README.md
| 1 | --- |
| 2 | license: creativeml-openrail-m |
| 3 | language: |
| 4 | - en |
| 5 | library_name: diffusers |
| 6 | pipeline_tag: text-to-image |
| 7 | base_model: stabilityai/stable-diffusion-xl-base-1.0 |
| 8 | tags: |
| 9 | - stable-diffusion |
| 10 | - stable-diffusion-xl |
| 11 | - sdxl |
| 12 | - text-to-image |
| 13 | - photorealistic |
| 14 | - photography |
| 15 | - cinematic |
| 16 | - portrait |
| 17 | - juggernaut |
| 18 | - rundiffusion |
| 19 | - kandooai |
| 20 | --- |
| 21 | |
| 22 | <div align="center"> |
| 23 | |
| 24 | <a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v9&utm_content=header_banner"> |
| 25 | <img src="https://huggingface.co/RunDiffusion/Juggernaut-XL-v9/resolve/main/assets/Juggernaut_v9_banner.webp" alt="Juggernaut XL v9 — by RunDiffusion" /> |
| 26 | </a> |
| 27 | |
| 28 | <h1>Juggernaut XL v9 by RunDiffusion</h1> |
| 29 | |
| 30 | <p><i>The world's most-downloaded SDXL model — purpose-built for photorealism.</i></p> |
| 31 | |
| 32 | <p><b>6M+ downloads on Hugging Face · Overwhelmingly Positive on Civitai · 26 months in production</b></p> |
| 33 | |
| 34 | <p> |
| 35 | <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> |
| 36 | </p> |
| 37 | |
| 38 | <p> |
| 39 | <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"> |
| 40 | </p> |
| 41 | |
| 42 | </div> |
| 43 | |
| 44 | > 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. |
| 45 | |
| 46 | ## Why Juggernaut XL v9 in 2026? |
| 47 | |
| 48 | 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: |
| 49 | |
| 50 | - 📸 **Photorealism that holds up under scrutiny** — skin texture, micro-contrast, and natural lighting that translates from concept to print. |
| 51 | - 💻 **Reasonable hardware** — runs comfortably on 8 GB of VRAM, unlike newer DiT-based models that demand 16+ GB. |
| 52 | - 🧰 **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. |
| 53 | - 🏆 **Battle-tested reliability** — 26+ months in production, used in agencies, studios, and shipping products around the world. |
| 54 | |
| 55 | 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. |
| 56 | |
| 57 | --- |
| 58 | |
| 59 | <div align="center"> |
| 60 | |
| 61 | <h3>🚀 Skip the setup. Try Juggernaut XL v9 in your browser.</h3> |
| 62 | |
| 63 | <p>No installs. No GPU rental. No model downloads. <b>Just generate.</b></p> |
| 64 | |
| 65 | <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> |
| 66 | |
| 67 | <p><i>Pre-loaded into ComfyUI · Forge · Automatic1111 · Fooocus · InvokeAI · SwarmUI</i></p> |
| 68 | |
| 69 | </div> |
| 70 | |
| 71 | --- |
| 72 | |
| 73 | ## What V9 Brought Over V8 |
| 74 | |
| 75 | - **RunDiffusion Photo v2** integration — a substantial upgrade to the photographic backbone of the model |
| 76 | - Improved **skin detail** and micro-texture rendering |
| 77 | - Stronger **lighting** and **contrast** control |
| 78 | - Better consistency across **portrait**, **architecture**, **automotive**, **wildlife**, **food**, **interior**, and **landscape** photography |
| 79 | |
| 80 | ## Two Ways to Run Juggernaut XL v9 |
| 81 | |
| 82 | ### 🚀 Easiest — Run it on RunDiffusion (recommended) |
| 83 | |
| 84 | 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.** |
| 85 | |
| 86 | <div align="center"> |
| 87 | <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> |
| 88 | </div> |
| 89 | |
| 90 | ### 💻 Or run it locally — Diffusers |
| 91 | |
| 92 | ```python |
| 93 | import torch |
| 94 | from diffusers import DiffusionPipeline |
| 95 | |
| 96 | pipe = DiffusionPipeline.from_pretrained( |
| 97 | "RunDiffusion/Juggernaut-XL-v9", |
