diff --git a/.github/scripts/utils_build.bash b/.github/scripts/utils_build.bash
index 82fa3e26a2..c058c38a06 100644
--- a/.github/scripts/utils_build.bash
+++ b/.github/scripts/utils_build.bash
@@ -132,7 +132,7 @@ __conda_install_gcc () {
   # https://gcc.gnu.org/onlinedocs/libstdc++/manual/status.html#manual.intro.status.iso
   #
   # shellcheck disable=SC2155
-  local gcc_version="${GCC_VERSION:-11.4.0}"
+  local gcc_version="${GCC_VERSION:-14.3.0}"
 
   echo "[INSTALL] Installing GCC (${gcc_version}, ${COMPILER_ARCHNAME}) through Conda ..."
   # shellcheck disable=SC2086
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 0e96f6d050..5023bb013f 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -61,7 +61,7 @@ include(CheckCXXCompilerFlag)
 # Install libraries into correct locations on all platforms
 include(GNUInstallDirs)
 
-# Check AVX
+# Check instruction sets flags
 set(CHECK_AVX_COMPILE ON)
 include(${MODULE_PATH}/FindAVX.cmake)
 # For some reason, AVX flag values end up being packed into a single quoted
@@ -69,6 +69,7 @@ include(${MODULE_PATH}/FindAVX.cmake)
 # the flags here back into list-string format
 separate_arguments(CXX_AVX2_FLAGS)
 separate_arguments(CXX_AVX512_FLAGS)
+include(${MODULE_PATH}/FindARM.cmake)
 
 # Load Python
 find_package(Python)
diff --git a/cmake/modules/FindARM.cmake b/cmake/modules/FindARM.cmake
new file mode 100644
index 0000000000..76b6145980
--- /dev/null
+++ b/cmake/modules/FindARM.cmake
@@ -0,0 +1,21 @@
+
+function(get_sve_compiler_flags variable)
+  # Look for presence of flags
+  check_cxx_compiler_flag(-march=armv8-a+sve COMPILER_SUPPORTS_SVE)
+  check_cxx_compiler_flag(-march=armv8-a+sve2 COMPILER_SUPPORTS_SVE2)
+
+  if(COMPILER_SUPPORTS_SVE2)
+    BLOCK_PRINT(
+      "The compiler supports SVE2 instructions, setting SVE2 compilation flag"
+    )
+    set(_sve_flags "-march=armv8-a+sve2")
+  elseif(COMPILER_SUPPORTS_SVE)
+    BLOCK_PRINT(
+      "The compiler supports SVE2 instructions, setting SVE2 compilation flag"
+    )
+    set(_sve_flags "-march=armv8-a+sve")
+  endif()
+
+  # Set output variable in parent scope
+  set(${variable} ${_sve_flags} PARENT_SCOPE)
+endfunction()
diff --git a/fbgemm_gpu/CMakeLists.txt b/fbgemm_gpu/CMakeLists.txt
index df3d7c3453..f684426b32 100644
--- a/fbgemm_gpu/CMakeLists.txt
+++ b/fbgemm_gpu/CMakeLists.txt
@@ -106,8 +106,9 @@ project(
   VERSION 1.3.0
   LANGUAGES ${project_languages})
 
-# AVX Flags Setup - must be set AFTER project declaration
+# Instruction sets flags setup - must be set AFTER project declaration
 include(${CMAKEMODULES}/FindAVX.cmake)
+include(${CMAKEMODULES}/FindARM.cmake)
 
 # PyTorch Dependencies Setup
 include(${CMAKEMODULES}/PyTorchSetup.cmake)
diff --git a/fbgemm_gpu/cmake/Fbgemm.cmake b/fbgemm_gpu/cmake/Fbgemm.cmake
index f6c2a0841a..c2353180be 100644
--- a/fbgemm_gpu/cmake/Fbgemm.cmake
+++ b/fbgemm_gpu/cmake/Fbgemm.cmake
@@ -18,7 +18,22 @@ set(fbgemm_sources_normal
   "${FBGEMM}/src/Utils.cc")
 
 if(NOT DISABLE_FBGEMM_AUTOVEC)
-  list(APPEND fbgemm_sources_normal "${FBGEMM}/src/EmbeddingSpMDMAutovec.cc" "${FBGEMM}/src/EmbeddingStatsTracker.cc")
+  list(APPEND fbgemm_sources_normal
+    "${FBGEMM}/src/EmbeddingSpMDMAutovec.cc"
+    "${FBGEMM}/src/EmbeddingStatsTracker.cc")
+endif()
+
+if(CMAKE_SYSTEM_PROCESSOR MATCHES "aarch64|ARM64|arm64")
+  list(APPEND fbgemm_sources_normal
+    "${FBGEMM}/src/QuantUtilsNeon.cc")
+
+  # Set SVE flags for autovec if available
+  get_sve_compiler_flags(sve_compiler_flags)
+  if(sve_compiler_flags)
+    set_source_files_properties(${fbgemm_sources_normal}
+      PROPERTIES COMPILE_OPTIONS
+      "${sve_compiler_flags}")
+  endif()
 endif()
 
 set(fbgemm_sources_avx2
@@ -42,11 +57,13 @@ if(CXX_AVX512_FOUND)
 endif()
 
 set(fbgemm_sources ${fbgemm_sources_normal})
+
 if(CXX_AVX2_FOUND)
   set(fbgemm_sources
     ${fbgemm_sources}
     ${fbgemm_sources_avx2})
 endif()
+
 if(CXX_AVX512_FOUND)
   set(fbgemm_sources
     ${fbgemm_sources}