Diffusers How to use furaidosu/tosti-v2-qwen-image-2512 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/tosti-v2-qwen-image-2512")
prompt = "A frontal portrait of a man shown from the shoulders upward, centered in the frame. He has dark eyebrows, brown eyes, and a full black beard and mustache. His eyes are open and looking straight forward.He is wearing rectangular glasses with dark frames. A black helmet covers the top of his head, secured with straps hanging down on both sides. A white symbol composed of rounded shapes is visible on the front of the helmet.He is dressed in a dark jacket over a light shirt. His posture is upright and symmetrical.The camera is positioned directly in front of him at eye level. The background is a solid bright yellow color with no objects or text. Lighting is even."
image = pipe(prompt).images[0] 
