README.md

---
language:
- en
license: cc-by-nc-nd-4.0
library_name: diffusers
tags:
- art
- people
- diffusion
- Cinematic
- Photography
- Landscape
- Interior
- Food
- Car
- Wildlife
- Architecture
- Neuron
- Inferentia
thumbnail: >-
  https://storage.googleapis.com/run-diffusion-public-assets/juggernaut-xi/juggernaut-collage-256.webp
base_model: stabilityai/stable-diffusion-xl-base-1.0
pipeline_tag: text-to-image
---

# Juggernaut XI v11 by RunDiffusion (Official) - Neuron

![juggernaut XI photo previews](https://storage.googleapis.com/run-diffusion-public-assets/juggernaut-xi/juggernaut-collage-832.webp)
![RunDiffusion Logo](https://imagedelivery.net/siANnpeNAc_S2q1M3-eDrA/ca2b388d-a835-490c-dec0-e764bee8d000/micro)

- Amazing prompt adherence ✅
- Massively improved aesthetics
- Better hands, eyes, faces, and compostion
- Fully trained from the ground up using the GPT4 Vision Captioning tool by LEOSAM 🛠️
- Expanded and cleaner dataset with higher quality images 🖼️
- Improved classifications of shots (Full Body, Midshots, Portraits, etc) 📸
- Enhanced text generation capability 📝
- Two different prompting techniques, Natural and Tagging style 🏷️
- Enhanced by RunDiffusion Photo for refinement of details 🧐

Read more about this version here https://rundiffusion.com/juggernaut-xi


Prompting Guide 📘
Because everything has been trained from the ground up, prompting is a bit different. (Simpler, don't worry) @Kandoo has created a guide to help you seamlessly integrate this powerful model into your workflow, enabling you to leverage its advanced capabilities without feeling overwhelmed. Download it here: https://rundiffusion.com/juggernaut-xl#nav

Don't forget to follow RunDiffusion team on Twitter.

https://x.com/RunDiffusion


![https://rundiffusion.com?utm_source=huggingface&utm_medium=referral&utm_campaign=juggernautv11](https://i.imgur.com/fKPEqSu.jpg)

## Usage
```python
from diffusers import DPMSolverMultistepScheduler
from optimum.neuron import NeuronStableDiffusionXLPipeline

pipeline = NeuronStableDiffusionXLPipeline.from_pretrained("Shekswess/Juggernaut-XI-v11-Neuron", device_ids=[0, 1])
pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config)

prompt = "A swirling beautiful exploding scene of magical wonders and surreal ideas and objects with portraits of beautiful woman with silk back to camera, flowers, light, cosmic wonder, nebula, high-resolution"
negative_prompt = "fake eyes, deformed eyes, bad eyes, cgi, 3D, digital, airbrushed, hands, hand"
image = pipeline(prompt=prompt, negative_prompt=negative_prompt).images[0].save("output.png")
```

## Original Model
[Model](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11)

## Precision
BFloat16 (bf16)
For Matrix Multiplication Operations.