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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__ | |