import torch
from diffusers import QwenImageEditPlusPipeline
from qwenimage.transformer_qwenimage import QwenImageTransformer2DModel

# Load pipeline with extracted v18 transformer
pipe = QwenImageEditPlusPipeline.from_pretrained(
    "Qwen/Qwen-Image-Edit-2511",
    transformer=QwenImageTransformer2DModel.from_pretrained(
        "Sneak-Moose/Qwen-Rapid-AIO-v18-NSFW-diffusers",
        subfolder="transformer",
        torch_dtype=torch.bfloat16,
        device_map="cuda"
    ),
    torch_dtype=torch.bfloat16
)

Credits

Original AIO model: Phr00t/Qwen-Image-Edit-Rapid-AIO
Extraction method based on: linoyts/Qwen-Image-Edit-Rapid-AIO
Base model: Qwen/Qwen-Image-Edit-2511

jldavid/Qwen-Rapid-AIO-v18-NSFW-diffusers

Qwen-Image-Edit-Rapid-AIO v18 Transformer (Diffusers)

Features

Usage with Diffusers

Credits

jldavid/
Qwen-Rapid-AIO-v18-NSFW-diffusers