LongCat-Image-Edit-GGUF

Quantized GGUF Version for ComfyUI

Original model Link: https://huggingface.co/meituan-longcat/LongCat-Image-Edit

Watch us at Youtube: @VantageWithAI

<div align="center"> <img src="https://huggingface.co/meituan-longcat/LongCat-Image-Edit/resolve/main/assets/longcat-image_logo.svg" width="45%" alt="LongCat-Image" /> </div> <hr> <div align="center" style="line-height: 1;"> <a href='https://github.com/meituan-longcat/LongCat-Image/blob/main/assets/LongCat_Image_Technical_Report.pdf'><img src='https://img.shields.io/badge/Technical-Report-red'></a> <a href='https://github.com/meituan-longcat/LongCat-Image'><img src='https://img.shields.io/badge/GitHub-Code-black'></a> <a href='https://github.com/meituan-longcat/LongCat-Flash-Chat/blob/main/figures/wechat_official_accounts.png'><img src='https://img.shields.io/badge/WeChat-LongCat-brightgreen?logo=wechat&logoColor=white'></a> <a href='https://x.com/Meituan_LongCat'><img src='https://img.shields.io/badge/Twitter-LongCat-white?logo=x&logoColor=white'></a> </div> <div align="center" style="line-height: 1;">

<a href='https://huggingface.co/meituan-longcat/LongCat-Image'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-LongCat--Image-blue'></a> <a href='https://huggingface.co/meituan-longcat/LongCat-Image-Dev'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-LongCat--Image--Dev-blue'></a> <a href='https://huggingface.co/meituan-longcat/LongCat-Image-Edit'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-LongCat--Image--Edit-blue'></a>

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Introduction

We introduce LongCat-Image-Edit, the image editing version of Longcat-Image. LongCat-Image-Edit supports bilingual (Chinese-English) editing, achieves state-of-the-art performance among open-source image editing models, delivering leading instruction-following and image quality with superior visual consistency.

<div align="center"> <img src="https://huggingface.co/meituan-longcat/LongCat-Image-Edit/resolve/main/assets/model_struct_edit.png" width="90%" alt="LongCat-Image-Edit model" /> </div>

Key Features

• 🌟 Superior Precise Editing: LongCat-Image-Edit supports various editing tasks, such as global editing, local editing, text modification, and reference-guided editing. It has strong semantic understanding capabilities and can perform precise editing according to instructions.
• 🌟 Consistency Preservation: LongCat-Image-Edit has strong consistency preservation capabilities, specifically scrutinizes whether attributes in non-edited regions, such as layout, texture, color tone, and subject identity, remain invariant unless targeted by the instruction, is well demonstrated in multi-turn editing.
• 🌟 Strong Benchmark Performance: LongCat-Image-Edit achieves state-of-the-art (SOTA) performance in image editing tasks while significantly improving model inference efficiency, especially among open-source image editing models.

🎨 Showcase

<div align="center"> <img src="https://huggingface.co/meituan-longcat/LongCat-Image-Edit/resolve/main/assets/image_edit_gallery.jpg" width="90%" alt="LongCat-Image-Edit gallery." /> </div>