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
File size: 6,038 Bytes
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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
- juggernaut
- rundiffusion
- kandooai
---
<div align="center">
<a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7&utm_content=header_banner">
<img src="https://huggingface.co/RunDiffusion/Juggernaut-XL-v7/resolve/main/assets/Juggernaut_Banner.webp" alt="Juggernaut β by RunDiffusion" />
</a>
<h1>Juggernaut XL v7 by RunDiffusion</h1>
<p><i>RunDiffusion Photo v1 β the v6 β v8 stepping stone in the SDXL line.</i></p>
<p>
<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 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>
</p>
<p>
<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">
</p>
</div>
> 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.
> **β οΈ 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.
## When to use v7
- π¬ You have **LoRAs or pipelines specifically validated against v7**.
- π You're auditing the Juggernaut release line for research.
For new projects, **start with the latest Juggernaut models** instead.
---
<div align="center">
<h3>π Don't pick a version. Try every Juggernaut on RunDiffusion.</h3>
<p>v6, v7, v8, v9, X, XI, Z, and Pro Flux β all pre-loaded. <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_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>
<p><i>Pre-loaded into ComfyUI Β· Forge Β· Automatic1111 Β· Fooocus Β· InvokeAI Β· SwarmUI</i></p>
</div>
---
## The Newer Juggernauts
| Model | Why upgrade |
| --- | --- |
| [**Juggernaut XL v9**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9) | Direct successor β RunDiffusion Photo v2. **6M+ downloads.** |
| [**Juggernaut X / XI**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) | Ground-up retrains with GPT-4V captions |
| [**Juggernaut Z**](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image) | Lumina-Image-2 architecture β cinematic, presentation-ready |
| [**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 β top-tier photo quality |
## Recommended Settings
| Parameter | Value |
| --- | --- |
| Resolution | `832 Γ 1216` (portrait) Β· `1216 Γ 832` (landscape) |
| Sampler | `DPM++ 2M Karras` |
| Steps | `30 β 40` |
| CFG scale | `3 β 7` (lower = more realistic) |
| VAE | **Already baked in** β no external VAE required |
π **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.
## Commercial Use
This model **may not be deployed behind paid API services** without explicit licensing. Contact **[juggernaut@rundiffusion.com](mailto:juggernaut@rundiffusion.com)** for commercial licensing.
Personal/creative use under [CreativeML Open RAIL-M](https://huggingface.co/spaces/CompVis/stable-diffusion-license).
## Credits
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**.
---
<div align="center">
<h3>Ready to generate?</h3>
<p>Every Juggernaut model β one click away on RunDiffusion.</p>
<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 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>
<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> Β· <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> Β· <a href="mailto:juggernaut@rundiffusion.com">Commercial licensing</a></sub></p>
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