FIBO Edit


High Quality AI Image Editing with Maximum Controllability via Bria's Structured JSON Approach

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What is Fibo Edit?
Precision Visual Editing, Redefined

The newest member of the FIBO family: an 8B parameter editing model that achieves maximum controllability and transparency by combining JSON, Mask, and Image. Arena-ranked among the top editing models, FIBO Edit delivers high aesthetic quality with native masking capabilities and accessible fine-tuning—enabling developers and researchers to create bespoke editing tools tailored to their exact specifications.

Optimized for technical teams who need precision, customization, and deterministic results, FIBO Edit moves beyond prompt roulette. Instead of relying on natural language prompts that yield random results, FIBO Edit uses VGL (Visual Generation Language) to enable reproducible, pixel-level edits via structured JSON inputs—making it the ideal engine for automated workflows, AI agents, and code-based pipelines.

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Why did we make Fibo Edit?

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The Challenge

Visual GenAI typically lacks transparency & precise user control. Existing models are too large & closed off, impacting researchers & developers ability to fine-tune them for specific tasks or custom solutions.
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The Solution

Fibo edit. A efficient 8B parameter model that combined high aesthetic quality, native masking capabilities, high controllability via JSON & VGL (Visual Generative Language), all open source. This enables the creation of high quality bespoke image editing tools previously out of reach.
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The Impact

FIBO Edit gives power back to the users, developers, and researchers. High controllability enables the user to predictably reproduce high quality edits, while researchers and developers are enabled to customize model weights to optimize the model for their specific need.
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