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# .readthedocs.yaml
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# Read the Docs configuration file
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# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
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# Required
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version: 2
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# Set the OS, Python version and other tools you might need
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build:
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os: ubuntu-22.04
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tools:
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python: "3.10"
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# Build documentation in the "docs/" directory with Sphinx
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sphinx:
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configuration: docs/en/conf.py
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# Optionally build your docs in additional formats such as PDF and ePub
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# formats:
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# - pdf
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# - epub
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# Optional but recommended, declare the Python requirements required
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# to build your documentation
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# See https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html
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python:
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install:
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- requirements: docs/requirements.txt
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docs/en/Makefile
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docs/en/Makefile
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# Minimal makefile for Sphinx documentation
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#
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# You can set these variables from the command line, and also
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# from the environment for the first two.
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SPHINXOPTS ?=
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SPHINXBUILD ?= sphinx-build
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SOURCEDIR = .
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BUILDDIR = _build
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# Put it first so that "make" without argument is like "make help".
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help:
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@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
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.PHONY: help Makefile
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# Catch-all target: route all unknown targets to Sphinx using the new
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# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS).
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%: Makefile
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@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
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docs/en/conf.py
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docs/en/conf.py
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# Configuration file for the Sphinx documentation builder.
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#
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# This file only contains a selection of the most common options. For a full
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# list see the documentation:
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# https://www.sphinx-doc.org/en/master/usage/configuration.html
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# -- Path setup --------------------------------------------------------------
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# If extensions (or modules to document with autodoc) are in another directory,
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# add these directories to sys.path here. If the directory is relative to the
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# documentation root, use os.path.abspath to make it absolute, like shown here.
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#
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import os
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import sys
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# import sphinx_book_theme
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sys.path.insert(0, os.path.abspath('../../'))
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# -- Project information -----------------------------------------------------
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project = 'diffsynth'
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copyright = '2022-2025, Alibaba ModelScope'
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author = 'ModelScope Authors'
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version_file = '../../diffsynth/version.py'
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html_theme = 'sphinx_rtd_theme'
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language = 'en'
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def get_version():
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with open(version_file, 'r', encoding='utf-8') as f:
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exec(compile(f.read(), version_file, 'exec'))
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return locals()['__version__']
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# The full version, including alpha/beta/rc tags
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version = get_version()
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release = version
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# -- General configuration ---------------------------------------------------
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# Add any Sphinx extension module names here, as strings. They can be
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# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
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# ones.
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extensions = [
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'sphinx.ext.napoleon',
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'sphinx.ext.autosummary',
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'sphinx.ext.autodoc',
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'sphinx.ext.viewcode',
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'sphinx_markdown_tables',
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'sphinx_copybutton',
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'myst_parser',
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]
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# build the templated autosummary files
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autosummary_generate = True
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numpydoc_show_class_members = False
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# Enable overriding of function signatures in the first line of the docstring.
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autodoc_docstring_signature = True
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# Disable docstring inheritance
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autodoc_inherit_docstrings = False
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# Show type hints in the description
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autodoc_typehints = 'description'
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# Add parameter types if the parameter is documented in the docstring
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autodoc_typehints_description_target = 'documented_params'
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autodoc_default_options = {
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'member-order': 'bysource',
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}
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# Add any paths that contain templates here, relative to this directory.
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templates_path = ['_templates']
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# The suffix(es) of source filenames.
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# You can specify multiple suffix as a list of string:
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#
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source_suffix = ['.rst', '.md']
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# The master toctree document.
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root_doc = 'index'
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# List of patterns, relative to source directory, that match files and
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# directories to ignore when looking for source files.
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# This pattern also affects html_static_path and html_extra_path.
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exclude_patterns = ['build']
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# A list of glob-style patterns [1] that are used to find source files.
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# They are matched against the source file names relative to the source directory,
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# using slashes as directory separators on all platforms.
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# The default is **, meaning that all files are recursively included from the source directory.
