[DOC] Add icml tutorial (#624)

alpa-projects · Jul 22, 2022 · 504e770 · 504e770
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diff --git a/README.md b/README.md
@@ -44,12 +44,13 @@ Check out the [Alpa Documentation](https://alpa-projects.github.io) site for ins
 
 ## More Information
 - [Alpa paper](https://arxiv.org/pdf/2201.12023.pdf) (OSDI'22)
-- [Google AI Blog](https://ai.googleblog.com/2022/05/alpa-automated-model-parallel-deep.html)
+- [Google AI blog](https://ai.googleblog.com/2022/05/alpa-automated-model-parallel-deep.html)
 - [Alpa talk slides](https://docs.google.com/presentation/d/1CQ4S1ff8yURk9XmL5lpQOoMMlsjw4m0zPS6zYDcyp7Y/edit?usp=sharing)
+- [Big model tutorial](https://sites.google.com/view/icml-2022-big-model/home) (ICML'22)
 
 ## Getting Involved
 - Please read the [contributor guide](https://alpa-projects.github.io/developer/developer_guide.html) if you are interested in contributing to Alpa. 
-- Please connect to Alpa contributors via the [Alpa slack](https://forms.gle/YEZTCrtZD6EAVNBQ7).
+- Connect to Alpa contributors via the [Alpa slack](https://forms.gle/YEZTCrtZD6EAVNBQ7).
 
 ## License
 Alpa is licensed under the [Apache-2.0 license](https://github.com/alpa-projects/alpa/blob/main/LICENSE).
diff --git a/docs/architecture/overview.rst b/docs/architecture/overview.rst
@@ -11,17 +11,9 @@ This document is organized as follows:
 
 You are recommended to read the the following materials as well:
 
-- `Alpa research paper`_.
-- `Alpa talk slides`_.
-- `12-min introductory talk`_ about Alpa.
-- `Talk @ Stanford MLSys Seminar`_.
-- `Talk @ UW SAMPL`_.
-
-.. _Alpa research paper: https://arxiv.org/pdf/2201.12023.pdf 
-.. _Alpa talk slides: https://docs.google.com/presentation/d/1CQ4S1ff8yURk9XmL5lpQOoMMlsjw4m0zPS6zYDcyp7Y/edit?usp=sharing 
-.. _12-min introductory talk: https://youtu.be/Jqz34CV-UqU
-.. _Talk @ Stanford MLSys Seminar: https://youtu.be/y1NXHjcl6V0
-.. _Talk @ UW SAMPL: https://youtu.be/g_E7UfpXusk
+- `Alpa paper <https://arxiv.org/pdf/2201.12023.pdf>`_ (OSDI'22)
+- `Google AI blog <https://ai.googleblog.com/2022/05/alpa-automated-model-parallel-deep.html>`_
+- `Alpa talk slides <https://docs.google.com/presentation/d/1CQ4S1ff8yURk9XmL5lpQOoMMlsjw4m0zPS6zYDcyp7Y/edit?usp=sharing>`_
 
 Overview
 ========

diff --git a/docs/index.rst b/docs/index.rst
@@ -24,6 +24,7 @@ Alpa is a system for training and serving large-scale neural networks.
    tutorials/alpa_vs_pmap.rst
    tutorials/perf_tuning_guide.rst
    tutorials/opt_serving.rst
+   tutorials/icml_big_model_tutorial.rst
 
 .. toctree::
    :maxdepth: 1