How to use crystalwizard/Surreal-abstractions with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-3.5-large", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("crystalwizard/Surreal-abstractions") prompt = "surreal-heads a girl walking a dog" image = pipe(prompt).images[0]
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