Welcome to DiffSynth-Studio's Documentation
==========================================

.. toctree::
   :maxdepth: 2
   :caption: Documentation Introduction

   README

.. toctree::
   :maxdepth: 2
   :caption: Getting Started

   Pipeline_Usage/Setup
   Pipeline_Usage/Model_Inference
   Pipeline_Usage/VRAM_management
   Pipeline_Usage/Model_Training
   Pipeline_Usage/Environment_Variables
   Pipeline_Usage/GPU_support

.. toctree::
   :maxdepth: 2
   :caption: Model Details

   Model_Details/FLUX
   Model_Details/Wan
   Model_Details/Qwen-Image
   Model_Details/FLUX2
   Model_Details/Z-Image

.. toctree::
   :maxdepth: 2
   :caption: Training Framework

   Training/Understanding_Diffusion_models
   Training/Supervised_Fine_Tuning
   Training/FP8_Precision
   Training/Direct_Distill
   Training/Split_Training
   Training/Differential_LoRA

.. toctree::
   :maxdepth: 2
   :caption: Model Integration

   Developer_Guide/Integrating_Your_Model
   Developer_Guide/Building_a_Pipeline
   Developer_Guide/Enabling_VRAM_management
   Developer_Guide/Training_Diffusion_Models

.. toctree::
   :maxdepth: 2
   :caption: API Reference

   API_Reference/core/attention
   API_Reference/core/data
   API_Reference/core/gradient
   API_Reference/core/loader
   API_Reference/core/vram

.. toctree::
   :maxdepth: 2
   :caption: Research Guide

   Research_Tutorial/train_from_scratch

.. toctree::
   :maxdepth: 2
   :caption: FAQ

   QA

Indices and tables
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* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`