🔥 FireRed-Image-Edit

FireRed-Image-Edit is a state-of-the-art, general-purpose image editing model designed for high-fidelity, instruction-following edits across diverse real-world scenarios. It delivers strong visual consistency, accurate text rendering, and robust bilingual (English–Chinese) understanding.

Built from a powerful text-to-image foundation model and extended with native editing capabilities, FireRed-Image-Edit achieves leading performance among open-source image editing models on multiple public benchmarks.

✨ What It Can Do

FireRed-Image-Edit supports a wide range of editing tasks:

• Add new objects or elements
• Adjust attributes (color, lighting, expression, etc.)
• Replace specific objects
• Remove unwanted elements
• Background editing and scene changes
• Style transfer and stylization
• Text editing and style-preserving text replacement
• Photo restoration and enhancement
• Multi-image editing (e.g., virtual try-on scenarios)

The model is designed to preserve identity, composition, and fine details while applying precise, instruction-driven modifications.

🏆 Performance

FireRed-Image-Edit achieves leading results among open-source models on:

• ImgEdit benchmark
• GEdit (official public benchmark)
• REDEdit-Bench (CN & EN) — a large-scale bilingual benchmark covering 15 categories and 1,673 expert-designed editing pairs.

Across general editing dimensions such as Add, Adjust, Replace, Remove, Stylize, and Text editing, FireRed-Image-Edit consistently ranks at or near the top among open-source models.

🌍 Bilingual Editing (English & Chinese)

The model natively supports both:

• 🇺🇸 English instructions
• 🇨🇳 Chinese instructions

It demonstrates strong cross-lingual understanding and consistent performance across both languages.

Example prompt (Chinese):

在书本封面 Python 的下方，添加一行英文文字 “2nd Edition”

🏗️ Architecture

FireRed-Image-Edit is built directly on a text-to-image foundation model and enhanced with dedicated editing mechanisms, enabling:

• Strong instruction alignment
• High visual coherence
• Stable identity preservation
• High-quality text rendering

📦 Model Variants

• FireRed-Image-Edit-1.0 — Full general-purpose image editing model
• FireRed-Image-Edit-1.0-Distilled — (Upcoming) Faster distilled version for fewer-step generation
• FireRed-Image — (Upcoming) Text-to-image generation model

📜 License

Apache License 2.0
You are free to use, modify, and distribute the model under the terms of the Apache 2.0 license.

⚠️ Responsible Use

This model is not designed for harmful or unlawful use.

Prohibited uses include generating:

• Illegal or defamatory content
• Pornographic or harmful material
• Content violating privacy or personal rights

Users are solely responsible for generated outputs and must comply with applicable laws and regulations.

📚 Citation

If you use this model in research or production, please consider citing:

```bibtex @article{firered2026rededit, title={FireRed-Image-Edit: A General-Purpose Image Editing Model}, author={Super Intelligence Team}, year={2026}, archivePrefix={arXiv}, primaryClass={cs.CV} }