Image generation

Fibo 2.0

A family of Bria image models: Fibo 2.0 dev draws from text, Fibo 2.0 edit turbo edits finished images from a description. According to the authors' paper, the model was trained on very detailed structured descriptions so that it follows a long brief better. The weights are free only for non-commercial work: advertising and sales need a separate Bria license. There are ready files for ComfyUI, including ones compressed to int8. The languages of prompts are not stated on the card.

Developer
Bria AI, Israel
First release
Aug 2026
Latest release
Oct 2026
Sizes
not stated (the bundle includes a Qwen3-VL 4B text encoder)
License
Non-commercial onlyCC BY-NC 4.0: non-commercial use only, commercial use needs a separate agreement with Bria; the originals on Hugging Face are issued on request
Russian
Not stated
Running
On your own serverNeeds a GPU
Industries
Marketing and content, Media and production, Retail and marketplaces
Deploy on your server Hugging Face

What it does

  • creating pictures from a detailed description for tests and prototypes
  • editing finished pictures with a text command
  • research and personal projects without commerce

Where it is used

design and media (non-commercial projects)research groupsmarketing prototypes before buying a license

Hardware requirements

LaptopLaptop or regular PC, up to 8 GB of VRAM — smaller versions
no versions
1 GPUOne GPU with 16–80 GB — mid-size versions
fits
ClusterServer with several GPUs — flagship versions
no versions

Versions

  1. Fibo 2.0 edit turbo
  2. Fibo 2.0 dev
  3. Fibo-Edit 1.5 (base и turbo)

How to run it

On your own serverWeights are downloaded from Hugging Face and served with vLLM (load and API) or llama.cpp (modest hardware). The model then runs in a closed network with no per-request fees.Hugging Face
How much hardware you needCalculate the VRAM for the model size, context length and number of concurrent requests.Open the hardware calculator

I can set this up end to end: pick the model size, deploy it on your server and connect it to your systems.

Frequently asked questions

Can Fibo 2.0 be used in a commercial project?

No. License: CC BY-NC 4.0: non-commercial use only, commercial use needs a separate agreement with Bria; the originals on Hugging Face are issued on request. A commercial product needs a different model or a separate agreement with the rights holder.

What hardware does Fibo 2.0 need?

At minimum: One GPU with 16–80 GB — mid-size versions. Without a GPU the model is not practical. You can calculate the exact VRAM for your model size and context in the hardware calculator.

Does Fibo 2.0 support Russian?

The model card does not list languages, so Russian support cannot be promised — it has to be tested on your own examples.

Where can I download Fibo 2.0 and what does it cost?

The Fibo 2.0 weights are open and free to download. You only pay for the hardware it runs on and for the setup. Source links are at the bottom of this page.

How I deploy it for clients

  1. SelectionI pick the model size for your task and hardware and test it on your examples.
  2. DeploymentI deploy it on your server or in a closed network and provide an API.
  3. Fine-tuningI fine-tune it on your data (LoRA) or connect a knowledge base — whichever is cheaper for the task.
  4. IntegrationI connect it to your CRM, ERP, bot, website or team chat and set up monitoring.

Similar models

Image generationFLUXBlack Forest Labs · GermanyCommercial use with conditions

Image generation from the creators of Stable Diffusion. Renders text in images well and keeps the composition. The new FLUX.3 Image Klein (5.6B) targets ordinary graphics cards: up to 4K at once, regional editing, up to ten references; access to the weights is granted automatically after signing in on Hugging Face.

DetailsImage generationQwen-ImageAlibaba · ChinaCommercial use with conditions

Image generation and editing, including text in images. Earlier versions allow commercial use; the latest 2.1 is non-commercial only.

DetailsImage generationMOSS-ImageOpenMOSS · ChinaCommercial use allowed

A text-to-image model. It takes an ordinary description, sets of tags and a JSON layout in which you can set where a caption stands and how objects are arranged. It renders text in English and Chinese well. Base and fine-tuned (SFT) versions exist, and it plugs into ComfyUI. It uses a text encoder based on Qwen3.5-9B and the FLUX.2 decoder. The community is already fine-tuning it: Kromoss (lodestones) removes the blurriness of the base version, is a drop-in replacement for SFT and comes with an 8-step speed-up LoRA.

Details

Source: huggingface.co/Comfy-Org/Fibo-2.0. Data checked against the model card on 22 Sep 2026. Have a lawyer review the license before commercial launch.