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-v8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use RunDiffusion/Juggernaut-XL-v8 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-v8", 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
- Draw Things
- DiffusionBee
Marketing-flow retrofit: hero/midpage/footer CTAs to app.rundiffusion.com/login, prompting library link, 'two ways to run', HTML headings
5c38059 verified | 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_v8&utm_content=header_banner"> | |
| <img src="https://huggingface.co/RunDiffusion/Juggernaut-XL-v8/resolve/main/assets/Juggernaut_Banner.webp" alt="Juggernaut — by RunDiffusion" /> | |
| </a> | |
| <h1>Juggernaut XL v8 by RunDiffusion</h1> | |
| <p><i>The final RunDiffusion Photo v1 release before v9's Photo v2 leap.</i></p> | |
| <p> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v8&utm_content=hero_cta"><img alt="Try Juggernaut on RunDiffusion — Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20on%20RunDiffusion%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_v8&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_v8&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 v8 is the final release in the **RunDiffusion Photo v1** generation of the Juggernaut SDXL line — the version directly before the v9 jump to Photo v2. Useful if you have workflows or LoRAs tuned against the v8 aesthetic, or want the predecessor's slightly softer photographic feel. | |
| ## When to use v8 | |
| - 🔬 You have **LoRAs or pipelines validated against v8** and want exact consistency. | |
| - 🎨 You prefer v8's **slightly softer contrast** and lighting profile vs. v9's punchier output. | |
| - 📚 You're auditing the Juggernaut release line for research or comparison. | |
| For new projects, **start with the latest Juggernaut models** instead. | |
| --- | |
| <div align="center"> | |
| <h3>🚀 Don't pick a version. Try every Juggernaut on RunDiffusion.</h3> | |
| <p>v8, v9, X, XI, Z, and Pro Flux — all pre-loaded. Switch in two clicks. <b>No installs. No model downloads.</b></p> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v8&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 · Forge · Automatic1111 · Fooocus · InvokeAI · SwarmUI</i></p> | |
| </div> | |
| --- | |
| ## The Newer Juggernauts | |
| | Model | Why upgrade | | |
| | --- | --- | | |
| | [**Juggernaut XL v9**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9) | Direct successor — RunDiffusion Photo v2, sharper skin, stronger lighting. **6M+ downloads.** | | |
| | [**Juggernaut X v10 / XI v11**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) | Ground-up retrains with GPT-4V captions — better prompt adherence | | |
| | [**Juggernaut Z**](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image) | Lumina-Image-2 architecture — cinematic, presentation-ready | | |
| | [**Juggernaut Pro Flux**](https://www.rundiffusion.com/juggernaut-pro-flux?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v8&utm_content=cross_promo_pro_flux) | FLUX.1 backbone — top-tier photo quality | | |
| ## Two Ways to Run Juggernaut XL v8 | |
| ### 🚀 Easiest — Run it on RunDiffusion (recommended) | |
| One-click access inside ComfyUI, Forge, Automatic1111, Fooocus, InvokeAI, or SwarmUI. **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_xl_v8&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-v8", | |
| torch_dtype=torch.float16, | |
| 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_v8.png") | |
| ``` | |
| For ComfyUI / Forge / InvokeAI / SwarmUI: download the single-file checkpoint 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 | | |
| ### Useful Prompt Keywords | |
| ``` | |
| 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 | |
| ``` | |
| 📖 **Want to go deeper?** See the [**RunDiffusion prompting library**](https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v8&utm_content=prompting_inline). Free to read, no signup. | |
| ## 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 v8 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_v8&utm_content=credits)**. Photographic backbone: **RunDiffusion Photo v1**. | |
| --- | |
| <div align="center"> | |
| <h3>Ready to generate?</h3> | |
| <p>v8, v9, and every other Juggernaut — one click away on RunDiffusion.</p> | |
| <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v8&utm_content=footer_cta"><img alt="Try Juggernaut on RunDiffusion — Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20on%20RunDiffusion%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_v8&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_v8&utm_content=footer_prompting">Prompting guides</a> · <a href="mailto:juggernaut@rundiffusion.com">Commercial licensing</a></sub></p> | |
| </div> | |