diff --git a/mlir/include/mlir/Dialect/LLVMIR/LLVMDialect.h b/mlir/include/mlir/Dialect/LLVMIR/LLVMDialect.h
index d236cae0d8088..63e007cdc335c 100644
--- a/mlir/include/mlir/Dialect/LLVMIR/LLVMDialect.h
+++ b/mlir/include/mlir/Dialect/LLVMIR/LLVMDialect.h
@@ -33,6 +33,7 @@
 #include "mlir/Support/ThreadLocalCache.h"
 #include "llvm/ADT/PointerEmbeddedInt.h"
 #include "llvm/IR/DerivedTypes.h"
+#include "llvm/IR/InstrTypes.h"
 #include "llvm/IR/LLVMContext.h"
 #include "llvm/IR/Module.h"
 #include "llvm/IR/Type.h"
@@ -87,6 +88,13 @@ class GEPArg : public PointerUnion<Value, GEPConstantIndex> {
 } // namespace LLVM
 } // namespace mlir
 
+namespace mlir {
+namespace LLVM {
+struct AssumeAlignTag {};
+struct AssumeSeparateStorageTag {};
+} // namespace LLVM
+} // namespace mlir
+
 ///// Ops /////
 #define GET_OP_CLASSES
 #include "mlir/Dialect/LLVMIR/LLVMOps.h.inc"
diff --git a/mlir/include/mlir/Dialect/LLVMIR/LLVMIntrinsicOps.td b/mlir/include/mlir/Dialect/LLVMIR/LLVMIntrinsicOps.td
index 845c88b1be775..d07ebbacc6043 100644
--- a/mlir/include/mlir/Dialect/LLVMIR/LLVMIntrinsicOps.td
+++ b/mlir/include/mlir/Dialect/LLVMIR/LLVMIntrinsicOps.td
@@ -450,7 +450,14 @@ def LLVM_AssumeOp
   }];
 
   let builders = [
-    OpBuilder<(ins "Value":$cond)>
+    OpBuilder<(ins "Value":$cond)>,
+    OpBuilder<(ins "Value":$cond,
+                   "ArrayRef<llvm::OperandBundleDefT<Value>>":$opBundles)>,
+    OpBuilder<(ins "Value":$cond, "llvm::StringRef":$tag, "ValueRange":$args)>,
+    OpBuilder<(ins "Value":$cond, "AssumeAlignTag":$tag, "Value":$ptr,
+                   "Value":$align)>,
+    OpBuilder<(ins "Value":$cond, "AssumeSeparateStorageTag":$tag,
+                   "Value":$ptr1, "Value":$ptr2)>
   ];
 
   let hasVerifier = 1;
diff --git a/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp b/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp
index cc73878a64ff6..c9bc9533ca2a6 100644
--- a/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp
+++ b/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp
@@ -3438,7 +3438,44 @@ void InlineAsmOp::getEffects(
 void LLVM::AssumeOp::build(OpBuilder &builder, OperationState &state,
                            mlir::Value cond) {
   return build(builder, state, cond, /*op_bundle_operands=*/{},
-               /*op_bundle_tags=*/{});
+               /*op_bundle_tags=*/ArrayAttr{});
+}
+
+void LLVM::AssumeOp::build(OpBuilder &builder, OperationState &state,
+                           Value cond,
+                           ArrayRef<llvm::OperandBundleDefT<Value>> opBundles) {
+  SmallVector<ValueRange> opBundleOperands;
+  SmallVector<Attribute> opBundleTags;
+  opBundleOperands.reserve(opBundles.size());
+  opBundleTags.reserve(opBundles.size());
+
+  for (const llvm::OperandBundleDefT<Value> &bundle : opBundles) {
+    opBundleOperands.emplace_back(bundle.inputs());
+    opBundleTags.push_back(
+        StringAttr::get(builder.getContext(), bundle.getTag()));
+  }
+
+  auto opBundleTagsAttr = ArrayAttr::get(builder.getContext(), opBundleTags);
+  return build(builder, state, cond, opBundleOperands, opBundleTagsAttr);
+}
+
+void LLVM::AssumeOp::build(OpBuilder &builder, OperationState &state,
+                           Value cond, llvm::StringRef tag, ValueRange args) {
+  llvm::OperandBundleDefT<Value> opBundle(
+      tag.str(), SmallVector<Value>(args.begin(), args.end()));
+  return build(builder, state, cond, opBundle);
+}
+
+void LLVM::AssumeOp::build(OpBuilder &builder, OperationState &state,
+                           Value cond, AssumeAlignTag, Value ptr, Value align) {
+  return build(builder, state, cond, "align", ValueRange{ptr, align});
+}
+
+void LLVM::AssumeOp::build(OpBuilder &builder, OperationState &state,
+                           Value cond, AssumeSeparateStorageTag, Value ptr1,
+                           Value ptr2) {
+  return build(builder, state, cond, "separate_storage",
+               ValueRange{ptr1, ptr2});
 }
 
 LogicalResult LLVM::AssumeOp::verify() { return verifyOperandBundles(*this); }