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# -- Options for HTML output -------------------------------------------------
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# The theme to use for HTML and HTML Help pages. See the documentation for
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# a list of builtin themes.
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#
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# html_theme = 'sphinx_book_theme'
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# html_theme_path = [sphinx_book_theme.get_html_theme_path()]
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# html_theme_options = {}
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# Add any paths that contain custom static files (such as style sheets) here,
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# relative to this directory. They are copied after the builtin static files,
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# so a file named "default.css" will overwrite the builtin "default.css".
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html_static_path = ['_static']
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# html_css_files = ['css/readthedocs.css']
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# -- Options for HTMLHelp output ---------------------------------------------
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# Output file base name for HTML help builder.
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# -- Extension configuration -------------------------------------------------
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# Ignore >>> when copying code
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copybutton_prompt_text = r'>>> |\.\.\. '
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copybutton_prompt_is_regexp = True
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# Example configuration for intersphinx: refer to the Python standard library.
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intersphinx_mapping = {'https://docs.python.org/': None}
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myst_enable_extensions = [
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'amsmath',
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'dollarmath',
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'colon_fence',
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]
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linkcheck_ignore = [
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r'/docs/en/.*',
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]
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docs/en/index.rst
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Welcome to DiffSynth-Studio's Documentation
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==========================================
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.. toctree::
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:maxdepth: 2
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:caption: Documentation Introduction
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README
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.. toctree::
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:maxdepth: 2
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:caption: Getting Started
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Pipeline_Usage/Setup
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Pipeline_Usage/Model_Inference
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Pipeline_Usage/VRAM_management
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Pipeline_Usage/Model_Training
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Pipeline_Usage/Environment_Variables
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Pipeline_Usage/GPU_support
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.. toctree::
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:maxdepth: 2
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:caption: Model Details
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Model_Details/FLUX
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Model_Details/Wan
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Model_Details/Qwen-Image
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Model_Details/FLUX2
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Model_Details/Z-Image
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.. toctree::
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:maxdepth: 2
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:caption: Training Framework
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Training/Understanding_Diffusion_models
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Training/Supervised_Fine_Tuning
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Training/FP8_Precision
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Training/Direct_Distill
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Training/Split_Training
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Training/Differential_LoRA
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.. toctree::
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:maxdepth: 2
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:caption: Model Integration
