diff --git a/p/pytorch/build_info.json b/p/pytorch/build_info.json
index e1c9a382a5..6723951abd 100644
--- a/p/pytorch/build_info.json
+++ b/p/pytorch/build_info.json
@@ -14,6 +14,12 @@
   "v2.4.0": {
     "build_script": "pytorch_ubi_9.3.sh"
   },
+  "v2.11.0": {
+    "patches":{
+      "PATCH": "https://raw.githubusercontent.com/ppc64le/build-scripts/refs/heads/master/p/pytorch/pytorch_v2.6.0.patch"
+    },
+    "build_script": "pytorch_2.11.0_ubi_9.3.sh"
+  },
   "*": {
     "patches":{
       "PATCH": "https://raw.githubusercontent.com/ppc64le/build-scripts/refs/heads/master/p/pytorch/pytorch_v2.6.0.patch"
diff --git a/p/pytorch/pytorch_2.11.0_ubi_9.3.sh b/p/pytorch/pytorch_2.11.0_ubi_9.3.sh
new file mode 100644
index 0000000000..ffa34b47db
--- /dev/null
+++ b/p/pytorch/pytorch_2.11.0_ubi_9.3.sh
@@ -0,0 +1,188 @@
+#!/bin/bash -e
+# -----------------------------------------------------------------------------
+#
+# Package          : pytorch
+# Version          : v2.6.0
+# Source repo      : https://github.com/pytorch/pytorch.git
+# Tested on        : UBI:9.3
+# Language         : Python
+# Ci-Check     : True
+# Script License   : Apache License, Version 2 or later
+# Maintainer       : Ira <ira.pandey1@ibm.com>
+#
+# Disclaimer       : This script has been tested in root mode on given
+# ==========         platform using the mentioned version of the package.
+#                    It may not work as expected with newer versions of the
+#                    package and/or distribution. In such case, please
+#                    contact "Maintainer" of this script.
+#
+# ---------------------------------------------------------------------------
+
+set -e
+
+# Package configuration
+PACKAGE_NAME=pytorch
+PACKAGE_URL=https://github.com/pytorch/pytorch.git
+PACKAGE_VERSION=${1:-v2.11.0}
+PYTHON_VERSION=${PYTHON_VERSION:-3.12}
+PACKAGE_DIR=pytorch
+SCRIPT_DIR=$(pwd)
+
+# Install system dependencies
+yum install -y git make wget python3.12 python3.12-devel python3.12-pip pkgconfig atlas
+yum install -y gcc-toolset-13
+
+yum install -y make libtool xz zlib-devel openssl-devel bzip2-devel libffi-devel libevent-devel patch gcc-toolset-13 pkg-config pkgconf-pkg-config openblas-devel
+dnf install -y gcc-toolset-13-libatomic-devel
+# Install threading libraries required by CMake FindThreads
+yum install -y glibc-devel glibc-headers
+
+# Configure GCC toolset environment
+export PATH=/opt/rh/gcc-toolset-13/root/usr/bin:$PATH
+export LD_LIBRARY_PATH=/opt/rh/gcc-toolset-13/root/usr/lib64:$LD_LIBRARY_PATH
+export PKG_CONFIG_PATH="/usr/lib64/pkgconfig:${PKG_CONFIG_PATH:-}"
+
+# Install CMake
+yum install -y cmake
+cd $SCRIPT_DIR
+
+# Install OpenBLAS from IBM ppc64le wheels
+python3.12 -m pip install openblas==0.3.32+ppc64le1 \
+  --prefer-binary \
+  --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux \
+  --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux-v2026.03.31
+
+# Install SciPy from IBM ppc64le wheels
+# Install appropriate scipy version based on PYTHON_VERSION
+if [ "$PYTHON_VERSION" == "3.14" ]; then
+  echo "Installing scipy v1.16.1 for Python 3.14"
+  python3.12 -m pip install scipy==1.16.1+ppc64le1 \
+    --prefer-binary \
+    --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux \
+    --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux-v2026.03.31
+else
+  echo "Installing scipy v1.15.2 for Python $PYTHON_VERSION"
+  python3.12 -m pip install scipy==1.15.2+ppc64le1 \
+    --prefer-binary \
+    --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux \
+    --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux-v2026.03.31
+fi
+
+# Install protobuf and libprotobuf from IBM ppc64le wheels
+python3.12 -m pip install protobuf==4.25.8 \
