---
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
- photography
- cinematic
- portrait
- juggernaut
- rundiffusion
- kandooai
---
> Juggernaut X (v10) is a **ground-up retrain** of the Juggernaut SDXL line. Not a fine-tune of v9 โ the entire dataset was re-captioned with **GPT-4 Vision**, image classifications were rebuilt from scratch, and the model was trained fresh against an expanded, higher-quality image set. The result: noticeably better prompt adherence, cleaner shot-type control, and native text-rendering capability.
## What's Different in X / v10
- ๐ง **Retrained from the ground up** โ not fine-tuned on top of a previous Juggernaut.
- ๐๏ธ **GPT-4 Vision captioning** โ dataset re-captioned with detailed, structured language descriptions.
- ๐ฏ **Stronger prompt adherence** โ does what you ask more often, with less wrestling.
- ๐ธ **Cleaner shot-type classification** โ Full Body, Mid Shot, Portrait, etc., now distinct in the model's understanding.
- ๐ค **Native text rendering** โ handles legible signage, labels, and short phrases directly.
- ๐ผ๏ธ **RunDiffusion Photo** refinement โ same photographic backbone that made v9 popular.
---
๐ Skip the setup. Try Juggernaut X in your browser.
No installs. No GPU rental. No model downloads. Just generate.
Pre-loaded into ComfyUI ยท Forge ยท Automatic1111 ยท Fooocus ยท InvokeAI ยท SwarmUI
---
## Two Prompting Styles
X supports two distinct prompt styles. Pick whichever fits your workflow:
| Style | Best for | Example |
| --- | --- | --- |
| **Natural language** | Storytelling, scenes, complex instructions | *"A photographer on a windswept cliff at golden hour, holding a vintage Leica, the ocean churning below"* |
| **Tagging** | Quick iteration, established workflows, LoRA stacking | *`photograph, photographer, cliff, golden hour, vintage Leica camera, ocean, waves, cinematic lighting`* |
๐ **For deeper prompting technique** โ 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.
## Two Ways to Run Juggernaut X
### ๐ Easiest โ Run it on RunDiffusion (recommended)
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.
### ๐ป Or run it locally โ Diffusers
```python
import torch
from diffusers import DiffusionPipeline
pipe = DiffusionPipeline.from_pretrained(
"RunDiffusion/Juggernaut-X-v10",
torch_dtype=torch.float16,
use_safetensors=True,
).to("cuda")
prompt = "A photographer on a windswept cliff at golden hour, holding a vintage Leica, the ocean churning below, cinematic lighting, hyperdetailed photography"
image = pipe(prompt, width=832, height=1216, num_inference_steps=35, guidance_scale=5.0).images[0]
image.save("juggernaut_x_v10.png")
```
For ComfyUI / Forge / InvokeAI / SwarmUI: download the single-file checkpoint and drop it into your `models/checkpoints/` directory.
## Recommended Settings
| Parameter | Value |
| --- | --- |
| Resolution | `832 ร 1216` (portrait) ยท `1216 ร 832` (landscape) |
| Sampler | `DPM++ 2M Karras` |
| Steps | `30 โ 40` |
| CFG scale | `3 โ 7` (lower = more realistic) |
| VAE | **Already baked in** โ no external VAE required |
## Two Versions: SAFE and Standard
Juggernaut X ships in two flavors:
- **Juggernaut X** *(this repo)* โ the standard creative model.
- **Juggernaut X SAFE** โ 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.
## Looking For Something Different?
| Model | Why pick it |
| --- | --- |
| [**Juggernaut XL v9**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9) | The most popular Juggernaut โ proven SDXL photorealism workhorse. **6M+ downloads.** |
| [**Juggernaut XI v11**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) | Continuation of the SDXL line, post-X refinement |
| [**Juggernaut Z**](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image) | Lumina-Image-2 architecture โ cinematic, presentation-ready |
| [**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 โ top-tier photo quality with strong consistency |
## Commercial Use
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)**.
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).
## Credits
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.
---