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Developer_Guide/Integrating_Your_Model
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Developer_Guide/Building_a_Pipeline
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Developer_Guide/Enabling_VRAM_management
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Developer_Guide/Training_Diffusion_Models
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.. toctree::
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:maxdepth: 2
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:caption: API Reference
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API_Reference/core/attention
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API_Reference/core/data
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API_Reference/core/gradient
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API_Reference/core/loader
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API_Reference/core/vram
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.. toctree::
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:maxdepth: 2
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:caption: Research Guide
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Research_Tutorial/train_from_scratch
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.. toctree::
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:maxdepth: 2
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:caption: FAQ
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QA
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Indices and tables
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==================
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* :ref:`genindex`
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* :ref:`modindex`
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* :ref:`search`
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@@ -26,58 +26,58 @@ graph LR;
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||||||
本节介绍 `DiffSynth-Studio` 的基本使用方式,包括如何启用显存管理从而在极低显存的 GPU 上进行推理,以及如何训练任意基础模型、LoRA、ControlNet 等模型。
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本节介绍 `DiffSynth-Studio` 的基本使用方式,包括如何启用显存管理从而在极低显存的 GPU 上进行推理,以及如何训练任意基础模型、LoRA、ControlNet 等模型。
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* [安装依赖](Pipeline_Usage/Setup.md)
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* [安装依赖](/docs/zh/Pipeline_Usage/Setup.md)
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* [模型推理](Pipeline_Usage/Model_Inference.md)
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* [模型推理](/docs/zh/Pipeline_Usage/Model_Inference.md)
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* [显存管理](Pipeline_Usage/VRAM_management.md)
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* [显存管理](/docs/zh/Pipeline_Usage/VRAM_management.md)
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* [模型训练](Pipeline_Usage/Model_Training.md)
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* [模型训练](/docs/zh/Pipeline_Usage/Model_Training.md)
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* [环境变量](Pipeline_Usage/Environment_Variables.md)
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* [环境变量](/docs/zh/Pipeline_Usage/Environment_Variables.md)
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* [GPU/NPU 支持](Pipeline_Usage/GPU_support.md)
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* [GPU/NPU 支持](/docs/zh/Pipeline_Usage/GPU_support.md)
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## Section 2: 模型详解
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## Section 2: 模型详解
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本节介绍 `DiffSynth-Studio` 所支持的 Diffusion 模型,部分模型 Pipeline 具备可控生成、并行加速等特色功能。
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本节介绍 `DiffSynth-Studio` 所支持的 Diffusion 模型,部分模型 Pipeline 具备可控生成、并行加速等特色功能。
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* [FLUX.1](Model_Details/FLUX.md)
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* [FLUX.1](/docs/zh/Model_Details/FLUX.md)
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* [Wan](Model_Details/Wan.md)
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* [Wan](/docs/zh/Model_Details/Wan.md)
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* [Qwen-Image](Model_Details/Qwen-Image.md)
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* [Qwen-Image](/docs/zh/Model_Details/Qwen-Image.md)
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* [FLUX.2](Model_Details/FLUX2.md)
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* [FLUX.2](/docs/zh/Model_Details/FLUX2.md)
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* [Z-Image](Model_Details/Z-Image.md)
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* [Z-Image](/docs/zh/Model_Details/Z-Image.md)
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## Section 3: 训练框架
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## Section 3: 训练框架
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本节介绍 `DiffSynth-Studio` 中训练框架的设计思路,帮助开发者理解 Diffusion 模型训练算法的原理。
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本节介绍 `DiffSynth-Studio` 中训练框架的设计思路,帮助开发者理解 Diffusion 模型训练算法的原理。
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||||||
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* [Diffusion 模型基本原理](Training/Understanding_Diffusion_models.md)
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* [Diffusion 模型基本原理](/docs/zh/Training/Understanding_Diffusion_models.md)
