def image_edit_call(context: ImageContext):
    # see https://github.com/huggingface/diffusers/pull/12453/files
    import diffusers.pipelines.qwenimage.pipeline_qwenimage_edit_plus as qwen_edit_module

    qwen_edit_module.VAE_IMAGE_SIZE = context.width * context.height

    # gather all possible reference images
    reference_images = []
    if context.color_image:
        reference_images.append(context.color_image)

    for current in context.get_reference_images():
        if current is not None:
            reference_images.append(current)

    prompt_embeds, prompt_embeds_mask = qwen_edit_encode(context.data.prompt, reference_images)
    pipe = get_edit_pipeline("ovedrive/Qwen-Image-Edit-2509-4bit")

    args = {
        "width": context.width,
        "height": context.height,
        "prompt_embeds": prompt_embeds,
        "prompt_embeds_mask": prompt_embeds_mask,
        "negative_prompt": "",
        "image": reference_images,
        "generator": context.generator,
        "num_inference_steps": 8,
        "true_cfg_scale": 1.0,
    }

    processed_image = pipe.__call__(**args).images[0]
    context.cleanup()

    return processed_image