---
license: creativeml-openrail-m
base_model: "PixArt-alpha/PixArt-Sigma-XL-2-1024-MS"
tags:
  - stable-diffusion
  - stable-diffusion-diffusers
  - text-to-image
  - diffusers
  - full


inference: true
widget:
- text: 'A blonde sexy girl, wearing glasses at latex shirt and a blue beanie with a tattoo, blue and white, highly detailed, sublime, extremely beautiful, sharp focus, refined, cinematic, intricate, elegant, dynamic, rich deep colors, bright color, shining light, attractive, cute, pretty, background full, epic composition, dramatic atmosphere, radiant, professional, stunning'
  parameters:
    negative_prompt: 'blurry, cropped, ugly'
  output:
    url: ./assets/1.png
- text: 'a wizard with a glowing staff and a glowing hat, colorful magic, dramatic atmosphere, sharp focus, highly detailed, cinematic, original composition, fine detail, intricate, elegant, creative, color spread, shiny, amazing, symmetry, illuminated, inspired, pretty, attractive, artistic, dynamic background, relaxed, professional, extremely inspirational, beautiful, determined, cute, adorable, best'
  parameters:
    negative_prompt: 'blurry, cropped, ugly'
  output:
    url: ./assets/2.png
- text: 'girl in modern car, intricate, elegant, highly detailed, extremely complimentary colors, beautiful, glowing aesthetic, pretty, dramatic light, sharp focus, perfect composition, clear artistic color, calm professional background, precise, joyful, emotional, unique, cute, best, gorgeous, great delicate, expressive, thought, iconic, fine, awesome, creative, winning, charming, enhanced'
  parameters:
    negative_prompt: 'blurry, cropped, ugly'
  output:
    url: ./assets/3.png
- text: 'girl in modern car, intricate, elegant, highly detailed, extremely complimentary colors, beautiful, glowing aesthetic, pretty, dramatic light, sharp focus, perfect composition, clear artistic color, calm professional background, precise, joyful, emotional, unique, cute, best, gorgeous, great delicate, expressive, thought, iconic, fine, awesome, creative, winning, charming, enhanced'
  parameters:
    negative_prompt: 'blurry, cropped, ugly'
  output:
    url: ./assets/3.png
- text: 'A girl stands amidst scattered glass shards, surrounded by a beautifully crafted and expansive world. The scene is depicted from a dynamic angle, emphasizing her determined expression. The background features vast landscapes with floating crystals and soft, glowing lights that create a mystical and grand atmosphere.'
  parameters:
    negative_prompt: 'blurry, cropped, ugly'
  output:
    url: ./assets/ComfyUI_PixArt_00036_.png
---

# SigmaJourney: PixartSigma + MidJourney v6


<Gallery />


## Inference

### ComfyUI
- Download model file `transformer/diffusion_pytorch_model.safetensors` and put into `ComfyUI/models/checkpoints`
- Use ExtraModels node: https://github.com/city96/ComfyUI_ExtraModels?tab=readme-ov-file#pixart

![image/png](https://cdn-uploads.huggingface.co/production/uploads/643c7e91b409fef15e0bd11b/MJfTShin1fYOOCo4mTv2-.png)

```python
import torch
from diffusers import DiffusionPipeline



model_id = "toilaluan/SigmaJourney"
prompt = "An astronaut is riding a horse through the jungles of Thailand."
negative_prompt = "malformed, disgusting, overexposed, washed-out"

pipeline = DiffusionPipeline.from_pretrained(model_id)
pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu')
image = pipeline(
    prompt=prompt,
    negative_prompt='blurry, cropped, ugly',
    num_inference_steps=30,
    generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(1641421826),
    width=1024,
    height=1024,
    guidance_scale=7.5,
    guidance_rescale=0.0,
).images[0]
image.save("output.png", format="PNG")
```