diff --git a/Docs/install/index.rst b/Docs/install/index.rst
index 2953f697a6d..5846a216ae1 100644
--- a/Docs/install/index.rst
+++ b/Docs/install/index.rst
@@ -52,29 +52,43 @@ The AIMET PyTorch GPU PyPI packages are available for environments that meet the
 
 **Pip install**
 
-.. code-block::
+.. code-block:: bash
 
-    apt-get install liblapacke
+    apt-get install liblapacke libpython3-dev
     python3 -m pip install aimet-torch
 
 
 Release Packages
 ~~~~~~~~~~~~~~~~
 
-For other AIMET variants, install the *latest* version from the .whl files hosted at https://github.com/quic/aimet/releases
+For other AIMET variants, install the *latest* version from the .whl files hosted at https://github.com/quic/aimet/releases (compatible with python 3.10 only at this time).
+
+**Prerequisite**
+
+The following pre-requisites apply to all variants. The GPU variants may need additional packages - please see `Advanced Installation Instructions`_ for details.
+
+
+.. code-block:: bash
+
+    # Install pre-requisite packages
+    apt-get install liblapacke libpython3-dev
+
+    # Install an compatible version of pip (since the latest version is NOT compatible with our wheel packages)
+    python3 -m pip install pip==24.0
+
 
 **PyTorch**
 
 .. parsed-literal::
 
     # Pytorch 2.1 with CUDA 12.x
-    python3 -m pip install |download_url|\ |version|/aimet_torch-\ |version|.cu121\ |whl_suffix|
+    python3 -m pip install |download_url|\ |version|/aimet_torch-\ |version|.cu121\ |whl_suffix| -f |torch_pkg_url|
 
     # Pytorch 2.1 CPU only
-    python3 -m pip install |download_url|\ |version|/aimet_torch-\ |version|.cpu\ |whl_suffix|
-    
+    python3 -m pip install |download_url|\ |version|/aimet_torch-\ |version|.cpu\ |whl_suffix| -f |torch_pkg_url|
+
     # Pytorch 1.13 with CUDA 11.x
-    python3 -m pip install |download_url|\ |version|/aimet_torch-\ |version|.cu117\ |whl_suffix|
+    python3 -m pip install |download_url|\ |version|/aimet_torch-\ |version|.cu117\ |whl_suffix| -f |torch_pkg_url|
 
 
 **TensorFlow**
@@ -88,21 +102,22 @@ For other AIMET variants, install the *latest* version from the .whl files hoste
     python3 -m pip install |download_url|\ |version|/aimet_tensorflow-\ |version|.cpu\ |whl_suffix|
 
 
-**Onnx**
+**ONNX**
 
 .. parsed-literal::
 
     # ONNX 1.16 GPU with CUDA 11.x
-    python3 -m pip install |download_url|\ |version|/aimet_onnx-\ |version|.cu117\ |whl_suffix|
+    python3 -m pip install |download_url|\ |version|/aimet_onnx-\ |version|.cu117\ |whl_suffix| -f |torch_pkg_url|
 
     # ONNX 1.16 CPU
-    python3 -m pip install |download_url|\ |version|/aimet_onnx-\ |version|.cpu\ |whl_suffix|
+    python3 -m pip install |download_url|\ |version|/aimet_onnx-\ |version|.cpu\ |whl_suffix| -f |torch_pkg_url|
 
 
 For older versions, please browse the releases at https://github.com/quic/aimet/releases and follow the documentation corresponding to that release to select and install the appropriate package.
 
 .. |whl_suffix| replace:: -cp310-cp310-manylinux_2_34_x86_64.whl
 .. |download_url| replace:: \https://github.com/quic/aimet/releases/download/
+.. |torch_pkg_url| replace:: \https://download.pytorch.org/whl/torch_stable.html
 
 System Requirements
 ~~~~~~~~~~~~~~~~~~~
diff --git a/Docs/install/install_docker.rst b/Docs/install/install_docker.rst
index 8a46723bb07..7d0b8b134c0 100644
--- a/Docs/install/install_docker.rst
+++ b/Docs/install/install_docker.rst
@@ -157,13 +157,20 @@ Set the package details as follows:
     # ex. "aimet_torch-1.34.0.cu121-cp310-cp310-manylinux_2_34_x86_64.whl"
     export wheel_file_name="<wheel file name>"
 
+    # NOTE: Do the following ONLY for the PyTorch and ONNX variant packages!
+    export find_pkg_url_str="-f https://download.pytorch.org/whl/torch_stable.html"
+
 Install the selected AIMET package as specified below:
+
 **NOTE:** Python dependencies will automatically get installed.
 
 .. code-block:: bash
 
-    python3 -m pip install ${download_url}/${wheel_file_name}
+    # Install an compatible version of pip (since the latest version is NOT compatible with our wheel packages)
+    python3 -m pip install pip==24.0
 
+    # Install the wheel package
+    python3 -m pip install ${download_url}/${wheel_file_name} ${find_pkg_url_str}
 
 Environment setup
 ~~~~~~~~~~~~~~~~~
@@ -173,4 +180,3 @@ Set the common environment variables as follows:
 .. code-block:: bash
 
     source /usr/local/lib/python3.10/dist-packages/aimet_common/bin/envsetup.sh
-
diff --git a/Docs/install/install_host.rst b/Docs/install/install_host.rst
index a67a2a7ab37..bee1e342f02 100755
--- a/Docs/install/install_host.rst
+++ b/Docs/install/install_host.rst
@@ -137,12 +137,20 @@ Set the package details as follows:
     # ex. "aimet_torch-1.33.0.cu121-cp310-cp310-manylinux_2_34_x86_64.whl"
     export wheel_file_name="<wheel file name>"
 
+    # NOTE: Do the following ONLY for the PyTorch and ONNX variant packages!
+    export find_pkg_url_str="-f https://download.pytorch.org/whl/torch_stable.html"
+
 Install the selected AIMET package as specified below:
+
 **NOTE:** Python dependencies will automatically get installed.
 
 .. code-block:: bash
 
-    python3 -m pip install ${download_url}/${wheel_file_name}
+    # Install an compatible version of pip (since the latest version is NOT compatible with our wheel packages)
+    python3 -m pip install pip==24.0
+
+    # Install the wheel package
+    python3 -m pip install ${download_url}/${wheel_file_name} ${find_pkg_url_str}
 
 Install common debian packages
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -237,4 +245,3 @@ Set the common environment variables as follows:
 .. code-block:: bash
 
     source /usr/local/lib/python3.10/dist-packages/aimet_common/bin/envsetup.sh
-