Buckets:

rtrm's picture
|
download
raw
2.5 kB
# 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](./quickstart) demonstrating how to implement an example workflow with Modular Diffusers.
## ModularPipelineBlocks
- [States](./modular_diffusers_states) explains how data is shared and communicated between blocks and [ModularPipeline](/docs/diffusers/pr_12807/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline).
- [ModularPipelineBlocks](./pipeline_block) is the most basic unit of a [ModularPipeline](/docs/diffusers/pr_12807/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline) and this guide shows you how to create one.
- [SequentialPipelineBlocks](./sequential_pipeline_blocks) 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 [SequentialPipelineBlocks](/docs/diffusers/pr_12807/en/api/modular_diffusers/pipeline_blocks#diffusers.modular_pipelines.SequentialPipelineBlocks) and how they connect and work together.
- [LoopSequentialPipelineBlocks](./loop_sequential_pipeline_blocks) is a type of block that runs a series of blocks in a loop. This guide shows you how to create [LoopSequentialPipelineBlocks](/docs/diffusers/pr_12807/en/api/modular_diffusers/pipeline_blocks#diffusers.modular_pipelines.LoopSequentialPipelineBlocks).
- [AutoPipelineBlocks](./auto_pipeline_blocks) is a type of block that automatically chooses which blocks to run based on the input. This guide shows you how to create [AutoPipelineBlocks](/docs/diffusers/pr_12807/en/api/modular_diffusers/pipeline_blocks#diffusers.modular_pipelines.AutoPipelineBlocks).
## ModularPipeline
- [ModularPipeline](./modular_pipeline) shows you how to create and convert pipeline blocks into an executable [ModularPipeline](/docs/diffusers/pr_12807/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline).
- [ComponentsManager](./components_manager) shows you how to manage and reuse components across multiple pipelines.
- [Guiders](./guiders) shows you how to use different guidance methods in the pipeline.

Xet Storage Details

Size:
2.5 kB
·
Xet hash:
9e8561ec007191ff76009c4e4680d344b4b830827ddfca4da2d8b6d8c09cf0e7

Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.