Text-to-Image
Diffusers
English
StableDiffusionXLPipeline
stable-diffusion
stable-diffusion-xl
sdxl
photorealistic
photography
cinematic
portrait
juggernaut
rundiffusion
kandooai
Instructions to use RunDiffusion/Juggernaut-XL-v9 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use RunDiffusion/Juggernaut-XL-v9 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-XL-v9", 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
| license: creativeml-openrail-m | |
| language: | |
| - en | |
| library_name: diffusers | |
| pipeline_tag: text-to-image | |
| base_model: stabilityai/stable-diffusion-xl-base-1.0 | |
| 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_xl_v9&utm_content=header_banner"> | |
| <img src="https://huggingface.co/RunDiffusion/Juggernaut-XL-v9/resolve/main/assets/Juggernaut_v9_banner.webp" alt="Juggernaut XL v9 — by RunDiffusion" /> | |
| </a> | |
| <h1>Juggernaut XL v9 by RunDiffusion</h1> | |
| <p><i>The world's most-downloaded SDXL model — purpose-built for photorealism.</i></p> | |
| <p><b>6M+ downloads on Hugging Face · Overwhelmingly Positive on Civitai · 26 months in production</b></p> | |
| <p> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&utm_content=hero_cta"><img alt="Try Juggernaut XL v9 — Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20XL%20v9%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_xl_v9&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_xl_v9&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> <a href="https://civitai.com/models/133005/juggernaut-xl"><img alt="Civitai" src="https://img.shields.io/badge/Civitai-Overwhelmingly%20Positive-EAB308?style=for-the-badge&labelColor=1f1f23"></a> <img alt="License: CreativeML Open RAIL-M" src="https://img.shields.io/badge/License-OpenRAIL--M-2ea44f?style=for-the-badge"> | |
| </p> | |
| </div> | |
| > Juggernaut XL is the most popular SDXL fine-tune in the world. Version 9 — co-developed by **KandooAI** and **RunDiffusion**, integrating **RunDiffusion Photo v2** — is the proven photorealism workhorse trusted by **hundreds of thousands of creators**: 6M+ all-time downloads on Hugging Face, 1.5M+ on Civitai, and an *Overwhelmingly Positive* rating across 7,780+ reviews. | |
| ## Why Juggernaut XL v9 in 2026? | |
| The SDXL ecosystem is the single most mature corner of open image generation, and v9 is its most refined photorealism checkpoint. Choose Juggernaut XL v9 when you want: | |
| - 📸 **Photorealism that holds up under scrutiny** — skin texture, micro-contrast, and natural lighting that translates from concept to print. | |
| - 💻 **Reasonable hardware** — runs comfortably on 8 GB of VRAM, unlike newer DiT-based models that demand 16+ GB. | |
| - 🧰 **The full SDXL toolbox** — drop-in compatibility with the thousands of SDXL ControlNets, IP-Adapter variants, AnimateDiff, regional prompting tools, and LoRAs already in your workflow. | |
| - 🏆 **Battle-tested reliability** — 26+ months in production, used in agencies, studios, and shipping products around the world. | |
| For experimental and frontier work, see the rest of the [Juggernaut family](#looking-for-something-newer). For SDXL photorealism, this is the king of the hill. | |
| --- | |
| <div align="center"> | |
| <h3>🚀 Skip the setup. Try Juggernaut XL v9 in your browser.</h3> | |
| <p>No installs. No GPU rental. No model downloads. <b>Just generate.</b></p> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&utm_content=midpage_cta"><img alt="Launch Juggernaut 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 · Forge · Automatic1111 · Fooocus · InvokeAI · SwarmUI</i></p> | |
| </div> | |
| --- | |
| ## What V9 Brought Over V8 | |
| - **RunDiffusion Photo v2** integration — a substantial upgrade to the photographic backbone of the model | |
| - Improved **skin detail** and micro-texture rendering | |
| - Stronger **lighting** and **contrast** control | |
| - Better consistency across **portrait**, **architecture**, **automotive**, **wildlife**, **food**, **interior**, and **landscape** photography | |
| ## Two Ways to Run Juggernaut XL v9 | |
| ### 🚀 Easiest — Run it on RunDiffusion (recommended) | |
| One-click access to Juggernaut XL v9 inside the UI you already know — ComfyUI, Forge, Automatic1111, Fooocus, InvokeAI, or SwarmUI. No setup, no model downloads, no GPU to rent. **Free trial included.** | |
| <div align="center"> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&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> | |
| ### 💻 Or run it locally — Diffusers | |
| ```python | |
| import torch | |
| from diffusers import DiffusionPipeline | |
| pipe = DiffusionPipeline.from_pretrained( | |
| "RunDiffusion/Juggernaut-XL-v9", | |
| torch_dtype=torch.float16, | |
| variant="fp16", | |
| use_safetensors=True, | |
