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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>
41 lines
2.5 KiB
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41 lines
2.5 KiB
Markdown
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
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# Overview
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> [!WARNING]
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> Modular Diffusers is under active development and it's API may change.
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Modular Diffusers is a unified pipeline system that simplifies your workflow with *pipeline blocks*.
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- Blocks are reusable and you only need to create new blocks that are unique to your pipeline.
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- Blocks can be mixed and matched to adapt to or create a pipeline for a specific workflow or multiple workflows.
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The Modular Diffusers docs are organized as shown below.
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## Quickstart
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- A [quickstart](./quickstart) demonstrating how to implement an example workflow with Modular Diffusers.
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## ModularPipelineBlocks
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- [States](./modular_diffusers_states) explains how data is shared and communicated between blocks and [`ModularPipeline`].
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- [ModularPipelineBlocks](./pipeline_block) is the most basic unit of a [`ModularPipeline`] and this guide shows you how to create one.
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- [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 [`~modular_pipelines.SequentialPipelineBlocks`] and how they connect and work together.
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- [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 [`~modular_pipelines.LoopSequentialPipelineBlocks`].
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- [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 [`~modular_pipelines.AutoPipelineBlocks`].
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## ModularPipeline
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- [ModularPipeline](./modular_pipeline) shows you how to create and convert pipeline blocks into an executable [`ModularPipeline`].
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- [ComponentsManager](./components_manager) shows you how to manage and reuse components across multiple pipelines.
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- [Guiders](./guiders) shows you how to use different guidance methods in the pipeline. |