General-purpose editing
According to the model card, FireRed-Image-Edit delivers high-fidelity editing with accurate instruction following and visual coherence.
Open Source Model Profile · FireRedTeam
FireRed-Image-Edit-1.0
FireRed-Image-Edit-1.0 is a 20.43B-parameter image-editing model from FireRedTeam. According to the model card, it targets high-fidelity, consistent edits across many scenarios.
- Publisher
- FireRedTeam
- Task
- image-to-image
- Model type
- Unknown
- License
- apache-2.0
- Library
- diffusers
- Publication status
- Accepted · not indexed
Model overview
FireRed-Image-Edit-1.0 is published by FireRedTeam as an image-to-image model. Safetensors metadata reports 20,430,401,088 parameters, about 20.43B. According to the model card, it is a general-purpose image-editing model for high-fidelity, consistent editing.
Recorded capabilities
Native editing and text preservation
According to the model card, the model is built directly from a text-to-image foundation model and maintains text styles with high fidelity.
Documented model zoo and example
According to the model card, the zoo lists the 1.0 editing model with distilled and text-to-image variants to be released, plus an inference.py editing example.
Publisher-reported REDEdit-Bench
According to the model card, REDEdit-Bench was built from over 3,000 collected images into 1,673 bilingual pairs, with inference and evaluation scripts and a comparison table.
Use cases in the source record
- Instruction-guided image editing where instruction following, image quality, and text-style preservation matter, as described in the card.
- Editing evaluation work referencing the card's REDEdit-Bench pairs and redbench inference and evaluation scripts.
Limitations and unknowns
- No independently measured evaluation results were extracted; comparison scores are publisher-reported card claims.
- No training data, compute, or hyperparameter detail was extracted from this record.
- According to the model card, the REDEdit-Bench dataset itself will be available soon.
- Provider state is historical snapshot data, not independently refreshed current availability.
Source and provenance
Source: FireRedTeam/FireRed-Image-Edit-1.0
Captured: Unknown. Processed: 2026-09-07T19:34:30.642374+00:00.
🤗 HuggingFace | 🖥️ Demo | 📄 Technical Report 🔥 FireRed-Image-Edit FireRed-Image-Edit is a general-purpose image editing model that delivers high-fidelity and consistent editing across a wide range of scenarios. ✨ Key Features Strong Editing Performance : FireRed-Image-Edit delivers leading open-source results with accurate instruction following, high image quality, and consistent visual coherence. Native Editing Capability : Built directly from text-to-image foundation model and endowed with editing capabilities. Text Style Preservation : Maintains text styles with high fidelity, achieving performance comparable to closed-source…
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