooai
Instructions to use RunDiffusion/Juggernaut-XI-v11 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use RunDiffusion/Juggernaut-XI-v11 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-v11", 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 retrofit: hero/midpage/footer CTAs (with 'skip the gate' angle), prompting library link, two ways to run, HTML headings
f836518 verified | license: cc-by-nc-nd-4.0 | |
| language: | |
| - en | |
| library_name: diffusers | |
| pipeline_tag: text-to-image | |
| base_model: stabilityai/stable-diffusion-xl-base-1.0 | |
| extra_gated_prompt: | | |
| By accessing this model, you agree to the following: | |
| - You will NOT deploy this model behind a paid API or generative service. | |
| - You will NOT use this model on a platform that competes with RunDiffusion.com. | |
| - You will NOT redistribute or rehost the model weights. | |
| - You agree to receive communications from RunDiffusion (model releases, platform updates, and news). RunDiffusion does not misuse your information. | |
| Commercial licenses can be obtained by emailing juggernaut@rundiffusion.com. | |
| extra_gated_fields: | |
| Name: text | |
| Email: text | |
| Intended use: text | |
| tags: | |
| - stable-diffusion | |
| - stable-diffusion-xl | |
| - sdxl | |
| - text-to-image | |
| - photorealistic | |
| - photography | |
| - cinematic | |
| - portrait | |
| - juggernaut | |
| - rundiffusion | |
| - kandooai | |
| <div align="center"> | |
| <a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_v11&utm_content=header_banner"> | |
| <img src="https://huggingface.co/RunDiffusion/Juggernaut-XI-v11/resolve/main/assets/Juggernaut_Banner.webp" alt="Juggernaut β by RunDiffusion" /> | |
| </a> | |
| <h1>Juggernaut XI v11 by RunDiffusion</h1> | |
| <p><i>The latest evolution of the Juggernaut SDXL line β sharper aesthetics, better hands, faces, and prompt adherence.</i></p> | |
| <p> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_v11&utm_content=hero_cta"><img alt="Try Juggernaut XI β Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20XI%20%E2%80%94%20Free-7C3AED?style=for-the-badge&labelColor=7C3AED"></a> | |
| </p> | |
| <p> | |
| <a href="https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_v11&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_v11&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="Gated" src="https://img.shields.io/badge/Access-Gated-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"> | |
| </p> | |
| </div> | |
| > Juggernaut XI is the **latest evolution** of the Juggernaut SDXL line. Like Juggernaut X, it was **trained from the ground up** with **GPT-4 Vision** captioning β but with another pass of dataset cleanup, refined shot-type classification, and improved aesthetic targeting on top. Sharper hands, faces, eyes, and composition; stronger prompt adherence; native text rendering; and the same **RunDiffusion Photo** detail refinement that made earlier versions popular. | |
| ## What's Better in XI | |
| - π¨ **Massively improved aesthetics** β refined lighting, color, and composition vs. v10 | |
| - ποΈ **Better hands, eyes, faces, and overall human anatomy** | |
| - π― **Even stronger prompt adherence** β XI does what you ask with less wrestling than X | |
| - πΈ **Cleaner shot-type classification** β Full Body / Mid Shot / Portrait distinctions are crisper | |
| - π€ **Native text rendering** β legible signage, labels, short phrases | |
| - π¬ **Two prompting styles** β Natural language *or* Tagging (use whichever fits) | |
| - πΌοΈ **RunDiffusion Photo** refinement for fine detail | |
| --- | |
| <div align="center"> | |
| <h3>π Skip the gated download. Try Juggernaut XI in your browser.</h3> | |
| <p>No HF gate. No installs. No GPU rental. <b>Just generate.</b></p> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_v11&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> | |
| <p><i>Pre-loaded into ComfyUI Β· Forge Β· Automatic1111 Β· Fooocus Β· InvokeAI Β· SwarmUI</i></p> | |
| </div> | |
| --- | |
| ## Two Prompting Styles | |
| | Style | Best for | Example | | |
| | --- | --- | --- | | |
| | **Natural language** | Storytelling, scenes, complex instructions | *"A photographer on a windswept cliff at golden hour, holding a vintage Leica, ocean churning below"* | | |
| | **Tagging** | Quick iteration, established workflows | *`photograph, cliff, golden hour, vintage Leica, ocean, waves, cinematic lighting`* | | |
| π **For deeper prompting technique** β see the [**RunDiffusion prompting library**](https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_v11&utm_content=prompting_inline). Free to read, no signup. | |
| ## Recommended Settings | |
| | Parameter | Value | | |
| | --- | --- | | |
| | Resolution | `832 Γ 1216` (portrait) Β· `1216 Γ 832` (landscape) | | |
| | Sampler | `DPM++ 2M Karras` | | |
| | Steps | `30 β 40` | | |
| | CFG scale | `3 β 7` (lower = more realistic) | | |
| | VAE | **Already baked in** β no external VAE required | | |
| For a faster variant, see [**Juggernaut XI Lightning**](https://huggingface.co/RunDiffusion/Juggernaut-XI-Lightning) β same XI base, distilled to 5β7-step inference. | |
| ## Two Ways to Run Juggernaut XI | |
| ### π Easiest β Run it on RunDiffusion (recommended) | |
| One-click access inside ComfyUI, Forge, Automatic1111, Fooocus, InvokeAI, or SwarmUI. **No HF gate.** No setup. **Free trial included**, plus access to every other Juggernaut model on the same account. | |
| <div align="center"> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_v11&utm_content=quickstart_try"><img alt="Get Started Free" src="https://img.shields.io/badge/Get%20Started%20Free%20%E2%86%92-7C3AED?style=for-the-badge&labelColor=7C3AED"></a> | |
| </div> | |
| ### π» Or run it locally β Diffusers | |
| > **Note:** XI is a gated model β you must accept the terms above and authenticate with `huggingface-cli login` (or set `HF_TOKEN`) before pulling weights. | |
| ```python | |
| import torch | |
| from diffusers import DiffusionPipeline | |
| pipe = DiffusionPipeline.from_pretrained( | |
| "RunDiffusion/Juggernaut-XI-v11", | |
| torch_dtype=torch.float16, | |
| use_safetensors=True, | |
| ).to("cuda") | |
| prompt = "A photographer on a windswept cliff at golden hour, holding a vintage Leica, the ocean churning below, cinematic lighting, hyperdetailed photography" | |
| image = pipe(prompt, width=832, height=1216, num_inference_steps=35, guidance_scale=5.0).images[0] | |
| image.save("juggernaut_xi_v11.png") | |
| ``` | |
| ## The Rest of the Family | |
| | Model | Why pick it | | |
| | --- | --- | | |
| | [**Juggernaut XL v9**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9) | The most popular Juggernaut β proven SDXL workhorse. **6M+ downloads.** | | |
| | [**Juggernaut X v10**](https://huggingface.co/RunDiffusion/Juggernaut-X-v10) | Predecessor of XI β the first ground-up GPT-4V retrain | | |
| | [**Juggernaut XI Lightning**](https://huggingface.co/RunDiffusion/Juggernaut-XI-Lightning) | XI quality at 5β7 steps | | |
| | [**Juggernaut Z**](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image) | Lumina-Image-2 architecture β cinematic, presentation-ready | | |
| | [**Juggernaut Pro Flux**](https://www.rundiffusion.com/juggernaut-pro-flux?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_v11&utm_content=cross_promo_pro_flux) | FLUX.1 backbone β top-tier photo quality | | |
| ## License & Commercial Use | |
| Juggernaut XI v11 is released under **[CC BY-NC-ND 4.0](https://creativecommons.org/licenses/by-nc-nd/4.0/)**: | |
| - **BY** β attribute RunDiffusion / KandooAI when sharing output. | |
| - **NC** β **non-commercial use only**. Commercial use requires a license. | |
| - **ND** β **no derivatives**. You may not redistribute modified versions, fine-tunes, or merges. | |
| Additionally, this model **may not be deployed behind paid API services** or hosted on platforms that compete with RunDiffusion.com. For commercial licensing, custom models, or business inquiries, contact **[juggernaut@rundiffusion.com](mailto:juggernaut@rundiffusion.com)**. | |
| ## Credits | |
| Juggernaut XI 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_v11&utm_content=credits)**. Dataset re-captioned with the **GPT-4 Vision Captioning** tool by **[LEOSAM](https://civitai.com/user/LEOSAM)**. Photographic backbone by the RunDiffusion Photo team. | |
| --- | |
| <div align="center"> | |
| <h3>Ready to generate?</h3> | |
| <p>Juggernaut XI is one click away on RunDiffusion β no gate, no setup, no GPU rental.</p> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_v11&utm_content=footer_cta"><img alt="Try Juggernaut XI β Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20XI%20%E2%80%94%20Free-7C3AED?style=for-the-badge&labelColor=7C3AED"></a> | |
| <p><sub><a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xi_v11&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_v11&utm_content=footer_prompting">Prompting guides</a> Β· <a href="mailto:juggernaut@rundiffusion.com">Commercial licensing</a></sub></p> | |
| </div> | |