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* [标准监督训练](Training/Supervised_Fine_Tuning.md)
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* [标准监督训练](/docs/zh/Training/Supervised_Fine_Tuning.md)
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* [在训练中启用 FP8 精度](Training/FP8_Precision.md)
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* [在训练中启用 FP8 精度](/docs/zh/Training/FP8_Precision.md)
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||||||
* [端到端的蒸馏加速训练](Training/Direct_Distill.md)
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* [端到端的蒸馏加速训练](/docs/zh/Training/Direct_Distill.md)
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||||||
* [两阶段拆分训练](Training/Split_Training.md)
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* [两阶段拆分训练](/docs/zh/Training/Split_Training.md)
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||||||
* [差分 LoRA 训练](Training/Differential_LoRA.md)
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* [差分 LoRA 训练](/docs/zh/Training/Differential_LoRA.md)
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||||||
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||||||
## Section 4: 模型接入
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## Section 4: 模型接入
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||||||
|
|
||||||
本节介绍如何将模型接入 `DiffSynth-Studio` 从而使用框架基础功能,帮助开发者为本项目提供新模型的支持,或进行私有化模型的推理和训练。
|
本节介绍如何将模型接入 `DiffSynth-Studio` 从而使用框架基础功能,帮助开发者为本项目提供新模型的支持,或进行私有化模型的推理和训练。
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||||||
|
|
||||||
* [接入模型结构](Developer_Guide/Integrating_Your_Model.md)
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* [接入模型结构](/docs/zh/Developer_Guide/Integrating_Your_Model.md)
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||||||
* [接入 Pipeline](Developer_Guide/Building_a_Pipeline.md)
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* [接入 Pipeline](/docs/zh/Developer_Guide/Building_a_Pipeline.md)
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||||||
* [接入细粒度显存管理](Developer_Guide/Enabling_VRAM_management.md)
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* [接入细粒度显存管理](/docs/zh/Developer_Guide/Enabling_VRAM_management.md)
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||||||
* [接入模型训练](Developer_Guide/Training_Diffusion_Models.md)
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* [接入模型训练](/docs/zh/Developer_Guide/Training_Diffusion_Models.md)
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||||||
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|
||||||
## Section 5: API 参考
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## Section 5: API 参考
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||||||
|
|
||||||
本节介绍 `DiffSynth-Studio` 中的独立核心模块 `diffsynth.core`,介绍内部的功能是如何设计和运作的,开发者如有需要,可将其中的功能模块用于其他代码库的开发中。
|
本节介绍 `DiffSynth-Studio` 中的独立核心模块 `diffsynth.core`,介绍内部的功能是如何设计和运作的,开发者如有需要,可将其中的功能模块用于其他代码库的开发中。
|
||||||
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||||||
* [`diffsynth.core.attention`](API_Reference/core/attention.md): 注意力机制实现
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* [`diffsynth.core.attention`](/docs/zh/API_Reference/core/attention.md): 注意力机制实现
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||||||
* [`diffsynth.core.data`](API_Reference/core/data.md): 数据处理算子与通用数据集
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* [`diffsynth.core.data`](/docs/zh/API_Reference/core/data.md): 数据处理算子与通用数据集
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||||||
* [`diffsynth.core.gradient`](API_Reference/core/gradient.md): 梯度检查点
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* [`diffsynth.core.gradient`](/docs/zh/API_Reference/core/gradient.md): 梯度检查点
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||||||
* [`diffsynth.core.loader`](API_Reference/core/loader.md): 模型下载与加载
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* [`diffsynth.core.loader`](/docs/zh/API_Reference/core/loader.md): 模型下载与加载
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||||||
* [`diffsynth.core.vram`](API_Reference/core/vram.md): 显存管理
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* [`diffsynth.core.vram`](/docs/zh/API_Reference/core/vram.md): 显存管理
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||||||
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||||||
## Section 6: 学术导引
|
## Section 6: 学术导引
|
||||||
|
|
||||||
本节介绍如何利用 `DiffSynth-Studio` 训练新的模型,帮助科研工作者探索新的模型技术。
|
本节介绍如何利用 `DiffSynth-Studio` 训练新的模型,帮助科研工作者探索新的模型技术。
|
||||||
|
|
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* [从零开始训练模型](Research_Tutorial/train_from_scratch.md)
|
* [从零开始训练模型](/docs/zh/Research_Tutorial/train_from_scratch.md)
|
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* 推理改进优化技术【coming soon】
|
* 推理改进优化技术【coming soon】
|
||||||
* 设计可控生成模型【coming soon】
|
* 设计可控生成模型【coming soon】
|
||||||
* 创建新的训练范式【coming soon】
|
* 创建新的训练范式【coming soon】
|
||||||
@@ -86,4 +86,4 @@ graph LR;
|
|||||||
|
|
||||||
本节总结了开发者常见的问题,如果你在使用和开发中遇到了问题,请参考本节内容,如果仍无法解决,请到 GitHub 上给我们提 issue。
|
本节总结了开发者常见的问题,如果你在使用和开发中遇到了问题,请参考本节内容,如果仍无法解决,请到 GitHub 上给我们提 issue。
|
||||||
|
|
||||||
* [常见问题](QA.md)
|
* [常见问题](/docs/zh/QA.md)
|
||||||
|
|||||||
@@ -1,4 +1,4 @@
|
|||||||
DiffSynth-Studio 文档
|
欢迎来到 DiffSynth-Studio 的文档
|
||||||
=====================
|
=====================
|
||||||
|
|
||||||
.. toctree::
|
.. toctree::
|
||||||
|
|||||||
Reference in New Issue
Block a user