diff --git a/backends/vulkan/test/op_tests/CMakeLists.txt b/backends/vulkan/test/op_tests/CMakeLists.txt
index 071c5bd0a40..07a13c3f260 100644
--- a/backends/vulkan/test/op_tests/CMakeLists.txt
+++ b/backends/vulkan/test/op_tests/CMakeLists.txt
@@ -88,6 +88,12 @@ function(vulkan_op_test test_name test_src)
 endfunction()
 
 if(TARGET vulkan_backend AND LIB_TORCH)
+  add_library(test_utils ${CMAKE_CURRENT_SOURCE_DIR}/test_utils.cpp)
+  target_include_directories(test_utils PRIVATE ${COMMON_INCLUDES})
+  target_link_libraries(
+    test_utils PRIVATE vulkan_backend ${LIB_TORCH} ${LIB_TORCH_CPU}
+  )
+
   find_library(
     CUSTOM_OPS_LIB custom_ops_aot_lib
     HINTS ${CMAKE_INSTALL_PREFIX}/executorch/extension/llm/custom_ops
@@ -95,7 +101,7 @@ if(TARGET vulkan_backend AND LIB_TORCH)
   if(CUSTOM_OPS_LIB)
     vulkan_op_test(
       vulkan_sdpa_test ${CMAKE_CURRENT_SOURCE_DIR}/sdpa_test.cpp
-      ${CUSTOM_OPS_LIB}
+      ${CUSTOM_OPS_LIB} test_utils
     )
   else()
     message(
@@ -104,10 +110,11 @@ if(TARGET vulkan_backend AND LIB_TORCH)
   endif()
   vulkan_op_test(
     vulkan_rope_test ${CMAKE_CURRENT_SOURCE_DIR}/rotary_embedding_test.cpp
+    test_utils
   )
   vulkan_op_test(
-    vulkan_linear_weight_int4_test
-    ${CMAKE_CURRENT_SOURCE_DIR}/linear_weight_int4_test.cpp
+    quantized_linear_test ${CMAKE_CURRENT_SOURCE_DIR}/quantized_linear_test.cpp
+    test_utils
   )
 
   # Only build generated op tests if a path to tags.yaml and
diff --git a/backends/vulkan/test/scripts/test_op.sh b/backends/vulkan/test/scripts/test_op.sh
new file mode 100755
index 00000000000..36920cb73cc
--- /dev/null
+++ b/backends/vulkan/test/scripts/test_op.sh
@@ -0,0 +1,258 @@
+#!/bin/bash
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the BSD-style license found in the
+# LICENSE file in the root directory of this source tree.
+
+set -exu
+
+# Initialize variables
+RUN_BUILD=false
+RUN_CLEAN=false
+RUN_CLEAN_TESTS=false
+RUN_RECOMPILE=false
+RUN_TESTS=false
+TEST_BINARY=""
+ATEN_OP=""
+
+# Parse arguments
+SKIP_NEXT=false
+if [[ $# -eq 0 ]]; then
+  # No arguments provided - run default test
+  TEST_BINARY="vulkan_op_correctness_tests"
+  RUN_TESTS=true
+else
+  for i in $(seq 1 $#); do
+    if [[ "$SKIP_NEXT" == true ]]; then
+      SKIP_NEXT=false
+      continue
+    fi
+
+    arg="${!i}"
+    case $arg in
+      --build|-b)
+        RUN_BUILD=true
+        ;;
+      --clean|-c)
+        RUN_CLEAN=true
+        RUN_BUILD=true
+        ;;
+      --clean_tests|-ct)
+        RUN_CLEAN_TESTS=true
+        ;;
+      --recompile|-rc)
+        RUN_RECOMPILE=true
+        ;;
+      --test|-t)
+        RUN_TESTS=true
+        ;;
+      --aten)
+        next_i=$((i + 1))
+        if [[ $next_i -le $# ]]; then
+          ATEN_OP="${!next_i}"
+          TEST_BINARY="vulkan_op_correctness_tests"
+          RUN_TESTS=true
+          SKIP_NEXT=true
+        else
+          echo "Error: --aten requires an operator name"
+          exit 1
+        fi
+        ;;
+      --*|-*)
+        echo "Unknown argument: $arg"
+        exit 1
+        ;;
+      *)
+        if [[ -z "$TEST_BINARY" ]]; then
+          TEST_BINARY="$arg"
+          RUN_TESTS=true
+        else
