| <!--Copyright 2025 The HuggingFace Team. All rights reserved. | |
| Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with | |
| the License. You may obtain a copy of the License at | |
| http://www.apache.org/licenses/LICENSE-2.0 | |
| Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on | |
| an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the | |
| specific language governing permissions and limitations under the License. | |
| --> | |
| # Bria Fibo | |
| 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](https://huggingface.co/briaai/FIBO-VLM-prompt-to-JSON) model or the [FIBO-gemini-prompt-to-JSON](https://huggingface.co/briaai/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](https://huggingface.co/briaai/FIBO) to learn more. | |
| ## Usage | |
| _As the model is gated, before using it with diffusers you first need to go to the [Bria Fibo Hugging Face page](https://huggingface.co/briaai/FIBO), 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: | |
| ```bash | |
| hf auth login | |
| ``` | |
| ## BriaFiboPipeline | |
| [[autodoc]] BriaFiboPipeline | |
| - all | |
| - __call__ |