diff --git a/frontends/torch-frontend/MLIR.cmake b/frontends/torch-frontend/MLIR.cmake
index d8b7b1d8a..31773a9ee 100644
--- a/frontends/torch-frontend/MLIR.cmake
+++ b/frontends/torch-frontend/MLIR.cmake
@@ -23,7 +23,7 @@ if (NOT DEFINED MLIR_DIR OR "${MLIR_DIR}" STREQUAL "MLIR_DIR-NOTFOUND")
       -DCMAKE_CXX_COMPILER=${CMAKE_CXX_COMPILER}
       -DCMAKE_BUILD_TYPE=Release
       -DLLVM_ENABLE_PROJECTS=mlir
-      -DLLVM_TARGETS_TO_BUILD=X86\;NVPTX\;AMDGPU
+      -DLLVM_TARGETS_TO_BUILD=X86
       -DLLVM_ENABLE_ASSERTIONS=ON
       -DMLIR_ENABLE_BINDINGS_PYTHON=ON
 
diff --git a/frontends/torch-frontend/TorchMLIR.cmake b/frontends/torch-frontend/TorchMLIR.cmake
index 2af05f334..6b008c2cb 100644
--- a/frontends/torch-frontend/TorchMLIR.cmake
+++ b/frontends/torch-frontend/TorchMLIR.cmake
@@ -39,7 +39,7 @@ function(build_torch_mlir)
   endif()
 
   execute_process(
-    COMMAND ${CMAKE_COMMAND} --build ${TORCH_MLIR_BUILD_PATH} --target TorchMLIRPythonModules
+    COMMAND ${CMAKE_COMMAND} --build ${TORCH_MLIR_BUILD_PATH} --target TorchMLIRPythonModules TorchMLIRJITIRImporterPybind
     RESULT_VARIABLE result
     WORKING_DIRECTORY ${TORCH_MLIR_SRC_PATH}
   )
diff --git a/frontends/torch-frontend/scripts/build.sh b/frontends/torch-frontend/scripts/build.sh
index 94f263024..b61fb001b 100644
--- a/frontends/torch-frontend/scripts/build.sh
+++ b/frontends/torch-frontend/scripts/build.sh
@@ -39,10 +39,10 @@ cmake -S . \
       -GNinja \
       -DLLVM_EXTERNAL_LIT=$(which lit) \
       -DCMAKE_BUILD_TYPE=Release \
-      -DCMAKE_C_COMPILER=gcc \
-      -DCMAKE_CXX_COMPILER=g++ \
+      -DCMAKE_C_COMPILER=clang-11 \
+      -DCMAKE_CXX_COMPILER=clang++-11 \
       -DTORCH_FRONTEND_ENABLE_JIT_IR_IMPORTER=${TORCH_FRONTEND_ENABLE_JIT_IR_IMPORTER} \
-      -DCMAKE_CXX_FLAGS="-Wno-unused-but-set-parameter -Wno-unused-but-set-variable" \
+      -DCMAKE_CXX_FLAGS="-fPIC" \
       -DPython3_EXECUTABLE=$(which python3)
 
 cmake --build ./build --target all
@@ -50,7 +50,7 @@ cmake --build ./build --target all
 if [[ $TORCH_FRONTEND_TEST == "ON" ]]; then
   python3 -m pip install -r test-requirements.txt
   install_mhlo_tools
-  PYTHONPATH=build/python_packages/:build/torch_mlir_build/python_packages/torch_mlir python3 -m pytest torch-frontend/python/test
+  PYTHONPATH=build/python_packages/:build/torch_mlir_build/python_packages/torch_mlir TORCH_DISABLE_NATIVE_FUNCOL=1 python3 -m pytest -m "not attention_rewriter" torch-frontend/python/test
 fi
 
 popd
diff --git a/frontends/torch-frontend/scripts/envsetup.sh b/frontends/torch-frontend/scripts/envsetup.sh
index 982e37441..b410bf23b 100755
--- a/frontends/torch-frontend/scripts/envsetup.sh
+++ b/frontends/torch-frontend/scripts/envsetup.sh
@@ -29,6 +29,15 @@ function apply_patches() {
   popd
 }
 
+function apply_llvm_patches() {
+  pushd $TORCH_MLIR_ROOT/externals/llvm-project
+  git clean -fd .
+  for patch in ../../../llvm_patches/*; do
+    git apply $patch
+  done
+  popd
+}
+
 function prepare_for_build_with_prebuilt() {
   pushd ${PROJ_DIR}
   # install requirements
@@ -53,6 +62,7 @@ function prepare_for_build() {
   git submodule update --init --recursive -f $TORCH_MLIR_ROOT
 
