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QIE-2511-Zoom-Master is an adapter LoRA developed for Qwen’s Qwen-Image-Edit-2511 image-to-image model, designed to perform precise, high-quality zoom-in transformations on selected regions of an image. The model focuses on the highlighted area and enhances local detail, clarity, and composition while maintaining visual consistency with the original scene. It preserves textures, lighting, colors, and perspective during zoom operations, producing sharp, natural-looking close-ups without distortion or artifacts.
Compatible with versions 2509 and 2511.
pip install -U diffusers transformers accelerate1import torch
2from diffusers import DiffusionPipeline
3from diffusers.utils import load_image
4
5# Switch to "mps" for Apple devices
6pipe = DiffusionPipeline.from_pretrained(
7 "Qwen/Qwen-Image-Edit-2511",
8 dtype=torch.bfloat16,
9 device_map="cuda"
10)
11
12pipe.load_lora_weights("prithivMLmods/QIE-2511-Zoom-Master")
13
14prompt = "Zoom into the red highlighted area."
15
16input_image = load_image(
17 "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png"
18)
19
20image = pipe(image=input_image, prompt=prompt).images[0]| Input Image | Edit Prompt | Output Image |
|---|---|---|
 | Zoom into the red highlighted area. |  |
Zoom into the red highlighted area.1@misc{prithiv_sakthi_2026,
2 author = { Prithiv Sakthi },
3 title = { QIE-2511-Zoom-Master (Revision aa3fda3) },
4 year = 2026,
5 url = { https://huggingface.co/prithivMLmods/QIE-2511-Zoom-Master },
6 doi = { 10.57967/hf/7630 },
7 publisher = { Hugging Face }
8}