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DOC: sphinx init (xorbitsai#189)
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UranusSeven authored Jul 18, 2023
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21 changes: 21 additions & 0 deletions .readthedocs.yaml
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version: 2

# Build documentation in the docs/ directory with Sphinx
sphinx:
configuration: doc/source/conf.py

build:
os: ubuntu-20.04
tools:
python: "3.9"

python:
install:
- method: pip
path: python
extra_requirements:
- doc

submodules:
include: all
recursive: true
32 changes: 32 additions & 0 deletions doc/Makefile
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# 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
SPHINXINTL ?= sphinx-intl
SOURCEDIR = source
BUILDDIR = build

# the i18n builder cannot share the environment and doctrees with the others
I18NSPHINXOPTS = $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) $(SOURCEDIR)
I18NSPHINXLANGS = -l zh_CN

# Put it first so that "make" without argument is like "make help".
help:
@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

.PHONY: help Makefile html_zh_cn gettext

html_zh_cn:
$(SPHINXBUILD) -b html $(ALLSPHINXOPTS) -t zh_cn -D language='zh_CN' "$(SOURCEDIR)" $(BUILDDIR)/html_zh_cn
gettext:
$(SPHINXBUILD) -b gettext $(I18NSPHINXOPTS) $(BUILDDIR)/locale
$(SPHINXINTL) update -p $(BUILDDIR)/locale $(I18NSPHINXLANGS)
python $(SOURCEDIR)/norm_zh.py

# 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)
35 changes: 35 additions & 0 deletions doc/make.bat
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@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
32 changes: 32 additions & 0 deletions doc/source/_static/favicon.svg
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78 changes: 78 additions & 0 deletions doc/source/conf.py
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# 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 os
# import sys
# sys.path.insert(0, os.path.abspath('.'))


# -- Project information -----------------------------------------------------

project = 'Xinference'
copyright = '2023, Xorbits Inc.'
author = 'xorbitsai'


# -- 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.mathjax",
"sphinx.ext.ifconfig",
"sphinx.ext.intersphinx",
"sphinx.ext.viewcode",
"sphinx.ext.githubpages",
"sphinx.ext.autosummary",
"sphinx.ext.napoleon",
"IPython.sphinxext.ipython_directive",
"IPython.sphinxext.ipython_console_highlighting",
]

# 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 = []

# i18n
locale_dirs = ["locale/"] # path is example but recommended.
gettext_compact = False # optional


# -- Options for HTML output -------------------------------------------------

# The theme to use for HTML and HTML Help pages. See the documentation for
# a list of builtin themes.
#
html_theme = 'pydata_sphinx_theme'

# 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']

html_theme_options = {
"icon_links": [
{
"name": "GitHub",
"url": "https://github.com/xorbitsai/inference",
"icon": "fa-brands fa-github",
"type": "fontawesome",
},
]
}

html_favicon = "_static/favicon.svg"
6 changes: 6 additions & 0 deletions doc/source/getting_started/index.rst
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.. _getting_started_index:

===============
Getting Started
===============

90 changes: 90 additions & 0 deletions doc/source/index.rst
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.. _index:

Xorbits Inference: Model Serving Made Easy🤖
""""""""""""""""""""""""""""""""""""""""""""

Xorbits Inference(Xinference) is a powerful and versatile library designed to serve language,
speech recognition, and multimodal models. With Xorbits Inference, you can effortlessly deploy
and serve your or state-of-the-art built-in models using just a single command. Whether you are a
researcher, developer, or data scientist, Xorbits Inference empowers you to unleash the full
potential of cutting-edge AI models.


Key Features
------------

🌟 **Model Serving Made Easy**: Simplify the process of serving large language, speech
recognition, and multimodal models. You can set up and deploy your models
for experimentation and production with a single command.

⚡️ **State-of-the-Art Models**: Experiment with cutting-edge built-in models using a single
command. Inference provides access to state-of-the-art open-source models!

🖥 **Heterogeneous Hardware Utilization**: Make the most of your hardware resources with
`ggml <https://github.com/ggerganov/ggml>`_. Xorbits Inference intelligently utilizes heterogeneous
hardware, including GPUs and CPUs, to accelerate your model inference tasks.

⚙️ **Flexible API and Interfaces**: Offer multiple interfaces for interacting
with your models, supporting RPC, RESTful API(compatible with OpenAI API), CLI and WebUI
for seamless management and monitoring.

🌐 **Distributed Deployment**: Excel in distributed deployment scenarios,
allowing the seamless distribution of model inference across multiple devices or machines.

🔌 **Built-in Integration with Third-Party Libraries**: Xorbits Inference seamlessly integrates
with popular third-party libraries like LangChain and LlamaIndex. (Coming soon)


Installation
------------
Xinference can be installed via pip from PyPI. It is highly recommended to create a new virtual
environment to avoid conflicts::

pip install "xinference[all]"


``xinference[all]`` installs all the necessary packages for serving models. If you want to achieve acceleration on
different hardware, refer to the installation documentation of the corresponding package.

