Bria AI's Cookbook

BRIA 2.3 Background Generator with LoRA Customization

This notebook demonstrates the integration of a LoRA (Low-Rank Adaptation) model with a background generation model.

Read More➝

Data Preparation for BRIA-ControlNet-Recoloring

This script creates the necessary training pairs: grayscale conditions and color information prompts.

Read More➝

BRIA-4B-Adapt: Fine-tuning and Inference Tutorial

A 4 billion parameter text-to-image model specifically designed for fine-tuning and commercial use.

Read More➝

Deep Dive into ControlNet Architecture

This guide explains the internal workings of ControlNet, including its architecture and how it processes input data.

Read More➝

Modifying ControlNet for Complex Inputs

This tutorial explores how to adapt ControlNet's architecture to handle more complex inputs, such as masked images.

Read More➝

LoRA Under the Hood: How It Really Works in Visual Generative AI

Deep dive into LoRA (Low-Rank Adaptation) and how it enhances fine-tuning efficiency in visual generative AI.

Read More➝

ControlNet ColorGrid Finetuning

scripts and instructions for fine-tuning the BRIA-2.3-ControlNet-ColorGrid model, designed to generate art images with fine-grained control over color grids.

Read More➝

Our Core Products

ro

For Developers

Our Technology

Company