   apply_patches
+  apply_llvm_patches
 }
 
 # python3 -m pip install --no-cache-dir torch==2.1.0+cu118 torchvision==0.16.0+cu118 -f https://download.pytorch.org/whl/torch_stable.html
diff --git a/frontends/torch-frontend/third_party/llvm_patches/ir_printing.patch b/frontends/torch-frontend/third_party/llvm_patches/ir_printing.patch
new file mode 100644
index 000000000..07982a05d
--- /dev/null
+++ b/frontends/torch-frontend/third_party/llvm_patches/ir_printing.patch
@@ -0,0 +1,96 @@
+diff --git a/mlir/include/mlir-c/Pass.h b/mlir/include/mlir-c/Pass.h
+index 35db138305d1..6a59b1642d30 100644
+--- a/mlir/include/mlir-c/Pass.h
++++ b/mlir/include/mlir-c/Pass.h
+@@ -75,8 +75,10 @@ MLIR_CAPI_EXPORTED MlirLogicalResult
+ mlirPassManagerRunOnOp(MlirPassManager passManager, MlirOperation op);
+ 
+ /// Enable mlir-print-ir-after-all.
+-MLIR_CAPI_EXPORTED void
+-mlirPassManagerEnableIRPrinting(MlirPassManager passManager);
++MLIR_CAPI_EXPORTED void mlirPassManagerEnableIRPrinting(
++    MlirPassManager passManager, bool printBeforePass, bool printAfterPass,
++    bool printModuleScope, bool printAfterOnlyOnChange,
++    bool printAfterOnlyOnFailure, MlirOpPrintingFlags flags);
+ 
+ /// Enable / disable verify-each.
+ MLIR_CAPI_EXPORTED void
+diff --git a/mlir/lib/Bindings/Python/Pass.cpp b/mlir/lib/Bindings/Python/Pass.cpp
+index cdbfcfbc2295..e9a3780eb772 100644
+--- a/mlir/lib/Bindings/Python/Pass.cpp
++++ b/mlir/lib/Bindings/Python/Pass.cpp
+@@ -73,9 +73,34 @@ void mlir::python::populatePassManagerSubmodule(py::module &m) {
+            "Releases (leaks) the backing pass manager (testing)")
+       .def(
+           "enable_ir_printing",
+-          [](PyPassManager &passManager) {
+-            mlirPassManagerEnableIRPrinting(passManager.get());
++          [](PyPassManager &passManager, bool printBeforePass,
++             bool printAfterPass, bool printModuleScope,
++             bool printAfterOnlyOnChange, bool printAfterOnlyOnFailure,
++             std::optional<int64_t> largeElementsLimit, bool enableDebugInfo,
++             bool printGenericOpForm) {
++            MlirOpPrintingFlags flags = mlirOpPrintingFlagsCreate();
++            if (largeElementsLimit)
++              mlirOpPrintingFlagsElideLargeElementsAttrs(flags,
++                                                         *largeElementsLimit);
++            if (enableDebugInfo)
++              mlirOpPrintingFlagsEnableDebugInfo(flags, /*enable=*/true,
++                                                 /*prettyForm=*/false);
++            if (printGenericOpForm)
++              mlirOpPrintingFlagsPrintGenericOpForm(flags);
++            mlirPassManagerEnableIRPrinting(passManager.get(), printBeforePass,
++                                            printAfterPass, printModuleScope,
++                                            printAfterOnlyOnChange,
++                                            printAfterOnlyOnFailure, flags);
++            mlirOpPrintingFlagsDestroy(flags);
+           },
++          py::arg("print_before_pass") = true,
++          py::arg("print_after_pass") = true,
++          py::arg("print_module_scope") = true,
++          py::arg("print_after_only_on_change") = true,
++          py::arg("print_after_only_on_failure") = false,
++          py::arg("large_elements_limit") = py::none(),
++          py::arg("enable_debug_info") = false,
++          py::arg("print_generic_op_form") = false,
+           "Enable mlir-print-ir-after-all.")
+       .def(
+           "enable_verifier",
+diff --git a/mlir/lib/CAPI/IR/Pass.cpp b/mlir/lib/CAPI/IR/Pass.cpp
+index d242baae99c0..d13a71bb19cf 100644
+--- a/mlir/lib/CAPI/IR/Pass.cpp
++++ b/mlir/lib/CAPI/IR/Pass.cpp
+@@ -13,6 +13,7 @@
+ #include "mlir/CAPI/Support.h"
+ #include "mlir/CAPI/Utils.h"
+ #include "mlir/Pass/PassManager.h"
++#include <functional>
+ #include <optional>
+ 
+ using namespace mlir;
+@@ -44,8 +45,23 @@ MlirLogicalResult mlirPassManagerRunOnOp(MlirPassManager passManager,
+   return wrap(unwrap(passManager)->run(unwrap(op)));
+ }
+ 
+-void mlirPassManagerEnableIRPrinting(MlirPassManager passManager) {
+-  return unwrap(passManager)->enableIRPrinting();
++void mlirPassManagerEnableIRPrinting(MlirPassManager passManager,
++                                     bool printBeforePass, bool printAfterPass,
++                                     bool printModuleScope,
++                                     bool printAfterOnlyOnChange,
++                                     bool printAfterOnlyOnFailure,
++                                     MlirOpPrintingFlags flags) {
++  std::function<bool(Pass *, Operation *)> shouldPrintBeforePass = nullptr;
++  std::function<bool(Pass *, Operation *)> shouldPrintAfterPass = nullptr;
++  if (printBeforePass)
++    shouldPrintBeforePass = [](Pass *, Operation *) { return true; };
++  if (printAfterPass)
++    shouldPrintAfterPass = [](Pass *, Operation *) { return true; };
++  return unwrap(passManager)
++      ->enableIRPrinting(shouldPrintBeforePass, shouldPrintAfterPass,
++                         printModuleScope, printAfterOnlyOnChange,
++                         printAfterOnlyOnFailure, /*out=*/llvm::errs(),
++                         *unwrap(flags));
+ }
+ 
+ void mlirPassManagerEnableVerifier(MlirPassManager passManager, bool enable) {
diff --git a/frontends/torch-frontend/torch-frontend/python/test/test_torchscript/test_compile_option.py b/frontends/torch-frontend/torch-frontend/python/test/test_torchscript/test_compile_option.py
index 6fd47a5a1..b4424629c 100644
--- a/frontends/torch-frontend/torch-frontend/python/test/test_torchscript/test_compile_option.py
+++ b/frontends/torch-frontend/torch-frontend/python/test/test_torchscript/test_compile_option.py
@@ -37,3 +37,5 @@ def test_rewrite_entry_func_name():
     print(module_str)
     assert "func.func @main" in module_str
 
+if __name__ == "__main__":
+    test_debug()