diff --git a/lib/Conversion/StableHLOToTTIR/StableHLOToTTIRPatterns.cpp b/lib/Conversion/StableHLOToTTIR/StableHLOToTTIRPatterns.cpp
index 40574741da..642039e53d 100644
--- a/lib/Conversion/StableHLOToTTIR/StableHLOToTTIRPatterns.cpp
+++ b/lib/Conversion/StableHLOToTTIR/StableHLOToTTIRPatterns.cpp
@@ -291,16 +291,24 @@ class StableHLOToTTIRConstantOpConversionPattern
         return rebuildValueAttr<bool>(valueAttr, 1);
       }
       case 8: {
-        return rebuildValueAttr<int8_t>(valueAttr, 8);
+        return elementType.isUnsignedInteger()
+                   ? rebuildValueAttr<uint8_t>(valueAttr, 8)
+                   : rebuildValueAttr<int8_t>(valueAttr, 8);
       }
       case 16: {
-        return rebuildValueAttr<int16_t>(valueAttr, 16);
+        return elementType.isUnsignedInteger()
+                   ? rebuildValueAttr<uint16_t>(valueAttr, 16)
+                   : rebuildValueAttr<int16_t>(valueAttr, 16);
       }
       case 32: {
-        return rebuildValueAttr<int32_t>(valueAttr, 32);
+        return elementType.isUnsignedInteger()
+                   ? rebuildValueAttr<uint32_t>(valueAttr, 32)
+                   : rebuildValueAttr<int32_t>(valueAttr, 32);
       }
       case 64: {
-        return rebuildValueAttr<int64_t>(valueAttr, 32);
+        return elementType.isUnsignedInteger()
+                   ? rebuildValueAttr<uint64_t>(valueAttr, 32)
+                   : rebuildValueAttr<int64_t>(valueAttr, 32);
       }
       default: {
         assert(false && "Unsupported integer type.");
@@ -331,7 +339,8 @@ class StableHLOToTTIRConstantOpConversionPattern
 
   // Extract the values (using the given ElementType) and create new data
   // structure. This is used to convert scalars (of type boolean, int8, int16,
-  // int32, and int64) and tensors (of type boolean and int64).
+  // int32, int64, uint8, uint16, uint32, uint64) and tensors (of type boolean
+  // and int64).
   template <typename ElementType>
   mlir::ElementsAttr rebuildValueAttr(mlir::ElementsAttr valueAttr,
                                       size_t bitWidth) const {
diff --git a/lib/Conversion/TTIRToTTNN/TTIRToTTNN.cpp b/lib/Conversion/TTIRToTTNN/TTIRToTTNN.cpp
index 2e84eb3471..dbd1e17e5c 100644
--- a/lib/Conversion/TTIRToTTNN/TTIRToTTNN.cpp
+++ b/lib/Conversion/TTIRToTTNN/TTIRToTTNN.cpp
@@ -713,7 +713,7 @@ class ConstantOpConversionPattern
       Value device = ::ttnn::utils::getOrInsertDevice(rewriter, op);
       float fillValue =
           valueAttr.getElementType().isInteger()
-              ? getIntegerValue(valueAttr)
+              ? getFloatFromIntegerValue(valueAttr)
               : valueAttr.getSplatValue<mlir::APFloat>().convertToFloat();
 
       ::mlir::FloatAttr fillValueAttr = rewriter.getF32FloatAttr(fillValue);
@@ -743,19 +743,29 @@ class ConstantOpConversionPattern
     return success();
   }
 
-  float getIntegerValue(mlir::ElementsAttr valueAttr) const {
+  float getFloatFromIntegerValue(mlir::ElementsAttr valueAttr) const {
     size_t bitWidth = valueAttr.getElementType().getIntOrFloatBitWidth();
+    Type elementType = valueAttr.getElementType();
+
     switch (bitWidth) {
     case 1:
       return static_cast<float>(valueAttr.getSplatValue<bool>());
     case 8:
-      return static_cast<float>(valueAttr.getSplatValue<int8_t>());
+      return elementType.isUnsignedInteger()
+                 ? static_cast<float>(valueAttr.getSplatValue<uint8_t>())
+                 : static_cast<float>(valueAttr.getSplatValue<int8_t>());
     case 16:
-      return static_cast<float>(valueAttr.getSplatValue<int16_t>());
+      return elementType.isUnsignedInteger()
+                 ? static_cast<float>(valueAttr.getSplatValue<uint16_t>())
+                 : static_cast<float>(valueAttr.getSplatValue<int16_t>());
     case 32:
-      return static_cast<float>(valueAttr.getSplatValue<int>());
+      return elementType.isUnsignedInteger()
+                 ? static_cast<float>(valueAttr.getSplatValue<uint32_t>())
+                 : static_cast<float>(valueAttr.getSplatValue<int32_t>());
     case 64:
-      return static_cast<float>(valueAttr.getSplatValue<int64_t>());
+      return elementType.isUnsignedInteger()
+                 ? static_cast<float>(valueAttr.getSplatValue<uint64_t>())
+                 : static_cast<float>(valueAttr.getSplatValue<int64_t>());
     }
     assert(false && "Unsupported integer type.");
   }