diff --git a/Docs/CMakeLists.txt b/Docs/CMakeLists.txt
index 598aa2fc935..43afb34fbcc 100644
--- a/Docs/CMakeLists.txt
+++ b/Docs/CMakeLists.txt
@@ -52,23 +52,5 @@ add_custom_target(doc
add_dependencies(doc
copy_doc_source copy_examples)
-# Only build torch v2 documentation if torch is enabled
-if(ENABLE_TORCH)
- # Separate build for v2 documentation
- # This prevents v1 documents from appearing in the TOC and search results of the v2 documentation
- # Specify the config file for the v2 docs as Docs/torch_docs instead of the default source path
- add_custom_target(doc_v2
- COMMAND ${CMAKE_COMMAND} -E env
- "${AIMET_PYTHONPATH}"
- "SW_VERSION=${SW_VERSION}"
- sphinx-build -v -T -b html ${CMAKE_BINARY_DIR}/Docs_SOURCE ${CMAKE_CURRENT_BINARY_DIR}/torch_v2 -c ${CMAKE_BINARY_DIR}/Docs_SOURCE/torch_docs)
-
- add_dependencies(doc_v2
- copy_doc_source)
-
- add_dependencies(doc
- doc_v2)
-endif(ENABLE_TORCH)
-
add_custom_target(copy_doc_source
COMMAND ${CMAKE_COMMAND} -E copy_directory ${CMAKE_CURRENT_SOURCE_DIR} ${CMAKE_BINARY_DIR}/Docs_SOURCE)
diff --git a/Docs/_static/style.css b/Docs/_static/style.css
index 1d74b8854c2..dd30c3fa814 100644
--- a/Docs/_static/style.css
+++ b/Docs/_static/style.css
@@ -221,37 +221,6 @@ padding: .4045em 1.618em;
font-size: 14px;
}
-
-/*
- * Version selector color configuration
- */
-.rst-versions {
- position: sticky;
- background: var(--aimet-white);
-}
-
-.rst-versions .rst-current-version {
- text-align: center;
- background-color: var(--aimet-white);
- color: black;
-}
-
-.rst-versions .rst-current-version-name {
- color: var(--aimet-menu-font-active);
-}
-
-.rst-versions .rst-current-version .fa-caret-down {
- color: black;
-}
-
-.rst-versions .rst-other-versions dd a {
- color: var(--aimet-menu-font-active)
-}
-
-.rst-versions .rst-other-versions dt {
- color: black;
-}
-
/*
* Highlight color for code segments
*/
diff --git a/Docs/_templates/layout.html b/Docs/_templates/layout.html
deleted file mode 100644
index 54f72c20ce3..00000000000
--- a/Docs/_templates/layout.html
+++ /dev/null
@@ -1,32 +0,0 @@
-{% extends "!layout.html" %}
-
-{%- block sidebartitle %}
-
- {# the logo helper function was removed in Sphinx 6 and deprecated since Sphinx 4 #}
- {# the master_doc variable was renamed to root_doc in Sphinx 4 (master_doc still exists in later Sphinx versions) #}
- {%- set _logo_url = logo_url|default(pathto('_static/' + (logo or ""), 1)) %}
- {%- set _root_doc = root_doc|default(master_doc) %}
-
- {% if not theme_logo_only %}{{ project }}{% endif %}
- {%- if logo or logo_url %}
-
- {%- endif %}
-
-
- {%- if theme_display_version %}
- {%- set nav_version = version %}
- {%- if READTHEDOCS and current_version %}
- {%- set nav_version = current_version %}
- {%- endif %}
- {%- if nav_version %}
-
- {{ nav_version }}
-
- {%- endif %}
- {%- endif %}
-
- {%- include "variants.html" %}
-
- {%- include "searchbox.html" %}
-
-{%- endblock %}
diff --git a/Docs/_templates/variants.html b/Docs/_templates/variants.html
deleted file mode 100644
index f49723cfe2f..00000000000
--- a/Docs/_templates/variants.html
+++ /dev/null
@@ -1,17 +0,0 @@
-{% if display_version_tab %}
-{# Add rst-badge after rst-versions for small badge style. #}
-
-
- AIMET Variant: {{ current_version }}
-
-
-
-
- - {{ _('Documentation Versions') }}
- {% for slug, url in versions %}
- - {{ slug }}
- {% endfor %}
-
-
-
-{% endif %}
diff --git a/Docs/conf.py b/Docs/conf.py
index 642d18f97ab..ec421d5ff5f 100644
--- a/Docs/conf.py
+++ b/Docs/conf.py
@@ -233,16 +233,6 @@ def setup(app):
nbsphinx_allow_errors = True
nbsphinx_execute = 'never'
-docs_root_url = "https://quic.github.io/aimet-pages/releases/latest/"
-
-# Version here refers to the AIMET torch v1/v2 version, not the AIMET release number
-html_context = {
- 'current_version' : "Universal",
- 'versions' : [["Universal", docs_root_url + "user_guide/index.html"],
- ["PyTorch", docs_root_url + "torch_v2/torch_docs/index.html"]],
- 'display_version_tab': False
-}
-
autosummary_generate = False
# contains a list of modules to be mocked up which are not available during docs build time
diff --git a/Docs/torch_docs/conf.py b/Docs/torch_docs/conf.py
deleted file mode 100644
index fece0ba41f3..00000000000
--- a/Docs/torch_docs/conf.py
+++ /dev/null
@@ -1,70 +0,0 @@
-# -*- coding: utf-8 -*-
-# pylint: skip-file
-# =============================================================================
-# @@-COPYRIGHT-START-@@
-#
-# Copyright (c) 2024, Qualcomm Innovation Center, Inc. All rights reserved.
