Text-to-Image
Diffusers
English
StableDiffusionXLPipeline
stable-diffusion
stable-diffusion-xl
sdxl
photorealistic
photography
cinematic
portrait
juggernaut
rundiffusion
kandooai
Instructions to use RunDiffusion/Juggernaut-X-v10 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use RunDiffusion/Juggernaut-X-v10 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-X-v10", torch_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 retrofit: hero/midpage/footer CTAs, prompting library link, two ways to run, HTML headings
Browse files
README.md
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<p><i>The ground-up retrain β GPT-4V captions, sharper prompt adherence, native text rendering.</i></p>
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## What's Different in X / v10
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- **Retrained from the ground up** β not fine-tuned on top of a previous Juggernaut.
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- **GPT-4 Vision captioning** β dataset re-captioned with detailed, structured language descriptions.
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- **Stronger prompt adherence** β does what you ask more often, with less wrestling.
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- **Cleaner shot-type classification** β Full Body, Mid Shot, Portrait, etc., now distinct in the model's understanding.
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- **Native text rendering** β handles legible signage, labels, and short phrases directly.
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- **RunDiffusion Photo** refinement β same photographic backbone that made v9 popular.
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## Two Prompting Styles
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| Style | Best for | Example |
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| --- | --- | --- |
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| **Natural language** | Storytelling, scenes, complex instructions | *"A photographer on a windswept cliff at golden hour, holding a vintage Leica, the ocean churning below"* |
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| **Tagging** | Quick iteration, established workflows, LoRA stacking | *`photograph, photographer, cliff, golden hour, vintage Leica camera, ocean, waves, cinematic lighting`* |
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##
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```python
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import torch
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prompt = "A photographer on a windswept cliff at golden hour, holding a vintage Leica, the ocean churning below, cinematic lighting, hyperdetailed photography"
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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_x_v10.png")
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```
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For ComfyUI
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## Two Versions: SAFE and Standard
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- **Juggernaut X** *(this repo)* β the standard creative model.
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- **Juggernaut X SAFE** β a safety-tuned variant for workplace, education, and family-friendly contexts. Available exclusively on **[RunDiffusion via Fooocus](https://www.rundiffusion.com/juggernaut-xl?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_x_v10&utm_content=safe_variant)**. *SAFE* = **S**uitable **A**i **F**or **E**veryone.
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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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Juggernaut X (v10) 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_x_v10&utm_content=credits)**. Dataset re-captioned with the **GPT-4 Vision Captioning** tool by **[LEOSAM](https://civitai.com/user/LEOSAM)**. Photographic backbone by the RunDiffusion Photo team.
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<p><i>The ground-up retrain β GPT-4V captions, sharper prompt adherence, native text rendering.</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_x_v10&utm_content=hero_cta"><img alt="Try Juggernaut X β Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20X%20%E2%80%94%20Free-7C3AED?style=for-the-badge&labelColor=7C3AED"></a>
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<a href="https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_x_v10&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_x_v10&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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## What's Different in X / v10
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- π§ **Retrained from the ground up** β not fine-tuned on top of a previous Juggernaut.
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- ποΈ **GPT-4 Vision captioning** β dataset re-captioned with detailed, structured language descriptions.
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- π― **Stronger prompt adherence** β does what you ask more often, with less wrestling.
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- πΈ **Cleaner shot-type classification** β Full Body, Mid Shot, Portrait, etc., now distinct in the model's understanding.
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- π€ **Native text rendering** β handles legible signage, labels, and short phrases directly.
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- πΌοΈ **RunDiffusion Photo** refinement β same photographic backbone that made v9 popular.
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---
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<div align="center">
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<h3>π Skip the setup. Try Juggernaut X in your browser.</h3>
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<p>No installs. No GPU rental. No model downloads. <b>Just generate.</b></p>
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<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_x_v10&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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## Two Prompting Styles
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X supports two distinct prompt styles. Pick whichever fits your workflow:
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| Style | Best for | Example |
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| --- | --- | --- |
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| **Natural language** | Storytelling, scenes, complex instructions | *"A photographer on a windswept cliff at golden hour, holding a vintage Leica, the ocean churning below"* |
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| **Tagging** | Quick iteration, established workflows, LoRA stacking | *`photograph, photographer, cliff, golden hour, vintage Leica camera, ocean, waves, cinematic lighting`* |
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π **For deeper prompting technique** β see the [**RunDiffusion prompting library**](https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_x_v10&utm_content=prompting_inline). Free to read, no signup.
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## Two Ways to Run Juggernaut X
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### π Easiest β Run it on RunDiffusion (recommended)
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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.
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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_x_v10&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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prompt = "A photographer on a windswept cliff at golden hour, holding a vintage Leica, the ocean churning below, cinematic lighting, hyperdetailed photography"
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image = pipe(prompt, width=832, height=1216, num_inference_steps=35, guidance_scale=5.0).images[0]
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image.save("juggernaut_x_v10.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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## Two Versions: SAFE and Standard
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- **Juggernaut X** *(this repo)* β the standard creative model.
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- **Juggernaut X SAFE** β a safety-tuned variant for workplace, education, and family-friendly contexts. Available exclusively on **[RunDiffusion via Fooocus](https://www.rundiffusion.com/juggernaut-xl?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_x_v10&utm_content=safe_variant)**. *SAFE* = **S**uitable **A**i **F**or **E**veryone.
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## Looking For Something Different?
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| Model | Why pick it |
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| [**Juggernaut XL v9**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9) | The most popular Juggernaut β proven SDXL photorealism workhorse. **6M+ downloads.** |
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| [**Juggernaut XI v11**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) | Continuation of the SDXL line, post-X refinement |
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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_x_v10&utm_content=cross_promo_pro_flux) | FLUX.1 backbone β top-tier photo quality with strong consistency |
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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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Juggernaut X (v10) 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_x_v10&utm_content=credits)**. Dataset re-captioned with the **GPT-4 Vision Captioning** tool by **[LEOSAM](https://civitai.com/user/LEOSAM)**. Photographic backbone by the RunDiffusion Photo team.
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<div align="center">
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<h3>Ready to generate?</h3>
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<p>Juggernaut X is one click away β no setup, no GPU rental, no model downloads.</p>
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<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_x_v10&utm_content=footer_cta"><img alt="Try Juggernaut X β Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20X%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_x_v10&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_x_v10&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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