diff --git a/extension/apple/ExecuTorch/Exported/ExecuTorchTensor.h b/extension/apple/ExecuTorch/Exported/ExecuTorchTensor.h
index 9569e96e039..108adabbc29 100644
--- a/extension/apple/ExecuTorch/Exported/ExecuTorchTensor.h
+++ b/extension/apple/ExecuTorch/Exported/ExecuTorchTensor.h
@@ -544,4 +544,26 @@ __attribute__((deprecated("This API is experimental.")))
 
 @end
 
+@interface ExecuTorchTensor (Scalar)
+
+/**
+ * Initializes a tensor with a single scalar value and a specified data type.
+ *
+ * @param scalar An NSNumber representing the scalar value.
+ * @param dataType An ExecuTorchDataType value specifying the element type.
+ * @return An initialized ExecuTorchTensor instance representing the scalar.
+ */
+- (instancetype)initWithScalar:(NSNumber *)scalar
+                      dataType:(ExecuTorchDataType)dataType NS_SWIFT_NAME(init(_:dataType:));
+
+/**
+ * Initializes a tensor with a single scalar value, automatically deducing its data type.
+ *
+ * @param scalar An NSNumber representing the scalar value.
+ * @return An initialized ExecuTorchTensor instance representing the scalar.
+ */
+- (instancetype)initWithScalar:(NSNumber *)scalar NS_SWIFT_NAME(init(_:));
+
+@end
+
 NS_ASSUME_NONNULL_END
diff --git a/extension/apple/ExecuTorch/Exported/ExecuTorchTensor.mm b/extension/apple/ExecuTorch/Exported/ExecuTorchTensor.mm
index c5b16a1982e..5ddb0cc3c97 100644
--- a/extension/apple/ExecuTorch/Exported/ExecuTorchTensor.mm
+++ b/extension/apple/ExecuTorch/Exported/ExecuTorchTensor.mm
@@ -455,3 +455,26 @@ - (instancetype)initWithScalars:(NSArray<NSNumber *> *)scalars {
 }
 
 @end
+
+@implementation ExecuTorchTensor (Scalar)
+
+- (instancetype)initWithScalar:(NSNumber *)scalar
+                      dataType:(ExecuTorchDataType)dataType {
+  return [self initWithScalars:@[scalar]
+                         shape:@[]
+                       strides:@[]
+                dimensionOrder:@[]
+                      dataType:dataType
+                 shapeDynamism:ExecuTorchShapeDynamismDynamicBound];
+}
+
+- (instancetype)initWithScalar:(NSNumber *)scalar {
+  return [self initWithScalars:@[scalar]
+                         shape:@[]
+                       strides:@[]
+                dimensionOrder:@[]
+                      dataType:static_cast<ExecuTorchDataType>(utils::deduceType(scalar))
+                 shapeDynamism:ExecuTorchShapeDynamismDynamicBound];
+}
+
+@end
diff --git a/extension/apple/ExecuTorch/__tests__/TensorTest.swift b/extension/apple/ExecuTorch/__tests__/TensorTest.swift
index c6145fcc5be..cbab95148cb 100644
--- a/extension/apple/ExecuTorch/__tests__/TensorTest.swift
+++ b/extension/apple/ExecuTorch/__tests__/TensorTest.swift
@@ -392,4 +392,16 @@ class TensorTest: XCTestCase {
       XCTAssertEqual(Array(UnsafeBufferPointer(start: pointer.assumingMemoryBound(to: UInt.self), count: count)), data)
     }
   }
+
+  func testInitFloat() {
+    let tensor = Tensor(Float(42.0) as NSNumber)
+    XCTAssertEqual(tensor.dataType, .float)
+    XCTAssertEqual(tensor.shape, [])
+    XCTAssertEqual(tensor.strides, [])
+    XCTAssertEqual(tensor.dimensionOrder, [])
+    XCTAssertEqual(tensor.count, 1)
+    tensor.bytes { pointer, count, dataType in
+      XCTAssertEqual(UnsafeBufferPointer(start: pointer.assumingMemoryBound(to: Float.self), count: count).first, 42.0)
+    }
+  }
 }