B R I A 2.3

Introduction

BRIA 2.3 is a text-to-image model developed by BRIA AI, designed for commercial applications with a focus on legal compliance and ethical content generation. It offers full legal liability coverage and is trained on a licensed dataset, ensuring high-quality, compliant imagery for business purposes.

Architecture

BRIA 2.3 is a latent diffusion text-to-image model. It utilizes a patented attribution engine for compensating data partners and is enterprise-ready with customizable technology options, allowing access to source code and weights for tailored business solutions.

Training

The model is trained exclusively on a professional-grade, licensed dataset, which excludes copyrighted materials, ensuring ethical and legally compliant outcomes.

Guide: Running Locally

1. Install Required Packages:

   pip install diffusers
   

2. Load the Model:

   from diffusers import DiffusionPipeline
   import torch
   
   pipe = DiffusionPipeline.from_pretrained("briaai/BRIA-2.3", torch_dtype=torch.float16, use_safetensors=True)
   pipe.force_zeros_for_empty_prompt = False
   pipe.to("cuda")
   

3. Generate an Image:

   prompt = "A portrait of a Beautiful and playful ethereal singer, golden designs, highly detailed, blurry background"
   negative_prompt = "Logo,Watermark,Text,Ugly,Morbid,Extra fingers,Poorly drawn hands,Mutation,Blurry,Extra limbs,Gross proportions,Missing arms,Mutated hands,Long neck,Duplicate,Mutilated,Mutilated hands,Poorly drawn face,Deformed,Bad anatomy,Cloned face,Malformed limbs,Missing legs,Too many fingers"
   
   images = pipe(prompt=prompt, negative_prompt=negative_prompt, height=1024, width=1024).images[0]
   

Tips for Inference:

• Set pipe.force_zeros_for_empty_prompt = False.
• Use negative prompts for better results.
• Use 30-50 steps for BRIA 2.3; use 8 steps for the Fast model.
• Use a guidance_scale of 5.0 or 7.5 for BRIA 2.3; 1.0 for the Fast model.

Cloud GPU recommendation: Consider using cloud GPU services like AWS, Google Cloud, or Azure for optimal performance.

License

BRIA 2.3 operates under commercial licensing terms, requiring a purchase for access and use. The licensing covers legal liabilities and ensures royalty management. For more details, refer to BRIA AI's terms and conditions.