How to use Shakker-Labs/FLUX.1-dev-LoRA-Miniature-World with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("Shakker-Labs/FLUX.1-dev-LoRA-Miniature-World") prompt = "a meticulously crafted miniature scene set against a backdrop of slices of salmon. The salmon slices are arranged to resemble mountains with snow-capped peaks. There are miniature boats filled with red caviar and miniature figures are seen engaging in various activities on the boats. The overall theme appears to be a playful representation of a serene lakeside scene." image = pipe(prompt).images[0]