+  --prefer-binary \
+  --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux \
+  --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux-v2026.03.31
+
+python3.12 -m pip install libprotobuf==28.0+ppc64le1 \
+  --prefer-binary \
+  --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux \
+  --extra-index-url=https://wheels.developerfirst.ibm.com/ppc64le/linux-v2026.03.31
+
+# Install Rust toolchain
+curl https://sh.rustup.rs -sSf | sh -s -- -y
+source "$HOME/.cargo/env"
+
+# Clone PyTorch repository
+git clone $PACKAGE_URL
+cd $PACKAGE_NAME
+git checkout $PACKAGE_VERSION
+git submodule sync
+git submodule update --init --recursive
+
+# Apply ppc64le-specific patch if available
+PATCH_URL="https://raw.githubusercontent.com/ppc64le/build-scripts/refs/heads/master/p/pytorch/pytorch_${PACKAGE_VERSION}.patch"
+PATCH_FILE="pytorch_${PACKAGE_VERSION}.patch"
+wget -q --spider "$PATCH_URL" && wget -q "$PATCH_URL" && git apply "$PATCH_FILE" || echo "Patch missing, skipped"
+
+# Build configuration
+ARCH=`uname -p`
+BUILD_NUM="1"
+
+export PYTHON_SITE_PACKAGES="$(python3.12 -c 'import site; paths = site.getsitepackages() if hasattr(site, "getsitepackages") else []; print(paths[0] if paths else site.getusersitepackages())')"
+export OpenBLAS_HOME="${PYTHON_SITE_PACKAGES}/openblas"
+export OPENBLAS_INCLUDE="${OpenBLAS_HOME}/include"
+echo "***********************************"
+echo $PYTHON_SITE_PACKAGES
+echo $OpenBLAS_HOME
+echo $OPENBLAS_INCLUDE
+echo "***********************************"
+
+# CPU optimization settings for POWER architecture
+export build_type="cpu"
+export cpu_opt_arch="power9"
+export cpu_opt_tune="power10"
+
+export CXXFLAGS="${CXXFLAGS} -D__STDC_FORMAT_MACROS"
+export LDFLAGS="$(echo ${LDFLAGS} | sed -e 's/-Wl\,--as-needed//')"
+export LDFLAGS="${LDFLAGS} -Wl,-rpath-link,${LIBPROTO_INSTALL}/lib64 -Wl,-rpath-link,${OpenBLASInstallPATH}/lib"
+export CXXFLAGS="${CXXFLAGS} -fplt"
+export CFLAGS="${CFLAGS} -fplt"
+export BLAS=OpenBLAS
+export USE_FBGEMM=0
+export USE_SYSTEM_NCCL=1
+export USE_MKLDNN=0
+export USE_NNPACK=0
+export USE_QNNPACK=0
+export USE_XNNPACK=0
+export USE_PYTORCH_QNNPACK=0
+export TH_BINARY_BUILD=1
+export USE_LMDB=1
+export USE_LEVELDB=1
+export USE_NINJA=0
+export USE_MPI=0
+export USE_OPENMP=1
+export USE_TBB=0
+export BUILD_CUSTOM_PROTOBUF=OFF
+export BUILD_CAFFE2=1
+export PYTORCH_BUILD_VERSION=${PACKAGE_VERSION#v}
+export PYTORCH_BUILD_NUMBER=${BUILD_NUM}
+export USE_CUDA=0
+export USE_CUDNN=0
+export USE_TENSORRT=0
+export Protobuf_INCLUDE_DIR=${LIBPROTO_INSTALL}/include
+export Protobuf_LIBRARIES=${LIBPROTO_INSTALL}/lib64
+export Protobuf_LIBRARY=${LIBPROTO_INSTALL}/lib64/libprotobuf.so
+export Protobuf_LITE_LIBRARY=${LIBPROTO_INSTALL}/lib64/libprotobuf-lite.so
+export Protobuf_PROTOC_EXECUTABLE=${LIBPROTO_INSTALL}/bin/protoc
+export PATH="/protobuf/local/libprotobuf/bin/protoc:${PATH}"
+export LD_LIBRARY_PATH="/protobuf/local/libprotobuf/lib64:${LD_LIBRARY_PATH}"
+export LD_LIBRARY_PATH="/protobuf/third_party/abseil-cpp/local/abseilcpp/lib:${LD_LIBRARY_PATH}"
+
+# Apply CPU architecture optimizations
+export CXXFLAGS="${CXXFLAGS} -mcpu=${cpu_opt_arch} -mtune=${cpu_opt_tune}"
+export CFLAGS="${CFLAGS} -mcpu=${cpu_opt_arch} -mtune=${cpu_opt_tune}"
+export LD_LIBRARY_PATH="${SCRIPT_DIR}/pytorch/torch/lib/:${LD_LIBRARY_PATH}"
+export LD_LIBRARY_PATH="${SCRIPT_DIR}/pytorch/torch/lib64/:${LD_LIBRARY_PATH}"
+export LD_LIBRARY_PATH="${SCRIPT_DIR}/protobuf/local/libprotobuf/lib64/:${LD_LIBRARY_PATH}"
+
+# Install Python dependencies
+sed -i "s/cmake/cmake==3.*/g" requirements.txt
+python3.12 -m pip install -r requirements.txt
+
+# Build and install PyTorch
+echo "Building PyTorch with MAX_JOBS=${MAX_JOBS} to manage memory usage..."