-#
-# Redistribution and use in source and binary forms, with or without
-# modification, are permitted provided that the following conditions are met:
-#
-# 1. Redistributions of source code must retain the above copyright notice,
-# this list of conditions and the following disclaimer.
-#
-# 2. Redistributions in binary form must reproduce the above copyright notice,
-# this list of conditions and the following disclaimer in the documentation
-# and/or other materials provided with the distribution.
-#
-# 3. Neither the name of the copyright holder nor the names of its contributors
-# may be used to endorse or promote products derived from this software
-# without specific prior written permission.
-#
-# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
-# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
-# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
-# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
-# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
-# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
-# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
-# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
-# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
-# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
-# POSSIBILITY OF SUCH DAMAGE.
-#
-# SPDX-License-Identifier: BSD-3-Clause
-#
-# @@-COPYRIGHT-END-@@
-# =============================================================================
-""" Configuration file for the Sphinx documentation builder """
-
-import os
-import sys
-
-
-cur_dir = os.getcwd()
-source_dir = os.path.join(cur_dir, '..')
-sys.path.append(os.path.join(cur_dir, '..'))
-
-# First import all universal settings from the base Docs/conf.py file
-from conf import *
-
-# Overwrite the master document and exclude irrelevant files from the build
-master_doc = 'torch_docs/index'
-
-# These paths are relative to the source directory
-exclude_patterns = ["keras_code_examples*", "onnx_code_examples*", "tf_code_examples*", "torch_code_examples*",
- "api_docs*", "Examples*", "user_guide/examples.rst"]
-
-# These paths are relative to the current directory
-html_static_path = [os.path.join(source_dir, "_static")]
-templates_path = [os.path.join(source_dir, "_templates")]
-html_logo = '../images/brain_logo.png'
-
-# Version here refers to the AIMET torch v1/v2 version, not the AIMET release number
-html_context["current_version"] = "PyTorch"
-
-autosummary_generate = True
-
-autosummary_filename_map = {
- "aimet_torch.v2.quantization.affine.quantize": "aimet_torch.v2.quantization.affine.quantize_"
-}
diff --git a/Docs/torch_docs/index.rst b/Docs/torch_docs/index.rst
deleted file mode 100644
index 3224374d212..00000000000
--- a/Docs/torch_docs/index.rst
+++ /dev/null
@@ -1,105 +0,0 @@
-
-.. _ug-torch-apidocs:
-
-================================================
-AIMET: AI Model Efficiency Toolkit Documentation
-================================================
-
-AI Model Efficiency Toolkit (AIMET) provides tools enabling users to quantize and compress PyTorch models. Quantization
-is an essential step when deploying models to edge devices with fixed-point AI accelerators.
-
-AIMET provides both post-training and fine-tuning techniques to minimize accuracy loss incurred when quantizing
-floating-point models.
-
-.. image:: ../images/AIMET_index_no_fine_tune.png
- :width: 800px
-
-The above picture shows a high-level view of the workflow when using AIMET. The user passes a trained floating-point
-model to AIMET's APIs for quantization. AIMET returns a new PyTorch model simulating low-precision inference, which users
-can fine-tune to recover lost accuracy. Users can then export the quantized model via ONNX/torchscript to an on-target
-runtime like Qualcomm\ |reg| Neural Processing SDK.
-
-
-Getting Started
-===============
-
-
-.. toctree::
- :caption: Getting Started
- :hidden:
- :titlesonly:
- :includehidden:
- :maxdepth: 1
-
- Installation <../install/index>
- Quickstart Guide
-
-
-**Pip Installation:**
-
-.. code-block:: console
-
- apt-get install liblapacke
- python3 -m pip install aimet-torch
-
-For more installation options, please visit the :ref:`AIMET installation instructions`.
-
-
-**Basic Usage:**
-
-.. code-block:: Python
-
- import aimet_torch.v2 as aimet
-
- # Create quantization simulation model for your model
- sim = aimet.quantsim.QuantizationSimModel(model, sample_input)
-
- # Calibrate quantization encodings on sample data
- with aimet.nn.compute_encodings(sim.model):
- for data, _ in data_loader:
- sim.model(data)
-
- # Simulate quantized inference
- sample_output = sim.model(sample_input)
-
- # Export model and quantization encodings
- sim.export("./out_dir", "quantized_model", sample_input)
-
-Please view the :ref:`Quickstart Guide` for a more in-depth guide to using AIMET quantsim.
-
-.. toctree::
- :caption: Examples
- :glob:
- :titlesonly:
-
- examples/*
-
-
-
-
-.. toctree::
- :caption: Feature Descriptions
- :titlesonly:
- :maxdepth: 1
-
- Adaptive Rounding (AdaRound) <../user_guide/adaround>
-
-.. toctree::
- :maxdepth: 2
- :titlesonly:
- :caption: AIMET PyTorch API
-
- quantized_modules
- quantizer
- api/nn.quantization_mixin
- api/quantization/affine/index
- api/quantization/float/index
- encoding_analyzer
-
-
-
-
-| |project| is a product of |author|
-| Qualcomm\ |reg| Neural Processing SDK is a product of Qualcomm Technologies, Inc. and/or its subsidiaries.
-
-.. |reg| unicode:: U+000AE .. REGISTERED SIGN