How to use furaidosu/tostiadvbg-v1-qwen-image2512 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/tostiadvbg-v1-qwen-image2512") prompt = "cartoon background illustration. Distorted perspective. Wide angle lens.Inside a cluttered basement room lit by a single yellow lamp hanging in a long curved arc. A worn armchair leans forward in exaggerated angles beside a rusty metal side table holding an old rotary phone, scattered magazines, and plastic cups. An old CRT television sits on a warped wooden stand, its blue screen glowing softly among stacks of tapes and boxes arranged in tilted piles.Pizza boxes are scattered across the rippling concrete floor, some open with half-eaten slices stretched in distorted shapes. Loose papers, crumpled notes, and overturned cups follow the uneven contours of the room. A broken ventilation fan lies twisted near the foreground, while shelves above the chair sag under the weight of more cups and a small radio with rounded corners.A main pathway curves diagonally toward the TV and armchair, framed by bowed walls covered in faded posters and taped notes. A secondary narrow route slips between the metal table and the right wall, deepening into darker shadows. Thick black cables hang in looping silhouettes, and every surface bends toward an upward-curving horizon, giving the basement a dense, chaotic, and highly detailed atmosphere.There is a wooden ladder comming from the roof" image = pipe(prompt).images[0]
