How to use CiroN2022/escher-blend 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-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("CiroN2022/escher-blend") prompt = "An enigmatic nod to Escher's work:1.2, this artwork blurs the boundaries between realism:1.1 and abstraction:1.1, transforming geometric shapes:1.1 into a surreal and paradoxical landscape:1.2. , art by escher, " image = pipe(prompt).images[0]
