diffusers/docs/source/en/modular_diffusers/overview.md

Overview

Warning

Modular Diffusers is under active development and it's API may change.

Modular Diffusers is a unified pipeline system that simplifies your workflow with pipeline blocks.

• Blocks are reusable and you only need to create new blocks that are unique to your pipeline.
• Blocks can be mixed and matched to adapt to or create a pipeline for a specific workflow or multiple workflows.

The Modular Diffusers docs are organized as shown below.

Quickstart

• The quickstart shows you how to run a modular pipeline, understand its structure, and customize it by modifying the blocks that compose it.

ModularPipelineBlocks

• States explains how data is shared and communicated between blocks and [ModularPipeline].
• ModularPipelineBlocks is the most basic unit of a [ModularPipeline] and this guide shows you how to create one.
• SequentialPipelineBlocks is a type of block that chains multiple blocks so they run one after another, passing data along the chain. This guide shows you how to create [~modular_pipelines.SequentialPipelineBlocks] and how they connect and work together.
• LoopSequentialPipelineBlocks is a type of block that runs a series of blocks in a loop. This guide shows you how to create [~modular_pipelines.LoopSequentialPipelineBlocks].
• AutoPipelineBlocks is a type of block that automatically chooses which blocks to run based on the input. This guide shows you how to create [~modular_pipelines.AutoPipelineBlocks].

ModularPipeline

• ModularPipeline shows you how to create and convert pipeline blocks into an executable [ModularPipeline].
• ComponentsManager shows you how to manage and reuse components across multiple pipelines.
• Guiders shows you how to use different guidance methods in the pipeline.