Diffusers How to use furaidosu/dott-4k-v2-qwen-image-2512-ckpt10 with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Qwen/Qwen-Image-2512", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("furaidosu/dott-4k-v2-qwen-image-2512-ckpt10")
prompt = "a cozy, rustic interior with a sloped wooden ceiling and exposed beams, the floor is made of red brick tiles, and the walls are rough stone, on the left, a stone sink with a metal faucet sits beneath a stack of wooden planks leaning against the wall, a small window lets in soft daylight, illuminating part of the room, hanging on the wall near the window are two metal pots and a wooden cabinet that appears to be floating or tilted, below the window, a white towel hangs from a wooden rack, a large wooden barrel stands beside a tall cabinet with glass doors, displaying a green vase and some wooden sticks, in front of the cabinet is a simple wooden bench, to the right, an arched door with a round window is slightly ajar, and next to it is a rectangular door with a brass doorknob, above the doors, two hats hang on the wall, in the foreground, shadows suggest the presence of a person wearing a wide-brimmed hat, partially obscuring the view, the atmosphere feels warm and lived-in, with a hint of mystery"
image = pipe(prompt).images[0] 
