update docs

docs/EN/.readthedocs.yaml

+version: 2
+
+# Set the version of Python and other tools you might need
+build:
+  os: ubuntu-20.04
+  tools:
+    python: "3.10"
+
+formats:
+    - epub
+
+sphinx:
+  configuration: docs/ZH_CN/source/conf.py
+
+python:
+  install:
+    - requirements: requirements-docs.txt
\ No newline at end of file

docs/EN/Makefile

+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = source
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

docs/EN/make.bat

+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=source
+set BUILDDIR=build
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.https://www.sphinx-doc.org/
+	exit /b 1
+)
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd

docs/EN/source/conf.py

+# Configuration file for the Sphinx documentation builder.
+#
+# This file only contains a selection of the most common options. For a full
+# list see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Path setup --------------------------------------------------------------
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+
+import logging
+import os
+import sys
+from typing import List
+
+from sphinx.ext import autodoc
+import sphinxcontrib.redoc
+
+
+logger = logging.getLogger(__name__)
+sys.path.append(os.path.abspath("../.."))
+
+# -- Project information -----------------------------------------------------
+
+project = "Lightx2v"
+copyright = "2024, Lightx2v Team"
+author = "the Lightx2v Team"
+
+# -- General configuration ---------------------------------------------------
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+extensions = [
+    "sphinx.ext.napoleon",
+    "sphinx.ext.viewcode",
+    "sphinx.ext.intersphinx",
+    "sphinx_copybutton",
+    "sphinx.ext.autodoc",
+    "sphinx.ext.autosummary",
+    "myst_parser",
+    "sphinxarg.ext",
+    "sphinxcontrib.redoc",
+    "sphinxcontrib.openapi",
+]
+
+html_static_path = ["_static"]
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ["_templates"]
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This pattern also affects html_static_path and html_extra_path.
+exclude_patterns: List[str] = ["**/*.template.rst"]
+
+# Exclude the prompt "$" when copying code
+copybutton_prompt_text = r"\$ "
+copybutton_prompt_is_regexp = True
+
+# -- Options for HTML output -------------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+#
+html_title = project
+html_theme = "sphinx_book_theme"
+# html_theme = 'sphinx_rtd_theme'
+html_logo = "../../../assets/img_lightx2v.png"
+html_theme_options = {
+    "path_to_docs": "docs/ZH_CN/source",
+    "repository_url": "https://github.com/ModelTC/lightx2v",
+    "use_repository_button": True,
+}
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+# html_static_path = ['_static']
+
+
+# Generate additional rst documentation here.
+def setup(app):
+    # from docs.source.generate_examples import generate_examples
+    # generate_examples()
+    pass
+
+
+# Mock out external dependencies here.
+autodoc_mock_imports = [
+    "cpuinfo",
+    "torch",
+    "transformers",
+    "psutil",
+    "prometheus_client",
+    "sentencepiece",
+    "lightllm" "numpy",
+    "tqdm",
+    "tensorizer",
+]
+
+for mock_target in autodoc_mock_imports:
+    if mock_target in sys.modules:
+        logger.info(
+            "Potentially problematic mock target (%s) found; "
+            "autodoc_mock_imports cannot mock modules that have already "
+            "been loaded into sys.modules when the sphinx build starts.",
+            mock_target,
+        )
+
+
+class MockedClassDocumenter(autodoc.ClassDocumenter):
+    """Remove note about base class when a class is derived from object."""
+
+    def add_line(self, line: str, source: str, *lineno: int) -> None:
+        if line == "   Bases: :py:class:`object`":
+            return
+        super().add_line(line, source, *lineno)
+
+
+autodoc.ClassDocumenter = MockedClassDocumenter
+
+navigation_with_keys = False