| ).to("cuda") | |
| prompt = "Cinematic mid shot photo of an astronaut walking through a neon-lit Tokyo alley at night, hyperdetailed photography, skin details, shallow depth of field" | |
| image = pipe( | |
| prompt, | |
| width=832, height=1216, | |
| num_inference_steps=35, | |
| guidance_scale=5.0, | |
| ).images[0] | |
| image.save("juggernaut_xl_v9.png") | |
| ``` | |
| For ComfyUI / Forge / InvokeAI / SwarmUI: download `Juggernaut-XL_v9_RunDiffusionPhoto_v2.safetensors` and drop it into your `models/checkpoints/` directory. | |
| ## Recommended Settings | |
| | Parameter | Value | | |
| | --- | --- | | |
| | Resolution | `832 × 1216` (portrait) · `1216 × 832` (landscape) | | |
| | Sampler | `DPM++ 2M Karras` | | |
| | Steps | `30 – 40` | | |
| | CFG scale | `3 – 7` (lower = more realistic) | | |
| | VAE | **Already baked in** — no external VAE required | | |
| | Hi-Res fix | `4xNMKD-Siax_200k` upscaler · 15 steps · 0.3 denoise · 1.5× upscale | | |
| > **Negative prompts:** start with **none**. Add specific things you don't want as you iterate. Heavy negatives often hurt more than they help on this model. | |
| ### Useful Prompt Keywords | |
| These tokens reliably steer output: | |
| ``` | |
| Architecture Photography · Wildlife Photography · Car Photography | |
| Food Photography · Interior Photography · Landscape Photography | |
| Hyperdetailed Photography · Cinematic Movie · Still Mid Shot Photo | |
| Full Body Photo · Skin Details | |
| ``` | |
| 📖 **For deeper prompting technique** — sampler choices, multi-subject framing, lighting language, negative-prompt strategy — see the [**RunDiffusion prompting library**](https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&utm_content=prompting_inline). Free to read, no signup. | |
| ## Files In This Repo | |
| | File | Purpose | | |
| | --- | --- | | |
| | `Juggernaut-XL_v9_RunDiffusionPhoto_v2.safetensors` | Single-file checkpoint for ComfyUI / Forge / InvokeAI / SwarmUI | | |
| | `unet/`, `text_encoder/`, `text_encoder_2/`, `vae/`, `tokenizer/`, `tokenizer_2/`, `scheduler/`, `model_index.json` | Diffusers-format directory tree (FP16 variant) for `from_pretrained` | | |
| ## Looking For Something Newer? | |
| The Juggernaut family has continued to evolve. Match the model to your project: | |
| | Model | Architecture | Best for | | |
| | --- | --- | --- | | |
| | **[Juggernaut Z](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image)** | Lumina-Image-2 | Cinematic, presentation-ready output with stronger lighting and atmosphere | | |
| | **[Juggernaut Pro Flux](https://www.rundiffusion.com/juggernaut-pro-flux?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&utm_content=cross_promo_pro_flux)** | FLUX.1 | Highest photo quality with strong consistency and lower token cost | | |
| | **[Juggernaut XII / XIII Ragnarok](https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&utm_content=cross_promo_family)** | SDXL | The latest evolutions of the SDXL line, refined for prompt adherence and realism | | |
| | **Juggernaut XL v9** *(this model)* | SDXL 1.0 | Proven SDXL photorealism workhorse with the broadest tooling ecosystem | | |
| All of them — and 100+ other SOTA models — are pre-loaded on **[RunDiffusion](https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&utm_content=family_compare)**. Switch between them in two clicks. | |
| ## Commercial Use | |
| This model **may not be deployed behind paid API services** without explicit licensing. For commercial licensing, custom models, business inquiries, or consultation, contact **[juggernaut@rundiffusion.com](mailto:juggernaut@rundiffusion.com)**. | |
| You are free to use this model for personal and creative work under the terms of the [CreativeML Open RAIL-M license](https://huggingface.co/spaces/CompVis/stable-diffusion-license). | |
| ## Credits | |
| Juggernaut XL v9 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_xl_v9&utm_content=credits)**. The photographic backbone — **RunDiffusion Photo v2** — was developed by the RunDiffusion team. Thanks to **Adam Stewart** for prompting workflow. | |
| --- | |
| <div align="center"> | |
| <h3>Ready to generate?</h3> | |
| <p>Juggernaut XL v9 is one click away — no setup, no GPU rental, no model downloads.</p> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&utm_content=footer_cta"><img alt="Try Juggernaut XL v9 — Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20XL%20v9%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_xl_v9&utm_content=footer_lineup">Compare the full Juggernaut lineup</a> · <a href="https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&utm_content=footer_prompting">Prompting guides</a> · <a href="mailto:juggernaut@rundiffusion.com">Commercial licensing</a></sub></p> | |
| </div> | |