diff --git a/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp b/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp
--- a/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp
+++ b/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp
@@ -2306,11 +2306,11 @@
                                                     unsigned regionIdx,
                                                     unsigned argIdx,
                                                     NamedAttribute argAttr) {
-  // Check that llvm.noalias is a boolean attribute.
+  // Check that llvm.noalias is a unit attribute.
   if (argAttr.first == LLVMDialect::getNoAliasAttrName() &&
-      !argAttr.second.isa<BoolAttr>())
+      !argAttr.second.isa<UnitAttr>())
     return op->emitError()
-           << "llvm.noalias argument attribute of non boolean type";
+           << "expected llvm.noalias argument attribute to be a unit attribute";
   // Check that llvm.align is an integer attribute.
   if (argAttr.first == LLVMDialect::getAlignAttrName() &&
       !argAttr.second.isa<IntegerAttr>())
diff --git a/mlir/lib/Target/LLVMIR/ModuleTranslation.cpp b/mlir/lib/Target/LLVMIR/ModuleTranslation.cpp
--- a/mlir/lib/Target/LLVMIR/ModuleTranslation.cpp
+++ b/mlir/lib/Target/LLVMIR/ModuleTranslation.cpp
@@ -558,7 +558,7 @@
     llvm::Argument &llvmArg = std::get<1>(kvp);
     BlockArgument mlirArg = std::get<0>(kvp);
 
-    if (auto attr = func.getArgAttrOfType<BoolAttr>(
+    if (auto attr = func.getArgAttrOfType<UnitAttr>(
             argIdx, LLVMDialect::getNoAliasAttrName())) {
       // NB: Attribute already verified to be boolean, so check if we can indeed
       // attach the attribute to this argument, based on its type.
@@ -566,8 +566,7 @@
       if (!argTy.isa<LLVM::LLVMPointerType>())
         return func.emitError(
             "llvm.noalias attribute attached to LLVM non-pointer argument");
-      if (attr.getValue())
-        llvmArg.addAttr(llvm::Attribute::AttrKind::NoAlias);
+      llvmArg.addAttr(llvm::Attribute::AttrKind::NoAlias);
     }
 
     if (auto attr = func.getArgAttrOfType<IntegerAttr>(
diff --git a/mlir/test/Conversion/StandardToLLVM/convert-static-memref-ops.mlir b/mlir/test/Conversion/StandardToLLVM/convert-static-memref-ops.mlir
--- a/mlir/test/Conversion/StandardToLLVM/convert-static-memref-ops.mlir
+++ b/mlir/test/Conversion/StandardToLLVM/convert-static-memref-ops.mlir
@@ -2,8 +2,8 @@
 // RUN: mlir-opt -convert-std-to-llvm='use-bare-ptr-memref-call-conv=1' -split-input-file %s | FileCheck %s --check-prefix=BAREPTR
 
 // BAREPTR-LABEL: func @check_noalias
-// BAREPTR-SAME: %{{.*}}: !llvm.ptr<f32> {llvm.noalias = true}, %{{.*}}: !llvm.ptr<f32> {llvm.noalias = true}
-func @check_noalias(%static : memref<2xf32> {llvm.noalias = true}, %other : memref<2xf32> {llvm.noalias = true}) {
+// BAREPTR-SAME: %{{.*}}: !llvm.ptr<f32> {llvm.noalias}, %{{.*}}: !llvm.ptr<f32> {llvm.noalias}
+func @check_noalias(%static : memref<2xf32> {llvm.noalias}, %other : memref<2xf32> {llvm.noalias}) {
     return
 }
 
diff --git a/mlir/test/Dialect/LLVMIR/func.mlir b/mlir/test/Dialect/LLVMIR/func.mlir
--- a/mlir/test/Dialect/LLVMIR/func.mlir
+++ b/mlir/test/Dialect/LLVMIR/func.mlir
@@ -31,11 +31,11 @@
   // GENERIC-SAME: () -> ()
   }) {sym_name = "baz", type = !llvm.func<i64 (i64)>} : () -> ()
 
-  // CHECK: llvm.func @qux(!llvm.ptr<i64> {llvm.noalias = true}, i64)
+  // CHECK: llvm.func @qux(!llvm.ptr<i64> {llvm.noalias}, i64)
   // CHECK: attributes {xxx = {yyy = 42 : i64}}
   "llvm.func"() ({
   }) {sym_name = "qux", type = !llvm.func<void (ptr<i64>, i64)>,
-      arg_attrs = [{llvm.noalias = true}, {}], xxx = {yyy = 42}} : () -> ()
+      arg_attrs = [{llvm.noalias}, {}], xxx = {yyy = 42}} : () -> ()
 
