| | --- |
| | |
| | language: |
| | - en |
| | - zh |
| | license: apache-2.0 |
| | pipeline_tag: image-to-image |
| | library_name: diffusers |
| | arxiv: 2602.13344 |
| | --- |
| | |
| | <p align="center" style="line-height: 1;"> |
| | <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/spaces/FireRedTeam/FireRed-Image-Edit-1.1" target="_blank"><img alt="Demo" src="https://img.shields.io/badge/%F0%9F%92%BB%20Demo-FireRed--Image--Edit--1.1-red" style="display: inline-block;"/></a> |
| | </p> |
| |
|
| | <p align="center" style="line-height: 1;"> |
| | 🤗 <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.1">HuggingFace Model</a> | |
| | 🤗 <a href="https://huggingface.co/FireRedTeam/FireRed-Image-Edit-LoRA-Zoo">LoRA Zoo</a> | |
| | 🖥️ <a href="https://huggingface.co/spaces/FireRedTeam/FireRed-Image-Edit-1.0"> Demo</a> | |
| | 📄 <a href="https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/assets/FireRed_Image_Edit_1_0_Techinical_Report.pdf">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](https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/docs/portrait_en.md) | [更多结果](https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/docs/portrait_cn.md)) |
| | <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](https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/docs/multi_image.md) |
| | <p align="center"> |
| | <img src="https://github.com/FireRedTeam/FireRed-Image-Edit/raw/main/assets/showcase_multi_fusion.png" width="800"/> |
| | <p> |
| | |
| | ### Makeup([Lora](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-LoRA-Zoo/blob/main/FireRed-Image-Edit-Makeup.safetensors)) |
| | <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](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-LoRA-Zoo/blob/main/FireRed-Image-Edit-Covercraft.safetensors))([More Cases](https://github.com/FireRedTeam/FireRed-Image-Edit/blob/main/docs/text.md)) |
| | <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> |
| | |
