How to use Muapi/rough-concept-art 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("Muapi/rough-concept-art") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0]
https://huggingface.co/Muapi/rough-concept-art/resolve/main/preview.jpg
hf download hf://Muapi/rough-concept-art/preview.jpg
curl -L -o preview.jpg https://huggingface.co/Muapi/rough-concept-art/resolve/main/preview.jpg
