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-v6 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use RunDiffusion/Juggernaut-XL-v6 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-v6", 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 for centering
Browse files
README.md
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<p><i>The original RunDiffusion Photo-fused SDXL release β over 3 million downloads strong.</i></p>
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V6 still serves a real audience. Choose it when you:
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- Have **LoRAs, ControlNets, embeddings, or pipelines trained or tuned against v6
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- Run an **automated production pipeline** that has been validated against v6 and you don't want to revalidate against a newer checkpoint.
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- Need the exact **v6 aesthetic** β slightly softer lighting and more muted contrast than the later versions.
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For new projects, **start with the latest Juggernaut models** instead β they apply two years of additional training, captioning, and photo-model improvements
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| [**Juggernaut XL v9**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9) | Direct successor on SDXL β RunDiffusion Photo v2, sharper skin, stronger lighting |
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| [**Juggernaut XI / X**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) | Latest SDXL-line refinements with improved prompt adherence |
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| [**Juggernaut Z**](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image) | Lumina-Image-2 architecture β cinematic, presentation-ready out of the box |
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| [**Juggernaut Pro Flux**](https://www.rundiffusion.com/juggernaut-pro-flux?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&utm_content=cross_promo_pro_flux) | FLUX.1 backbone β highest photo quality with strong consistency |
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| VAE | **Already baked in** β no external VAE required |
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| Hi-Res fix | `4xNMKD-Siax_200k` upscaler Β· 15 steps Β· 0.3 denoise Β· 1.5Γ upscale |
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##
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Hyperdetailed Photography Β· Cinematic Movie Β· Still Mid Shot Photo
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Full Body Photo Β· Skin Details
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```
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##
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```python
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import torch
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image.save("juggernaut_xl_v6.png")
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```
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For ComfyUI
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## Commercial Use
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## Credits
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Juggernaut XL v6 was created by **[KandooAI](https://twitter.com/
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<p><i>The original RunDiffusion Photo-fused SDXL release β over 3 million downloads strong.</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_xl_v6&utm_content=hero_cta"><img alt="Try Juggernaut on RunDiffusion β 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>
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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_xl_v6&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_v6&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">
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</p>
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</div>
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V6 still serves a real audience. Choose it when you:
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- π¬ Have **LoRAs, ControlNets, embeddings, or pipelines trained or tuned against v6** and want bit-for-bit consistency.
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- π Run an **automated production pipeline** that has been validated against v6 and you don't want to revalidate against a newer checkpoint.
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- π¨ Need the exact **v6 aesthetic** β slightly softer lighting and more muted contrast than the later versions.
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For new projects, **start with the latest Juggernaut models** instead β they apply two years of additional training, captioning, and photo-model improvements.
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---
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<div align="center">
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<h3>π Don't pick a version. Try every Juggernaut on RunDiffusion.</h3>
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<p>v6, v9, X, XI, Z, and Pro Flux β all pre-loaded. Switch in two clicks. <b>No installs. No model downloads.</b></p>
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<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&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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---
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## The Newer Juggernauts
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| Model | Why upgrade |
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| --- | --- |
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| [**Juggernaut XL v9**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9) | Direct successor on SDXL β RunDiffusion Photo v2, sharper skin, stronger lighting. **6M+ downloads.** |
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| [**Juggernaut XI / X**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) | Ground-up retrains with GPT-4V captions β better prompt adherence |
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| [**Juggernaut Z**](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image) | Lumina-Image-2 architecture 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_xl_v6&utm_content=cross_promo_pro_flux) | FLUX.1 backbone β top-tier photo quality with strong consistency |
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## Two Ways to Run Juggernaut XL v6
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### π Easiest β Run it on RunDiffusion (recommended)
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One-click access inside the UI you already know β ComfyUI, Forge, Automatic1111, Fooocus, InvokeAI, or SwarmUI. **Free trial included**, plus access to every other Juggernaut model on the same account.
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<div align="center">
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<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&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>
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</div>
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### π» Or run it locally β Diffusers
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```python
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import torch
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image.save("juggernaut_xl_v6.png")
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```
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For ComfyUI / Forge / InvokeAI / SwarmUI: download the single-file checkpoint and drop it into your `models/checkpoints/` directory.
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## Recommended Settings
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| Parameter | Value |
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| Resolution | `832 Γ 1216` (portrait) Β· `1216 Γ 832` (landscape) |
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| Sampler | `DPM++ 2M Karras` |
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| Steps | `30 β 40` |
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| CFG scale | `3 β 7` (lower = more realistic) |
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| VAE | **Already baked in** β no external VAE required |
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| Hi-Res fix | `4xNMKD-Siax_200k` upscaler Β· 15 steps Β· 0.3 denoise Β· 1.5Γ upscale |
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> **Negative prompts:** start with **none**. Add specific things you don't want as you iterate.
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### Useful Prompt Keywords
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```
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Architecture Photography Β· Wildlife Photography Β· Car Photography
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Food Photography Β· Interior Photography Β· Landscape Photography
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Hyperdetailed Photography Β· Cinematic Movie Β· Still Mid Shot Photo
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Full Body Photo Β· Skin Details
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```
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π **Want to go deeper?** Sampler choices, multi-subject framing, lighting language, negative-prompt strategy β see the [**RunDiffusion prompting library**](https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&utm_content=prompting_inline). Free to read, no signup.
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## Commercial Use
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## Credits
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Juggernaut XL v6 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_v6&utm_content=credits)**. Photographic backbone: **RunDiffusion Photo v1**.
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<div align="center">
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<h3>Ready to generate?</h3>
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<p>v6, v9, and every other Juggernaut β one click away on RunDiffusion.</p>
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<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&utm_content=footer_cta"><img alt="Try Juggernaut on RunDiffusion β 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>
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<p><sub><a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&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_xl_v6&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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