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The following commit(s) were added to refs/heads/main by this push:
     new 68429af88b [DOCS] Add PyPI install guidance and update install command 
(#19883)
68429af88b is described below

commit 68429af88bdb889ebf1583b643b1114559db641b
Author: Shushi Hong <[email protected]>
AuthorDate: Wed Jun 24 23:08:39 2026 -0400

    [DOCS] Add PyPI install guidance and update install command (#19883)
    
    This PR updates the TVM installation documentation
---
 docs/install/index.rst               | 14 ++++++++++----
 docs/install/{index.rst => pypi.rst} | 27 ++++++++++++++-------------
 docs/tirx/install.rst                |  2 +-
 3 files changed, 25 insertions(+), 18 deletions(-)

diff --git a/docs/install/index.rst b/docs/install/index.rst
index 8e4af2821e..48be303498 100644
--- a/docs/install/index.rst
+++ b/docs/install/index.rst
@@ -23,13 +23,19 @@ Installing TVM
 .. toctree::
    :maxdepth: 1
 
+   pypi
    from_source
    docker
 
-Visit the :ref:`install TVM from source <install-from-source>` page to install 
TVM from the source code. Installing
-from source gives you the maximum flexibility to configure the build 
effectively from the official source releases.
-If you are interested in deploying to mobile or embedded devices, you do not 
need to
-install the entire TVM stack on your device. Instead, you only need the 
runtime.
+For most Python users, the quickest way to get started is to
+:ref:`install the Apache TVM wheel from PyPI <install-from-pypi>`.
+
+Visit the :ref:`install TVM from source <install-from-source>` page to install
+TVM from the source code. Installing from source gives you the maximum
+flexibility to configure the build effectively from the official source
+releases. If you are interested in deploying to mobile or embedded devices,
+you do not need to install the entire TVM stack on your device. Instead, you
+only need the runtime.
 
 If you would like to quickly try out TVM or run some demo and tutorials, you
 can :ref:`install from Docker <docker-images>`.
diff --git a/docs/install/index.rst b/docs/install/pypi.rst
similarity index 56%
copy from docs/install/index.rst
copy to docs/install/pypi.rst
index 8e4af2821e..095835312f 100644
--- a/docs/install/index.rst
+++ b/docs/install/pypi.rst
@@ -15,21 +15,22 @@
     specific language governing permissions and limitations
     under the License.
 
-.. _installation:
+.. _install-from-pypi:
 
-Installing TVM
-==============
+Install from PyPI
+=================
 
-.. toctree::
-   :maxdepth: 1
+For most Python users, the quickest way to get started is to install the Apache
+TVM wheel from PyPI:
 
-   from_source
-   docker
+.. code-block:: bash
 
-Visit the :ref:`install TVM from source <install-from-source>` page to install 
TVM from the source code. Installing
-from source gives you the maximum flexibility to configure the build 
effectively from the official source releases.
-If you are interested in deploying to mobile or embedded devices, you do not 
need to
-install the entire TVM stack on your device. Instead, you only need the 
runtime.
+   pip install apache-tvm
 
-If you would like to quickly try out TVM or run some demo and tutorials, you
-can :ref:`install from Docker <docker-images>`.
+This installs the Python package, including modules such as ``tvm.tirx``, and
+is suitable for trying tutorials that do not require a custom build.
+
+For more details on installing the TIRx compiler and optional kernel library,
+visit the :doc:`TIRx installation </tirx/install>` page. If you need to
+customize TVM's build configuration, visit the
+:ref:`install TVM from source <install-from-source>` page instead.
diff --git a/docs/tirx/install.rst b/docs/tirx/install.rst
index 3c273ba21e..ddc185cc7e 100644
--- a/docs/tirx/install.rst
+++ b/docs/tirx/install.rst
@@ -39,7 +39,7 @@ Install the Apache TVM wheel (the TIRx compiler is the 
``tvm.tirx`` module):
 
 .. code-block:: bash
 
-   pip install apache-tvm==0.25.0
+   pip install apache-tvm
 
 Verify:
 

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