---
license: cc-by-nc-4.0
language:
- en
base_model:
- briaai/FIBO
library_name: diffusers
tags:
- MLX
---
> Mirror of [briaai/Fibo-mlx-4bit](https://huggingface.co/briaai/Fibo-mlx-4bit). All credit to Bria AI. Not an official release from them. License unchanged: [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/deed.en), non-commercial use only. Commercial use requires a separate agreement with Bria AI.

<p align="center">
  <img src="https://bria-public.s3.us-east-1.amazonaws.com/Bria-logo.svg" width="200"/>
</p>
<p align="center">
  <!-- GitHub Repo -->
  <a href="https://github.com/Bria-AI/FIBO" target="_blank">
    <img
      alt="GitHub Repo"
      src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github&logoColor=white&style=for-the-badge"
    />
  </a>
  &nbsp;

  <!-- Hugging Face Demo -->
  <a href="https://huggingface.co/spaces/briaai/FIBO" target="_blank">
    <img
      alt="Hugging Face Demo"
      src="https://img.shields.io/badge/Hugging%20Face-Demo-FFD21E?logo=huggingface&logoColor=black&style=for-the-badge"
    />
  </a>
  &nbsp;

  <!-- FIBO Demo on Bria (replace URL if you have a specific demo link) -->
  <a href="https://platform.bria.ai/labs/fibo" target="_blank">
    <img
      alt="FIBO Demo on Bria"
      src="https://img.shields.io/badge/FIBO%20Demo-Bria-6C47FF?style=for-the-badge"
    />
  </a>
  &nbsp;

  <!-- Bria Platform -->
  <a href="https://platform.bria.ai" target="_blank">
    <img
      alt="Bria Platform"
      src="https://img.shields.io/badge/Bria-Platform-0EA5E9?style=for-the-badge"
    />
  </a>
  &nbsp;

  <!-- Bria Discord -->
  <a href="https://discord.com/invite/Nxe9YW9zHS" target="_blank">
    <img
      alt="Bria Discord"
      src="https://img.shields.io/badge/Discord-Join-5865F2?logo=discord&logoColor=white&style=for-the-badge"
    />
  </a>
  &nbsp;

  <!-- Tech Paper -->
  <a href="https://arxiv.org/abs/2511.06876" target="_blank">
    <img
      alt="Tech Paper"
      src="https://img.shields.io/badge/Tech%20Paper-lightgrey?logo=arxiv&logoColor=red&style=for-the-badge"
    />
  </a>
  &nbsp;

  <!-- Mflux -->
  <a href="https://github.com/filipstrand/mflux" target="_blank">
    <img
      alt="Mflux"
      src="https://img.shields.io/badge/Mflux-Repo-blue?logo=github&logoColor=white&style=for-the-badge"
    />
  </a>
  &nbsp;

</p>
<p align="center">
  <img src="https://bria-public.s3.us-east-1.amazonaws.com/car.001.jpeg" width="1024"/>
</p>

<p align="center">
  <b>FIBO is the first open-source, JSON-native text-to-image model trained exclusively on long structred captions.</b>
  <br><br>
  <i>Fibo sets a new standard for controllability, predictability, and disentanglement.</i>
</p>


# Fibo MLX 4-bit

This is an 4-bit quantization of [FIBO](https://huggingface.co/briaai/FIBO) made with [mflux](https://github.com/filipstrand/mflux).

## Run SOTA on Your Mac

This quantization brings the state-of-the-art capabilities of FIBO to your local machine. Thanks to the 4-bit quantization and FIBO's efficient architecture, you can now run this powerful 8-billion-parameter model directly on your Mac with excellent performance and reduced memory usage.

## About the Project

### FIBO
[FIBO](https://huggingface.co/briaai/FIBO) is an 8B parameter DiT-based, flow-matching text-to-image model designed for enterprise-ready applications. It focuses on:
- **Controllability & Predictability**: Exceptional prompt adherence using long, structured JSON captions.
- **Responsible AI**: Trained exclusively on licensed data.
- **Architecture**: Features SmolLM3-3B as the text encoder and Wan 2.2 as the VAE.

### Mflux
[Mflux](https://github.com/filipstrand/mflux) is a powerful generation framework built on top of Apple's MLX. It enables efficient inference of diffusion models on Apple Silicon, unlocking the full potential of your Mac's hardware.

## License & Access

The weights for the original FIBO model are open source for non-commercial use. Please refer to the [original model card](https://huggingface.co/briaai/FIBO) for access and license details.