| 98 | torch_dtype=torch.float16, |
| 99 | variant="fp16", |
| 100 | use_safetensors=True, |
| 101 | ).to("cuda") |
| 102 | |
| 103 | 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" |
| 104 | |
| 105 | image = pipe( |
| 106 | prompt, |
| 107 | width=832, height=1216, |
| 108 | num_inference_steps=35, |
| 109 | guidance_scale=5.0, |
| 110 | ).images[0] |
| 111 | |
| 112 | image.save("juggernaut_xl_v9.png") |
| 113 | ``` |
| 114 | |
| 115 | For ComfyUI / Forge / InvokeAI / SwarmUI: download `Juggernaut-XL_v9_RunDiffusionPhoto_v2.safetensors` and drop it into your `models/checkpoints/` directory. |
| 116 | |
| 117 | ## Recommended Settings |
| 118 | |
| 119 | | Parameter | Value | |
| 120 | | --- | --- | |
| 121 | | Resolution | `832 × 1216` (portrait) · `1216 × 832` (landscape) | |
| 122 | | Sampler | `DPM++ 2M Karras` | |
| 123 | | Steps | `30 – 40` | |
| 124 | | CFG scale | `3 – 7` (lower = more realistic) | |
| 125 | | VAE | **Already baked in** — no external VAE required | |
| 126 | | Hi-Res fix | `4xNMKD-Siax_200k` upscaler · 15 steps · 0.3 denoise · 1.5× upscale | |
| 127 | |
| 128 | > **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. |
| 129 | |
| 130 | ### Useful Prompt Keywords |
| 131 | |
| 132 | These tokens reliably steer output: |
| 133 | |
| 134 | ``` |
| 135 | Architecture Photography · Wildlife Photography · Car Photography |
| 136 | Food Photography · Interior Photography · Landscape Photography |
| 137 | Hyperdetailed Photography · Cinematic Movie · Still Mid Shot Photo |
| 138 | Full Body Photo · Skin Details |
| 139 | ``` |
| 140 | |
| 141 | 📖 **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. |
| 142 | |
| 143 | ## Files In This Repo |
| 144 | |
| 145 | | File | Purpose | |
| 146 | | --- | --- | |
| 147 | | `Juggernaut-XL_v9_RunDiffusionPhoto_v2.safetensors` | Single-file checkpoint for ComfyUI / Forge / InvokeAI / SwarmUI | |
| 148 | | `unet/`, `text_encoder/`, `text_encoder_2/`, `vae/`, `tokenizer/`, `tokenizer_2/`, `scheduler/`, `model_index.json` | Diffusers-format directory tree (FP16 variant) for `from_pretrained` | |
| 149 | |
| 150 | ## Looking For Something Newer? |
| 151 | |
| 152 | The Juggernaut family has continued to evolve. Match the model to your project: |
| 153 | |
| 154 | | Model | Architecture | Best for | |
| 155 | | --- | --- | --- | |
| 156 | | **[Juggernaut Z](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image)** | Lumina-Image-2 | Cinematic, presentation-ready output with stronger lighting and atmosphere | |
| 157 | | **[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 | |
| 158 | | **[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 | |
| 159 | | **Juggernaut XL v9** *(this model)* | SDXL 1.0 | Proven SDXL photorealism workhorse with the broadest tooling ecosystem | |
| 160 | |
| 161 | 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. |
| 162 | |
| 163 | ## Commercial Use |
| 164 | |
| 165 | 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)**. |
| 166 | |
| 167 | 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). |
| 168 | |
| 169 | ## Credits |
| 170 | |
| 171 | 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. |
| 172 | |
| 173 | --- |
| 174 | |
| 175 | <div align="center"> |
| 176 | |
| 177 | <h3>Ready to generate?</h3> |
| 178 | |
| 179 | <p>Juggernaut XL v9 is one click away — no setup, no GPU rental, no model downloads.</p> |
| 180 | |
| 181 | <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> |
| 182 | |
| 183 | <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> |
| 184 | |
| 185 | </div> |
| 186 | |