Text-to-image models have mastered imagination - but not control. FIBO changes that.
FIBO is trained on structured JSON captions up to 1,000+ words and designed to understand and control different visual parameters such as lighting, composition, color, and camera settings, enabling precise and reproducible outputs.
With only 8 billion parameters, FIBO provides a new level of image quality, prompt adherence and proffesional control.
FIBO is trained exclusively on a structured prompt and will not work with freeform text prompts. you can use the FIBO-VLM-prompt-to-JSON model or the FIBO-gemini-prompt-to-JSON to convert your freeform text prompt to a structured JSON prompt.
[!NOTE] Avoid using freeform text prompts directly with FIBO because it does not produce the best results.
Refer to the Bria Fibo Hugging Face page to learn more.
As the model is gated, before using it with diffusers you first need to go to the Bria Fibo Hugging Face page, fill in the form and accept the gate. Once you are in, you need to login so that your system knows you’ve accepted the gate.
Use the command below to log in:
hf auth login
[[autodoc]] BriaFiboPipeline - all - call