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* [docs] FLUX.3: modular-only notes, lazy loading, callbacks Add a tips callout on what differs from DiffusionPipeline (lazy loading, outputs, guider, offloading, editing blocks), move the prompting advice into the upsampling section with the pop-the-step example, and add a per-step callbacks section with a block that takes callback_on_step_end. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * [docs] FLUX.3: callback block walks all denoising loops Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * [docs] modular: add "Coming from DiffusionPipeline" to the quickstart and move per-step callbacks to the callbacks guide Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * [docs] FLUX.3: show the upsampled caption; clarify the index note in the quickstart Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * [docs] modular: make "Coming from DiffusionPipeline" its own page Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> --------- Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
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Overview
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.
- Coming from DiffusionPipeline lists what works differently from a [
DiffusionPipeline], for readers who know the standard pipelines.
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]. - Building Custom Blocks shows you how to create your own custom blocks and share them on the Hub.
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.
Mellon Integration
- Using Custom Blocks with Mellon shows you how to make your custom blocks work with Mellon, a visual node-based interface for building workflows.