+          echo "Multiple test binaries provided: $TEST_BINARY and $arg"
+          exit 1
+        fi
+        ;;
+    esac
+  done
+fi
+
+# Determine execution mode based on parsed arguments
+if [[ "$RUN_BUILD" == true ]] && [[ -z "$TEST_BINARY" ]] && [[ "$RUN_TESTS" == false ]]; then
+  # Build-only mode
+  echo "Build-only mode"
+elif [[ "$RUN_BUILD" == true ]] && [[ -n "$TEST_BINARY" ]]; then
+  # Build and test mode
+  echo "Build and test mode for: $TEST_BINARY"
+elif [[ "$RUN_BUILD" == false ]] && [[ -n "$TEST_BINARY" ]]; then
+  # Test-only mode
+  echo "Test-only mode for: $TEST_BINARY"
+elif [[ "$RUN_TESTS" == true ]] && [[ -z "$TEST_BINARY" ]]; then
+  # Run all available tests
+  echo "Running all available operator tests"
+elif [[ $# -eq 0 ]]; then
+  # No arguments provided - run default test
+  TEST_BINARY="vulkan_op_correctness_tests"
+  RUN_TESTS=true
+  echo "No arguments provided, running default test: $TEST_BINARY"
+else
+  echo "Invalid argument combination. Usage:"
+  echo "  $0                                                                              # Run default vulkan_op_correctness_tests"
+  echo "  $0 --build|-b [--clean|-c] [--clean_tests|-ct] [--recompile|-rc]                # Build-only mode"
+  echo "  $0 [test_binary_name] [--build|-b] [--clean|-c] [--clean_tests|-ct] [--recompile|-rc]  # Test mode or build+test mode"
+  echo "  $0 --test|-t [--build|-b] [--clean|-c] [--clean_tests|-ct] [--recompile|-rc]    # Run all tests mode"
+  echo "  $0 --aten <operator_name> [--build|-b] [--clean|-c] [--clean_tests|-ct] [--recompile|-rc]  # Run specific ATen operator test"
+  echo "  $0 --clean_tests|-ct                                                            # Clean and rebuild only operator tests"
+  echo ""
+  echo "Available test binaries:"
+  echo "  - vulkan_op_correctness_tests"
+  echo "  - vulkan_op_benchmarks"
+  echo "  - compute_graph_op_tests"
+  echo "  - sdpa_test"
+  exit 1
+fi
+
+if [[ -z "${PYTHON_EXECUTABLE:-}" ]]; then
+  PYTHON_EXECUTABLE=python3
+fi
+which "${PYTHON_EXECUTABLE}"
+
+CMAKE_OUTPUT_DIR=cmake-out
+
+clean_build_directory() {
+  echo "Cleaning build directory: ${CMAKE_OUTPUT_DIR}"
+  rm -rf ${CMAKE_OUTPUT_DIR}
+}
+
+clean_test_directory() {
+  echo "Cleaning test build directory: ${CMAKE_OUTPUT_DIR}/backends/vulkan/test/op_tests"
+  rm -rf ${CMAKE_OUTPUT_DIR}/backends/vulkan/test/op_tests
+}
+
+build_core_libraries() {
+  cmake . \
+    -DCMAKE_INSTALL_PREFIX=cmake-out \
+    -DEXECUTORCH_BUILD_KERNELS_CUSTOM=ON \
+    -DEXECUTORCH_BUILD_KERNELS_CUSTOM_AOT=ON \
+    -DEXECUTORCH_BUILD_KERNELS_OPTIMIZED=ON \
+    -DEXECUTORCH_BUILD_KERNELS_QUANTIZED=ON \
+    -DEXECUTORCH_BUILD_EXTENSION_DATA_LOADER=ON \
+    -DEXECUTORCH_BUILD_EXTENSION_FLAT_TENSOR=ON \
+    -DEXECUTORCH_BUILD_EXTENSION_MODULE=ON \
+    -DEXECUTORCH_BUILD_EXTENSION_RUNNER_UTIL=ON \
+    -DEXECUTORCH_BUILD_EXTENSION_TENSOR=ON \
+    -DEXECUTORCH_BUILD_EXECUTOR_RUNNER=ON \
+    -DEXECUTORCH_BUILD_DEVTOOLS=ON \
+    -DEXECUTORCH_BUILD_VULKAN=ON \
+    -DEXECUTORCH_BUILD_XNNPACK=ON \
+    -DEXECUTORCH_BUILD_TESTS=ON \
+    -Bcmake-out && \
+  cmake --build cmake-out -j64 --target install
+}
+
+build_operator_tests() {
+  echo "Building Vulkan operator tests..."
