How to use SteveWCG/trained_protect 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-medium-diffusers", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("SteveWCG/trained_protect") prompt = "A photo of a bike lane with a buffer zone of protective bollards separating cyclists from moving car traffic." image = pipe(prompt).images[0]
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