* `llama-cpp-python <https://github.com/abetlen/llama-cpp-python#installation-from-pypi-recommended>`_ is required to run ``baichuan``, ``wizardlm-v1.0``, ``vicuna-v1.3`` and ``orca``.
* `chatglm-cpp-python <https://github.com/li-plus/chatglm.cpp#getting-started>`_ is required to run ``chatglm`` and ``chatglm2``.


Builtin models
--------------

To view the builtin models, run the following command::

xinference list --all


+-------------------+------------------+-----------+---------+--------------------+-----------------------------------------+
| Name | Type | Language | Format | Size (in billions) | Quantization |
+===================+==================+===========+=========+====================+=========================================+
| baichuan | Foundation Model | en, zh | ggmlv3 | 7 | 'q2_K', 'q3_K_L', ... , 'q6_K', 'q8_0' |
+-------------------+------------------+-----------+---------+--------------------+-----------------------------------------+
| chatglm | SFT Model | en, zh | ggmlv3 | 6 | 'q4_0', 'q4_1', 'q5_0', 'q5_1', 'q8_0' |
+-------------------+------------------+-----------+---------+--------------------+-----------------------------------------+
| chatglm2 | SFT Model | en, zh | ggmlv3 | 6 | 'q4_0', 'q4_1', 'q5_0', 'q5_1', 'q8_0' |
+-------------------+------------------+-----------+---------+--------------------+-----------------------------------------+
| wizardlm-v1.0 | SFT Model | en | ggmlv3 | 7, 13, 33 | 'q2_K', 'q3_K_L', ... , 'q6_K', 'q8_0' |
+-------------------+------------------+-----------+---------+--------------------+-----------------------------------------+
| wizardlm-v1.1 | SFT Model | en | ggmlv3 | 13 | 'q2_K', 'q3_K_L', ... , 'q6_K', 'q8_0' |
+-------------------+------------------+-----------+---------+--------------------+-----------------------------------------+
| vicuna-v1.3 | SFT Model | en | ggmlv3 | 7, 13 | 'q2_K', 'q3_K_L', ... , 'q6_K', 'q8_0' |
+-------------------+------------------+-----------+---------+--------------------+-----------------------------------------+
| orca | SFT Model | en | ggmlv3 | 3, 7, 13 | 'q4_0', 'q4_1', 'q5_0', 'q5_1', 'q8_0' |
+-------------------+------------------+-----------+---------+--------------------+-----------------------------------------+

License
-------
`Apache 2 <https://github.com/xorbitsai/inference/blob/main/LICENSE>`_


.. toctree::
:maxdepth: 2
:hidden:

getting_started/index
user_guide/index
reference/index
25 changes: 25 additions & 0 deletions doc/source/locale/zh_CN/LC_MESSAGES/getting_started.po
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# SOME DESCRIPTIVE TITLE.
# Copyright (C) 2023, Xorbits Inc.
# This file is distributed under the same license as the Xinference package.
# FIRST AUTHOR <EMAIL@ADDRESS>, 2023.
#
#, fuzzy
msgid ""
msgstr ""
"Project-Id-Version: Xinference \n"
"Report-Msgid-Bugs-To: \n"
"POT-Creation-Date: 2023-07-18 10:54+0800\n"
"PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n"
"Last-Translator: FULL NAME <EMAIL@ADDRESS>\n"
"Language: zh_CN\n"
"Language-Team: zh_CN <[email protected]>\n"
"Plural-Forms: nplurals=1; plural=0;\n"
"MIME-Version: 1.0\n"
"Content-Type: text/plain; charset=utf-8\n"
"Content-Transfer-Encoding: 8bit\n"
"Generated-By: Babel 2.12.1\n"

#: ../../source/getting_started/index.rst:5
msgid "Getting Started"
msgstr ""

25 changes: 25 additions & 0 deletions doc/source/locale/zh_CN/LC_MESSAGES/getting_started/index.po
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# SOME DESCRIPTIVE TITLE.
# Copyright (C) 2023, Xorbits Inc.
# This file is distributed under the same license as the Xinference package.
# FIRST AUTHOR <EMAIL@ADDRESS>, 2023.
#
#, fuzzy
msgid ""
msgstr ""
"Project-Id-Version: Xinference \n"
"Report-Msgid-Bugs-To: \n"
"POT-Creation-Date: 2023-07-18 11:00+0800\n"
"PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n"
"Last-Translator: FULL NAME <EMAIL@ADDRESS>\n"
"Language: zh_CN\n"
"Language-Team: zh_CN <[email protected]>\n"
"Plural-Forms: nplurals=1; plural=0;\n"
"MIME-Version: 1.0\n"
"Content-Type: text/plain; charset=utf-8\n"
"Content-Transfer-Encoding: 8bit\n"
"Generated-By: Babel 2.12.1\n"

#: ../../source/getting_started/index.rst:5
msgid "Getting Started"
msgstr ""

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