docs/EN/source/deploy_guides/deploy_comfyui.md

+# comfyui部署
+
+xxx
\ No newline at end of file

docs/EN/source/deploy_guides/deploy_gradio.md

+# gradio部署
+
+xxx
\ No newline at end of file

docs/EN/source/deploy_guides/deploy_local_windows.md

+# 本地windows电脑部署
+
+xxx
\ No newline at end of file

docs/EN/source/deploy_guides/for_low_latency.md

+# 低延迟场景部署
+
+xxx
\ No newline at end of file

docs/EN/source/deploy_guides/for_low_resource.md

+# 低资源场景部署
+
+xxx
\ No newline at end of file

docs/zh_CN/01.prepare_envs.md → docs/EN/source/getting_started/quickstart.md

-# 准备环境
+# 快速入门
+
+## 准备环境
 
 我们推荐使用docker环境，这是lightx2v的[dockerhub](https://hub.docker.com/r/lightx2v/lightx2v/tags)，请选择一个最新日期的tag，比如25061301
 
@@ -35,7 +37,7 @@ cd flash-attention && python setup.py install
 cd flash-attention/hopper && python setup.py install
 ```
 
-# 推理
+## 推理
 
 ```shell
 # 修改脚本中的路径

docs/EN/source/index.rst

+欢迎了解 Lightx2v!
+==================
+
+.. figure:: ../../../assets/img_lightx2v.png
+  :width: 100%
+  :align: center
+  :alt: Lightx2v
+  :class: no-scaled-link
+
+.. raw:: html
+
+   <p style="text-align:center">
+   <strong>一个轻量级的视频生成推理框架
+   </strong>
+
+
+文档列表
+-------------
+
+.. toctree::
+   :maxdepth: 1
+   :caption: 快速入门
+
+   快速入门 <getting_started/quickstart.md>
+
+.. toctree::
+   :maxdepth: 1
+   :caption: 方法教程
+
+   模型量化 <method_tutorials/quantization.md>
+   特征缓存 <method_tutorials/cache.md>
+   注意力机制 <method_tutorials/attention.md>
+   参数卸载 <method_tutorials/offload.md>
+   并行推理 <method_tutorials/parallel.md>
+
+.. toctree::
+   :maxdepth: 1
+   :caption: 部署指南
+
+   低延迟场景部署 <deploy_guides/for_low_latency.md>
+   低资源场景部署 <deploy_guides/for_low_resource.md>
+   服务化部署 <deploy_guides/deploy_server.md>
+   gradio部署 <deploy_guides/deploy_gradio.md>
+   comfyui部署 <deploy_guides/deploy_comfyui.md>
+   本地windows电脑部署 <deploy_guides/deploy_local_windows.md>
+
+   
+.. Indices and tables
+.. ==================
+
+.. * :ref:`genindex`
+.. * :ref:`modindex`

docs/EN/source/method_tutorials/attention.md

+# 注意力机制
+
+xxx
\ No newline at end of file

docs/EN/source/method_tutorials/cache.md

+# 特征缓存
+
+xxx
\ No newline at end of file

docs/EN/source/method_tutorials/offload.md

+# 参数卸载
+
+xxx
\ No newline at end of file

docs/EN/source/method_tutorials/parallel.md

+# 并行推理
+
+xxx
\ No newline at end of file

docs/zh_CN/03.quantization.md → docs/EN/source/method_tutorials/quantization.md

-# 量化
+# 模型量化
 
 lightx2v支持对`Dit`中的线性层进行量化推理，支持`w8a8-int8`和`w8a8-fp8`的矩阵乘法。
 

docs/ZH_CN/.readthedocs.yaml

+version: 2
+
+# Set the version of Python and other tools you might need
+build:
+  os: ubuntu-20.04
+  tools:
+    python: "3.10"
+
+formats:
+    - epub
+
+sphinx:
+  configuration: docs/ZH_CN/source/conf.py
+
+python:
+  install:
+    - requirements: requirements-docs.txt
\ No newline at end of file

docs/ZH_CN/Makefile

+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = source
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

docs/ZH_CN/make.bat

+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=source
+set BUILDDIR=build
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.https://www.sphinx-doc.org/
+	exit /b 1
+)
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd