Just the model I use. Nothing special. It does what Qwen Image Edit 2511 normally do <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/b45d29f1-121f-4d8b-8992-887f6941112c/width=525/b45d29f1-121f-4d8b-8992-887f6941112c.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/3ad98109-0d98-41e1-afb3-f41734276d07/width=525/3ad98109-0d98-41e1-afb3-f41734276d07.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2fdd9be4-06ed-4b49-b676-9afec9d79265/width=525/2fdd9be4-06ed-4b49-b676-9afec9d79265.jpeg" />

Qwen image edit 2511 fp8 e4m3fn

qwenImageEdit2511Fp8_qwenImageEdit2511Fp8.safetensors

Qwen image edit 2511 fp8

<img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/qwen_image_edit_logo.png" width="400" />💜 <a target="_blank" rel="ugc" href="https://chat.qwen.ai/">Qwen Chat</a>   |   🤗 <a target="_blank" rel="ugc" href="https://huggingface.co/Qwen/Qwen-Image-Edit-2511">Hugging Face</a>   |   🤖 <a target="_blank" rel="ugc" href="https://modelscope.cn/models/Qwen/Qwen-Image-Edit-2511">ModelScope</a>   |    📑 <a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/Qwen_Image.pdf">Tech Report</a>    |    📑 <a target="_blank" rel="ugc" href="https://qwenlm.github.io/blog/qwen-image-edit-2511/">Blog</a>    🖥️ <a target="_blank" rel="ugc" href="https://huggingface.co/spaces/Qwen/Qwen-Image-Edit-2511">Demo</a>   |   💬 <a target="_blank" rel="ugc" href="https://github.com/QwenLM/Qwen-Image/blob/main/assets/wechat.png">WeChat (微信)</a>   |   🫨 <a target="_blank" rel="ugc" href="https://discord.gg/CV4E9rpNSD">Discord</a>  |    <a target="_blank" rel="ugc" href="https://github.com/QwenLM/Qwen-Image">Github</a>  <img src="https://qianwen-res.oss-accelerate-overseas.aliyuncs.com/Qwen-Image/edit2511/edit2511big.JPG#center" width="1600" /><h1 id="introduction">Introduction</h1>We are excited to introduce Qwen-Image-Edit-2511, an enhanced version over Qwen-Image-Edit-2509, featuring multiple improvements—including notably better consistency. To try out the latest model, please visit <a target="_blank" rel="ugc" href="https://chat.qwen.ai/?inputFeature=image_edit">Qwen Chat</a> and select the Image Editing feature.Key enhancements in Qwen-Image-Edit-2511 include: mitigate image drift, improved character consistency，integrated LoRA capabilities， enhanced industrial design generation, and strengthened geometric reasoning ability.<h2 id="quick-start">Quick Start</h2>Install the latest version of diffusers<pre><code>pip install git+https://github.com/huggingface/diffusers
</code></pre>The following contains a code snippet illustrating how to use <code>Qwen-Image-Edit-2511</code>:<pre><code>import os
import torch
from PIL import Image
from diffusers import QwenImageEditPlusPipeline

pipeline = QwenImageEditPlusPipeline.from_pretrained("Qwen/Qwen-Image-Edit-2511", torch_dtype=torch.bfloat16)
print("pipeline loaded")