   // CHECK: llvm.func @roundtrip1()
   llvm.func @roundtrip1()
@@ -69,20 +69,20 @@
   // CHECK: llvm.func @roundtrip8() -> i32
   llvm.func @roundtrip8() -> i32 attributes {}
 
-  // CHECK: llvm.func @roundtrip9(!llvm.ptr<i32> {llvm.noalias = true})
-  llvm.func @roundtrip9(!llvm.ptr<i32> {llvm.noalias = true})
+  // CHECK: llvm.func @roundtrip9(!llvm.ptr<i32> {llvm.noalias})
+  llvm.func @roundtrip9(!llvm.ptr<i32> {llvm.noalias})
 
-  // CHECK: llvm.func @roundtrip10(!llvm.ptr<i32> {llvm.noalias = true})
-  llvm.func @roundtrip10(%arg0: !llvm.ptr<i32> {llvm.noalias = true})
+  // CHECK: llvm.func @roundtrip10(!llvm.ptr<i32> {llvm.noalias})
+  llvm.func @roundtrip10(%arg0: !llvm.ptr<i32> {llvm.noalias})
 
-  // CHECK: llvm.func @roundtrip11(%{{.*}}: !llvm.ptr<i32> {llvm.noalias = true}) {
-  llvm.func @roundtrip11(%arg0: !llvm.ptr<i32> {llvm.noalias = true}) {
+  // CHECK: llvm.func @roundtrip11(%{{.*}}: !llvm.ptr<i32> {llvm.noalias}) {
+  llvm.func @roundtrip11(%arg0: !llvm.ptr<i32> {llvm.noalias}) {
     llvm.return
   }
 
-  // CHECK: llvm.func @roundtrip12(%{{.*}}: !llvm.ptr<i32> {llvm.noalias = true})
+  // CHECK: llvm.func @roundtrip12(%{{.*}}: !llvm.ptr<i32> {llvm.noalias})
   // CHECK: attributes {foo = 42 : i32}
-  llvm.func @roundtrip12(%arg0: !llvm.ptr<i32> {llvm.noalias = true})
+  llvm.func @roundtrip12(%arg0: !llvm.ptr<i32> {llvm.noalias})
   attributes {foo = 42 : i32} {
     llvm.return
   }
diff --git a/mlir/test/Dialect/LLVMIR/invalid.mlir b/mlir/test/Dialect/LLVMIR/invalid.mlir
--- a/mlir/test/Dialect/LLVMIR/invalid.mlir
+++ b/mlir/test/Dialect/LLVMIR/invalid.mlir
@@ -1,6 +1,6 @@
 // RUN: mlir-opt -allow-unregistered-dialect %s -split-input-file -verify-diagnostics
 
-// expected-error@+1{{llvm.noalias argument attribute of non boolean type}}
+// expected-error@+1{{expected llvm.noalias argument attribute to be a unit attribute}}
 func @invalid_noalias(%arg0: i32 {llvm.noalias = 3}) {
   "llvm.return"() : () -> ()
 }
diff --git a/mlir/test/Target/LLVMIR/llvmir-invalid.mlir b/mlir/test/Target/LLVMIR/llvmir-invalid.mlir
--- a/mlir/test/Target/LLVMIR/llvmir-invalid.mlir
+++ b/mlir/test/Target/LLVMIR/llvmir-invalid.mlir
@@ -8,7 +8,7 @@
 // -----
 
 // expected-error @+1 {{llvm.noalias attribute attached to LLVM non-pointer argument}}
-llvm.func @invalid_noalias(%arg0 : f32 {llvm.noalias = true}) -> f32 {
+llvm.func @invalid_noalias(%arg0 : f32 {llvm.noalias}) -> f32 {
   llvm.return %arg0 : f32
 }
 
diff --git a/mlir/test/Target/LLVMIR/llvmir.mlir b/mlir/test/Target/LLVMIR/llvmir.mlir
--- a/mlir/test/Target/LLVMIR/llvmir.mlir
+++ b/mlir/test/Target/LLVMIR/llvmir.mlir
@@ -952,7 +952,7 @@
 }
 
 // CHECK-LABEL: define void @llvm_noalias(float* noalias {{%*.}})
-llvm.func @llvm_noalias(%arg0: !llvm.ptr<f32> {llvm.noalias = true}) {
+llvm.func @llvm_noalias(%arg0: !llvm.ptr<f32> {llvm.noalias}) {
   llvm.return
 }