+if ! (MAX_JOBS=${nproc} python3.12 setup.py install); then
+    echo "------------------$PACKAGE_NAME:Install_fails-------------------------------------"
+    echo "$PACKAGE_URL $PACKAGE_NAME"
+    echo "$PACKAGE_NAME  |  $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Fail |  Install_Fails"
+    exit 1
+fi
+
+# Verify installation with basic import test
+echo "Running basic import test for torch..."
+cd ..
+export LD_LIBRARY_PATH=${PYTHON_SITE_PACKAGES}/openblas/lib:$LD_LIBRARY_PATH
+export LD_LIBRARY_PATH=/lib:$LD_LIBRARY_PATH
+
+if ! (python3.12 -c "import torch;"); then
+    echo "--------------------$PACKAGE_NAME:Install_success_but_test_fails---------------------"
+    echo "$PACKAGE_URL $PACKAGE_NAME"
+    echo "$PACKAGE_NAME  |  $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Fail |  Install_success_but__Import_Fails"
+    exit 2
+else
+    echo "------------------$PACKAGE_NAME:Install_&_test_both_success-------------------------"
+    echo "$PACKAGE_URL $PACKAGE_NAME"
+    echo "$PACKAGE_NAME  |  $PACKAGE_URL | $PACKAGE_VERSION | GitHub  | Pass |  Both_Install_and_Import_Success"
+    exit 0
+fi
diff --git a/p/pytorch/pytorch_v2.11.0.patch b/p/pytorch/pytorch_v2.11.0.patch
new file mode 100644
index 0000000000..7c9bd69276
--- /dev/null
+++ b/p/pytorch/pytorch_v2.11.0.patch
@@ -0,0 +1,42 @@
+From 27c6a367000b0e0fc00092036a9bd4678e134873 Mon Sep 17 00:00:00 2001
+From: Shivansh-ibm <shivansh.s1@ibm.com>
+Date: Fri, 12 Dec 2025 09:54:33 +0000
+Subject: [PATCH] pytorch_v2.9.1
+
+---
+ cmake/Dependencies.cmake     | 2 ++
+ tools/setup_helpers/cmake.py | 5 +++++
+ 2 files changed, 7 insertions(+)
+
+diff --git a/cmake/Dependencies.cmake b/cmake/Dependencies.cmake
+index 903c212de81..b330cff87ed 100644
+--- a/cmake/Dependencies.cmake
++++ b/cmake/Dependencies.cmake
+@@ -1159,6 +1159,8 @@ if(USE_DISTRIBUTED AND USE_TENSORPIPE)
+       set(TP_ENABLE_CUDA_IPC ON CACHE BOOL "" FORCE)
+     endif()
+     set(TP_BUILD_LIBUV ON CACHE BOOL "" FORCE)
++    set(TP_ENABLE_SHM OFF CACHE BOOL "" FORCE)
++    set(TP_ENABLE_CMA OFF CACHE BOOL "" FORCE)
+     add_compile_options(-DTORCH_USE_LIBUV)
+     include_directories(BEFORE SYSTEM ${CMAKE_CURRENT_LIST_DIR}/../third_party/tensorpipe/third_party/libuv/include)
+     set(TP_STATIC_OR_SHARED STATIC CACHE STRING "" FORCE)
+diff --git a/tools/setup_helpers/cmake.py b/tools/setup_helpers/cmake.py
+index 88f0fe5d309..5d717223a0c 100644
+--- a/tools/setup_helpers/cmake.py
++++ b/tools/setup_helpers/cmake.py
+@@ -253,6 +253,11 @@ class CMake:
+             # Key: environment variable name. Value: Corresponding variable name to be passed to CMake. If you are
+             # adding a new build option to this block: Consider making these two names identical and adding this option
+             # in the block below.
++            "Protobuf_INCLUDE_DIR" : "Protobuf_INCLUDE_DIR",
++            "Protobuf_LIBRARIES" : "Protobuf_LIBRARIES",
++            "Protobuf_LIBRARY": "Protobuf_LIBRARY",
++            "Protobuf_LITE_LIBRARY" : "Protobuf_LITE_LIBRARY",
++            "Protobuf_PROTOC_EXECUTABLE": "Protobuf_PROTOC_EXECUTABLE",
+             "CUDNN_LIB_DIR": "CUDNN_LIBRARY",
+             "USE_CUDA_STATIC_LINK": "CAFFE2_STATIC_LINK_CUDA",
+         }
+-- 
+2.47.3
+