FireRed-Image-Edit-1.1

<p align="center"> <a href="https://huggingface.co/FireRedTeam" target="_blank"><img alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-FireRedTeam-ffc107?color=ffc107&logoColor=white" style="display: inline-block;"/></a> <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank"><img alt="Hugging Face Model" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-FireRed--Image--Edit--1.1-red" style="display: inline-block;"/></a> <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0" target="_blank"><img alt="Hugging Face Model" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-FireRed--Image--Edit--1.0-red" style="display: inline-block;"/></a> <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-LoRA-Zoo" target="_blank"><img alt="Hugging Face Model" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-FireRed--Image--Edit--LoRA--Zoo-red" style="display: inline-block;"/></a> <a href="https://huggingface.co/spaces/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank"><img alt="HF Demo" src="https://img.shields.io/badge/%F0%9F%A4%97%20HF%20Demo-FireRed--Image--Edit--1.1-red" style="display: inline-block;"/></a> <a href="https://modelscope.cn/models/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank"><img alt="ModelScope Model" src="https://img.shields.io/badge/%F0%9F%A4%96%20ModelScope-FireRed--Image--Edit--1.1-624aff" style="display: inline-block;"/></a> <a href="https://modelscope.cn/models/FireRedTeam/FireRed-Image-Edit-1.0" target="_blank"><img alt="ModelScope Model" src="https://img.shields.io/badge/%F0%9F%A4%96%20ModelScope-FireRed--Image--Edit--1.0-624aff" style="display: inline-block;"/></a> <a href="https://modelscope.cn/studios/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank"><img alt="MS Demo" src="https://img.shields.io/badge/%F0%9F%A4%96%20MS%20Demo-FireRed--Image--Edit--1.1-624aff" style="display: inline-block;"/></a> <a href='https://github.com/FireRedTeam/FireRed-Image-Edit'><img src='https://img.shields.io/badge/GitHub-Code-black'></a> <a href='https://www.apache.org/licenses/LICENSE-2.0'><img src="https://img.shields.io/badge/license-Apache%202.0-blue" alt="License"></a> <a href="https://arxiv.org/abs/2602.13344" target="_blank"><img src="https://img.shields.io/badge/Report-b5212f.svg?logo=arxiv"></a> </p> <p align="center"> 🤗 <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.1">HuggingFace</a> | 🤖 <a href="https://modelscope.cn/models/FireRedTeam/FireRed-Image-Edit-1.1">ModelScope</a> | 🖥️ <a href="https://huggingface.co/spaces/FireRedTeam/FireRed-Image-Edit-1.1">Demo</a> | 📄 <a href="https://arxiv.org/abs/2602.13344">Technical Report</a> </p> <p align="center"> <img src="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0/resolve/main/assets/teaser.png" width="300"/> <p>

🔥 FireRed-Image-Edit-1.1

We introduce FireRed-Image-Edit-1.1, an upgrade to our general-purpose image editing foundation model. Building upon the capabilities presented in the FireRed-Image-Edit-1.0 Technical Report, version 1.1 significantly enhances identity consistency, multi-image conditioning, and domain-specialized editing performance, bringing the model closer to real-world creative production needs.

✨ Key Features

Strong Editing Performance

• 🆔 State-of-the-Art Identity Consistency: Open-source SOTA in character identity preservation, ensuring subjects remain recognizable across complex edits.
• 🧩 Multi-Element Fusion: Freely combine 10+ elements with Agent-powered automatic cropping and stitching—no more struggles with short prompts.
• 💄 Comprehensive Portrait Makeup: Dozens of styles from professional beauty retouching and yellow/olive skin tone brightening to Halloween witch makeup and creative looks.
• 📝 Text Style Reference: Maintains high-fidelity typography and stylized text comparable to closed-source solutions.
• 🖼️ Professional Photo Restoration: High-quality old photo repair and enhancement with superior detail recovery.

Ultimate Engineering Optimization

• 🔧 Open LoRA Training Ecosystem: Full training code released for custom style creation, optimized samplers maximize GPU efficiency for identical tasks, sizes, and input counts.
• ⚡ Extreme Speed Optimization: Complete acceleration suite featuring distillation, quantization, and static compilation—delivering 4.5s end-to-end generation with just 30GB VRAM
• 🤖 Intelligent Agent Workflow: Automatic multi-image processing handles complex compositions like virtual try-on without requiring lengthy prompt engineering
• 🔌 Universal Deployment: Native ComfyUI node support and GGUF lightweight format compatibility for seamless production integration

🎨 Showcase

Some real outputs produced by FireRed-Image-Edit across general editing.

Portrait(More Cases | 更多结果)

<p align="center"> <a href="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_portrait.png"> <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_portrait.jpg" width="800"/> </a> <p>

Multi-image-fusion(More Cases

<p align="center"> <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_multi_fusion.png" width="800"/> <p>

Makeup(Lora)

<p align="center"> <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_makeup.jpg" width="800"/> <p>

Text Style Reference(Lora)(More Cases)

<p align="center"> <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_mult_text.png" width="800"/> <p>

🏆 Evaluation Results

FireRed-Image-Edit establishes a new state-of-the-art among open-source models on Imgedit, Gedit, and RedEdit, while surpassing our closed-source competitors in specific dimensions—a distinction further corroborated by human evaluations highlighting its superior prompt following and visual consistency.

<p align="center"> <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/eval_benchmark.png" width="800"/> <p>