<h1 id="sigmajourney-pixart-e-+-mjv6-a5s3t3skn">SigmaJourney - Pixart E + MJv6</h1>This is a finetuned version of Pixart Sigma (E). Improvement in aestheticEnhanced MidJourney v6 StyleUsage:<ul><li>SD NEXT: <a target="_blank" rel="ugc" href="https://github.com/vladmandic/automatic">https://github.com/vladmandic/automatic</a></li><li>ComfyUI with ExtraModels Node: <a target="_blank" rel="ugc" href="https://github.com/city96/ComfyUI_ExtraModels">https://github.com/city96/ComfyUI_ExtraModels</a></li><li>Diffusers pipeline</li></ul><pre><code>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(model_id, 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.jpg")
</code></pre>

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