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# Bria 3.2

Bria 3.2 is the next-generation commercial-ready text-to-image model. With just 4 billion parameters, it provides exceptional aesthetics and text rendering, evaluated to provide on par results to leading open-source models, and outperforming other licensed models.
In addition to being built entirely on licensed data, 3.2 provides several advantages for enterprise and commercial use:

- Efficient Compute - the model is X3 smaller than the equivalent models in the market (4B parameters vs 12B parameters other open source models)
- Architecture Consistency: Same architecture as 3.1—ideal for users looking to upgrade without disruption.
- Fine-tuning Speedup: 2x faster fine-tuning on L40S and A100.

Original model checkpoints for Bria 3.2 can be found [here](https://huggingface.co/briaai/BRIA-3.2).
Github repo for Bria 3.2 can be found [here](https://github.com/Bria-AI/BRIA-3.2).

If you want to learn more about the Bria platform, and get free traril access, please visit [bria.ai](https://bria.ai).


## Usage

_As the model is gated, before using it with diffusers you first need to go to the [Bria 3.2 Hugging Face page](https://huggingface.co/briaai/BRIA-3.2), 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
```


## BriaPipeline

[[autodoc]] BriaPipeline
	- all
	- __call__