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* start * draft * state, pipelineblock, apis * sequential * fix links * new * loop, auto * fix * pipeline * guiders * components manager * reviews * update * update * update --------- Co-authored-by: DN6 <dhruv.nair@gmail.com>
2.5 KiB
2.5 KiB
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
- A quickstart demonstrating how to implement an example workflow with Modular Diffusers.
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.