Text-to-Image
Diffusers
English
StableDiffusionXLPipeline
stable-diffusion
stable-diffusion-xl
sdxl
photorealistic
juggernaut
rundiffusion
kandooai
Instructions to use RunDiffusion/Juggernaut-XL-v7 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use RunDiffusion/Juggernaut-XL-v7 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-v7", 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
Marketing-flow rewrite: legacy positioning, fp16 fix variant pointer, full CTA flow
Browse files
README.md
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---
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language:
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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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thumbnail: https://imagedelivery.net/siANnpeNAc_S2q1M3-eDrA/7bbcc140-3e88-442d-d127-85a79e7fbb00/padthumb
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base_model: stabilityai/stable-diffusion-xl-base-1.0
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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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- 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_v7&utm_content=header_banner">
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<img src="https://huggingface.co/RunDiffusion/Juggernaut-XL-v7/resolve/main/assets/Juggernaut_Banner.webp" alt="Juggernaut — by RunDiffusion" />
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</a>
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<h1>Juggernaut XL v7 by RunDiffusion</h1>
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<p><i>RunDiffusion Photo v1 — the v6 → v8 stepping stone in the SDXL line.</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_v7&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>
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</p>
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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_v7&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_v7&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> <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 v7 sits between [**v6**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v6) and [**v8**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v8) in the **RunDiffusion Photo v1** generation of the Juggernaut SDXL line. Released for users who needed a refresh between the major v6 and v8 milestones.
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> **⚠️ FP16 users:** if you see black images or NaN errors in fp16 inference, use the [**v7-fp16-vae-fix variant**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v7-fp16-vae-fix) instead.
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## When to use v7
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- 🔬 You have **LoRAs or pipelines specifically validated against v7**.
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- 📚 You're auditing the Juggernaut release line for research.
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For new projects, **start with the latest Juggernaut models** instead.
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---
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<div align="center">
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<h3>🚀 Don't pick a version. Try every Juggernaut on RunDiffusion.</h3>
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<p>v6, v7, v8, v9, X, XI, Z, and Pro Flux — all pre-loaded. <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_v7&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 · Forge · Automatic1111 · Fooocus · InvokeAI · 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 — RunDiffusion Photo v2. **6M+ downloads.** |
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| [**Juggernaut X / XI**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) | Ground-up retrains with GPT-4V captions |
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| [**Juggernaut Z**](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image) | Lumina-Image-2 architecture — 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_v7&utm_content=cross_promo_pro_flux) | FLUX.1 backbone — top-tier photo quality |
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## Recommended Settings
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| Parameter | Value |
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| --- | --- |
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| Resolution | `832 × 1216` (portrait) · `1216 × 832` (landscape) |
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| Sampler | `DPM++ 2M Karras` |
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| Steps | `30 – 40` |
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| CFG scale | `3 – 7` (lower = more realistic) |
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| VAE | **Already baked in** — no external VAE required |
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📖 **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_v7&utm_content=prompting_inline). Free to read, no signup.
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## Commercial Use
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This model **may not be deployed behind paid API services** without explicit licensing. Contact **[juggernaut@rundiffusion.com](mailto:juggernaut@rundiffusion.com)** for commercial licensing.
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Personal/creative use under [CreativeML Open RAIL-M](https://huggingface.co/spaces/CompVis/stable-diffusion-license).
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## Credits
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Juggernaut XL v7 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_v7&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>Every Juggernaut model — 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_v7&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>
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<p><sub><a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7&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_v7&utm_content=footer_prompting">Prompting guides</a> · <a href="mailto:juggernaut@rundiffusion.com">Commercial licensing</a></sub></p>
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</div>
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