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 Settings
- Draw Things
- DiffusionBee
Refresh model card: banner header, social proof, position v6 as legacy SDXL release, cross-link newer models, drop Auto1111/stale refs
Browse files
README.md
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---
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language:
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- en
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license: creativeml-openrail-m
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library_name: diffusers
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- art
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- people
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- diffusion
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- Cinematic
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- Photography
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- Landscape
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- Interior
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- Food
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- Car
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- Wildlife
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- Architecture
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thumbnail: https://imagedelivery.net/siANnpeNAc_S2q1M3-eDrA/a38aa9e8-e3cf-4d43-afbd-fd1de0896500/padthumb
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base_model: stabilityai/stable-diffusion-xl-base-1.0
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Juggernaut
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---
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license: creativeml-openrail-m
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language:
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- en
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library_name: diffusers
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pipeline_tag: text-to-image
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base_model: stabilityai/stable-diffusion-xl-base-1.0
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tags:
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- stable-diffusion
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- stable-diffusion-xl
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- sdxl
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- text-to-image
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- photorealistic
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- photography
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- cinematic
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- portrait
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- juggernaut
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- rundiffusion
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- kandooai
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---
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<div align="center">
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<a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&utm_content=header_banner">
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<img src="https://huggingface.co/RunDiffusion/Juggernaut-XL-v6/resolve/main/assets/Juggernaut_Banner.webp" alt="Juggernaut β by RunDiffusion" />
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</a>
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<h1>Juggernaut XL v6 by RunDiffusion</h1>
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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://www.rundiffusion.com/juggernaut-xl?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&utm_content=cta_primary"><img alt="Run Juggernaut on RunDiffusion" src="https://img.shields.io/badge/%E2%96%B6%20Run%20on%20RunDiffusion-7C3AED?style=for-the-badge&labelColor=7C3AED"></a> <a href="https://civitai.com/models/133005/juggernaut-xl"><img alt="Civitai" src="https://img.shields.io/badge/Civitai-Overwhelmingly%20Positive-1971c2?style=for-the-badge&labelColor=1f1f23"></a> <a href="https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0"><img alt="Base Model: SDXL 1.0" src="https://img.shields.io/badge/%F0%9F%A4%97%20Base%20Model-SDXL%201.0-FFD21E?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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> Juggernaut XL v6 is the **original** photo-fused SDXL release in the Juggernaut line β the version that introduced **RunDiffusion Photo v1** to the Juggernaut family and turned it into the most-downloaded SDXL fine-tune in the world. Two years on, **3M+ downloads** and counting.
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## When to use v6
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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 specifically** and want bit-for-bit consistency.
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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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| Newer 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 |
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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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## Recommended Settings
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| Parameter | Value |
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| --- | --- |
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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. Heavy negatives often hurt more than they help on this model.
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## Useful Prompt Keywords
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These tokens reliably steer output on the v6 aesthetic:
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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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## Quick Start (Diffusers)
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```python
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import torch
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from diffusers import DiffusionPipeline
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pipe = DiffusionPipeline.from_pretrained(
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"RunDiffusion/Juggernaut-XL-v6",
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torch_dtype=torch.float16,
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use_safetensors=True,
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).to("cuda")
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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"
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image = pipe(
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prompt,
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width=832, height=1216,
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num_inference_steps=35,
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guidance_scale=5.0,
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).images[0]
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image.save("juggernaut_xl_v6.png")
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```
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For ComfyUI, Forge, InvokeAI, or SwarmUI: download the single-file checkpoint and drop it into your `models/checkpoints/` directory.
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## Commercial Use
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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)**.
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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).
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## Credits
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Juggernaut XL v6 was created by **[KandooAI](https://twitter.com/Colorblind_Adam)** in collaboration with **[RunDiffusion](https://www.rundiffusion.com/?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&utm_content=credits)**. The photographic backbone β **RunDiffusion Photo v1** β was developed by the RunDiffusion team. Thanks to **Adam Stewart** for testing and prompting workflow.
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## Links
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- π **Run it on RunDiffusion** β [rundiffusion.com/juggernaut-xl](https://www.rundiffusion.com/juggernaut-xl?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&utm_content=footer_run)
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- π§° **Compare the full Juggernaut lineup** β [rundiffusion.com/juggernaut](https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v6&utm_content=footer_lineup)
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- π¨ **Civitai listing** β [civitai.com/models/133005](https://civitai.com/models/133005/juggernaut-xl)
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- π **Base model** β [stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0)
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