+
+  # Check if TORCH_OPS_YAML_PATH is set, if not use default
+  if [[ -z "${TORCH_OPS_YAML_PATH:-}" ]]; then
+    TORCH_OPS_YAML_PATH="$HOME/Github/pytorch/aten/src/ATen/native"
+    echo "Using default TORCH_OPS_YAML_PATH: $TORCH_OPS_YAML_PATH"
+  fi
+
+  # Verify that TORCH_OPS_YAML_PATH exists
+  if [[ ! -d "$TORCH_OPS_YAML_PATH" ]]; then
+    echo "Error: TORCH_OPS_YAML_PATH directory does not exist: $TORCH_OPS_YAML_PATH"
+    echo "Please set TORCH_OPS_YAML_PATH to a valid PyTorch native operations directory"
+    echo "Example: export TORCH_OPS_YAML_PATH=/path/to/pytorch/aten/src/ATen/native"
+    exit 1
+  fi
+
+  # Verify required YAML files exist
+  if [[ ! -f "$TORCH_OPS_YAML_PATH/native_functions.yaml" ]]; then
+    echo "Error: Required file not found: $TORCH_OPS_YAML_PATH/native_functions.yaml"
+    exit 1
+  fi
+
+  if [[ ! -f "$TORCH_OPS_YAML_PATH/tags.yaml" ]]; then
+    echo "Error: Required file not found: $TORCH_OPS_YAML_PATH/tags.yaml"
+    exit 1
+  fi
+
+  echo "Using TORCH_OPS_YAML_PATH: $TORCH_OPS_YAML_PATH"
+
+  # Build operator tests
+  cmake backends/vulkan/test/op_tests \
+    -DCMAKE_INSTALL_PREFIX=cmake-out \
+    -DPYTHON_EXECUTABLE="$PYTHON_EXECUTABLE" \
+    -DTORCH_OPS_YAML_PATH="$TORCH_OPS_YAML_PATH" \
+    -DCMAKE_CXX_STANDARD=17 \
+    -Bcmake-out/backends/vulkan/test/op_tests && \
+  cmake --build cmake-out/backends/vulkan/test/op_tests -j16
+}
+
+recompile() {
+  echo "Recompiling..."
+  cmake --build cmake-out -j64 --target install
+  cmake --build cmake-out/backends/vulkan/test/op_tests -j16
+}
+
+run_operator_test() {
+  local test_name="$1"
+  local test_binary_path=""
+
+  case "$test_name" in
+    "aten")
+      test_binary_path="${CMAKE_OUTPUT_DIR}/backends/vulkan/test/op_tests/vulkan_op_correctness_tests"
+      ;;
+    *)
+      # Try to find the binary directly
+      test_binary_path="${CMAKE_OUTPUT_DIR}/backends/vulkan/test/op_tests/${test_name}"
+      ;;
+  esac
+
+  if [[ -f "$test_binary_path" ]]; then
+    echo "Running test binary: $test_binary_path"
+
+    # Add gtest filter if ATEN_OP is specified
+    if [[ -n "$ATEN_OP" ]]; then
+      echo "Filtering tests for ATen operator: $ATEN_OP"
+      "$test_binary_path" --gtest_filter="*${ATEN_OP}*"
+    else
+      "$test_binary_path"
+    fi
+  else
+    echo "Error: Test binary not found at $test_binary_path"
+    echo "Available binaries in ${CMAKE_OUTPUT_DIR}/backends/vulkan/test/op_tests/:"
+    ls -la "${CMAKE_OUTPUT_DIR}/backends/vulkan/test/op_tests/" 2>/dev/null || echo "Directory not found"
+    exit 1
+  fi
+}
+
+# Main execution
+if [[ "${RUN_CLEAN_TESTS}" == true ]]; then
+  clean_test_directory
+  build_operator_tests
+fi
+
+if [[ "${RUN_BUILD}" == true ]]; then
+  if [[ "${RUN_CLEAN}" == true ]]; then
+    clean_build_directory
+  fi
+  build_core_libraries
+  build_operator_tests
+fi
+
+if [[ "${RUN_RECOMPILE}" == true ]]; then
+  recompile
+fi
+
+if [[ "${RUN_TESTS}" == true ]]; then
+  run_operator_test "$TEST_BINARY"
+
+  # Check if tests completed successfully
+  if [[ $? -eq 0 ]]; then
+    echo "Vulkan operator tests completed successfully!"
+  else
+    echo "Some Vulkan operator tests failed!"
+    exit 1
+  fi
+fi