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("ziadaburas/text-to-image-shape")
prompt = "blue star"
image = pipe(prompt).images[0]text-to-image-shape
- Prompt
- blue star
Model description
convert text to image shape
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Base model
stabilityai/stable-diffusion-xl-base-1.0