pipeline.to('cuda')
pipeline.set_progress_bar_config(disable=None)
image1 = Image.open("input1.png")
image2 = Image.open("input2.png")
prompt = "The magician bear is on the left, the alchemist bear is on the right, facing each other in the central park square."
inputs = {
 "image": [image1, image2],
 "prompt": prompt,
 "generator": torch.manual_seed(0),
 "true_cfg_scale": 4.0,
 "negative_prompt": " ",
 "num_inference_steps": 40,
 "guidance_scale": 1.0,
 "num_images_per_prompt": 1,
}
with torch.inference_mode():
 output = pipeline(**inputs)
 output_image = output.images[0]
 output_image.save("output_image_edit_2511.png")
 print("image saved at", os.path.abspath("output_image_edit_2511.png"))
</code></pre><h2 id="showcase">Showcase</h2>Qwen-Image-Edit-2511 Enhances Character Consistency In Qwen-Image-Edit-2511, character consistency has been significantly improved. The model can perform imaginative edits based on an input portrait while preserving the identity and visual characteristics of the subject.<a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%871.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%871.JPG#center" alt="" /></a><a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%872.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%872.JPG#center" alt="" /></a><a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%873.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%873.JPG#center" alt="" /></a><a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%874.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%874.JPG#center" alt="" /></a>Improved Multi-Person Consistency While Qwen-Image-Edit-2509 already improved consistency for single-subject editing, Qwen-Image-Edit-2511 further enhances consistency in multi-person group photos—enabling high-fidelity fusion of two separate person images into a coherent group shot:<a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%875.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%875.JPG#center" alt="" /></a><a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%876.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%876.JPG#center" alt="" /></a>Built-in Support for Community-Created LoRAs Since Qwen-Image-Edit’s release, the community has developed many creative and high-quality LoRAs—greatly expanding its expressive potential. Qwen-Image-Edit-2511 integrates selected popular LoRAs directly into the base model, unlocking their effects without extra tuning.For example, Lighting Enhancement LoRA Realistic lighting control is now achievable out-of-the-box:<a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%877.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%877.JPG#center" alt="" /></a><a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%878.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%878.JPG#center" alt="" /></a>Another example, generating new viewpoints can now be done directly with the base model:<a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%879.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%879.JPG#center" alt="" /></a><a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8710.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8710.JPG#center" alt="" /></a>Industrial Design ApplicationsWe’ve paid special attention to practical engineering scenarios—for instance, batch industrial product design:<a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8711.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8711.JPG#center" alt="" /></a><a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8712.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8712.JPG#center" alt="" /></a>…and material replacement for industrial components:<a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8713.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8713.JPG#center" alt="" /></a><a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8714.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8714.JPG#center" alt="" /></a>Enhanced Geometric Reasoning Qwen-Image-Edit-2511 introduces stronger geometric reasoning capability—e.g., directly generating auxiliary construction lines for design or annotation purposes:<a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8715.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8715.JPG#center" alt="" /></a><a target="_blank" rel="ugc" href="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8716.JPG#center"><img src="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/edit2511/%E5%B9%BB%E7%81%AF%E7%89%8716.JPG#center" alt="" /></a>That wraps up the major updates in Qwen-Image-Edit-2511. Enjoy exploring the new capabilities! 🎉<h2 id="license-agreement">License Agreement</h2>Qwen-Image is licensed under Apache 2.0.<h2 id="citation">Citation</h2>We kindly encourage citation of our work if you find it useful.<pre><code>@misc{wu2025qwenimagetechnicalreport,
 title={Qwen-Image Technical Report}, 
 author={Chenfei Wu and Jiahao Li and Jingren Zhou and Junyang Lin and Kaiyuan Gao and Kun Yan and Sheng-ming Yin and Shuai Bai and Xiao Xu and Yilei Chen and Yuxiang Chen and Zecheng Tang and Zekai Zhang and Zhengyi Wang and An Yang and Bowen Yu and Chen Cheng and Dayiheng Liu and Deqing Li and Hang Zhang and Hao Meng and Hu Wei and Jingyuan Ni and Kai Chen and Kuan Cao and Liang Peng and Lin Qu and Minggang Wu and Peng Wang and Shuting Yu and Tingkun Wen and Wensen Feng and Xiaoxiao Xu and Yi Wang and Yichang Zhang and Yongqiang Zhu and Yujia Wu and Yuxuan Cai and Zenan Liu},
 year={2025},
 eprint={2508.02324},
 archivePrefix={arXiv},
 primaryClass={cs.CV},
 url={https://arxiv.org/abs/2508.02324}, 
}</code></pre>

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