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---
base_model: PixArt-alpha/PixArt-Sigma-XL-2-1024-MS
library_name: diffusers
license: creativeml-openrail-m
tags:
- stable-diffusion
- stable-diffusion-diffusers
- text-to-image
- diffusers
- full
- pixart
- pixart sigma
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: 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_00040_.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
- text: A close-up shot of a beautiful girl in a serene world. She has white hair
and is blindfolded, with a calm expression. Her hands are pressed together in
a prayer pose, with fingers interlaced and palms touching. The background is softly
blurred, enhancing her ethereal presence.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/ComfyUI_PixArt_00041_.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
```python
import torch
from diffusers import DiffusionPipeline, EulerAncestralDiscreteScheduler
from diffusers.models import PixArtTransformer2DModel
model_id = "TensorFamily/SigmaJourney"
negative_prompt = "malformed, disgusting, overexposed, washed-out"
pipeline = DiffusionPipeline.from_pretrained("PixArt-alpha/PixArt-Sigma-XL-2-1024-MS", torch_dtype=torch.float16)
pipeline.transformer = PixArtTransformer2DModel.from_pretrained(model_id, subfolder="transformer", torch_dtype=torch.float16)
pipeline.scheduler = EulerAncestralDiscreteScheduler.from_config(pipeline.scheduler.config)
pipeline.to('cuda' if torch.cuda.is_available() else 'cpu')
prompt = "On the left, there is a red cube. On the right, there is a blue sphere. On top of the red cube is a dog. On top of the blue sphere is a cat"
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=5.5,
).images[0]
image.save("output.png", format="JPEG")
``` |