diff --git a/lib/Conversion/TorchToStablehlo/Basic.cpp b/lib/Conversion/TorchToStablehlo/Basic.cpp
index 9bef7de7a..fa1b7cc53 100644
--- a/lib/Conversion/TorchToStablehlo/Basic.cpp
+++ b/lib/Conversion/TorchToStablehlo/Basic.cpp
@@ -1817,6 +1817,22 @@ LogicalResult ConvertAtenOp<AtenFlipOp>::matchAndRewrite(
   return success();
 }
 
+// AtenRemainderTensorOp
+template <>
+LogicalResult ConvertAtenOp<AtenRemainderTensorOp>::matchAndRewrite(
+    AtenRemainderTensorOp op, OpAdaptor adaptor,
+    ConversionPatternRewriter &rewriter) const {
+  Value lhs = adaptor.getSelf();
+  Value rhs = adaptor.getOther();
+
+  auto resultType =
+      cast<RankedTensorType>(getTypeConverter()->convertType(op.getType()));
+  lhs = hlo::promoteType(rewriter, op->getLoc(), lhs, resultType);
+  rhs = hlo::promoteType(rewriter, op->getLoc(), rhs, resultType);
+  rewriter.replaceOpWithNewOp<stablehlo::RemOp>(op, lhs, rhs);
+  return success();
+}
+
 void mlir::torch::torch_to_stablehlo::populateBasicOpPatternsAndLegality(
     TypeConverter &typeConverter, RewritePatternSet &patterns,
     ConversionTarget &target, const TorchToStablehloOptions &options) {
@@ -1959,6 +1975,7 @@ void mlir::torch::torch_to_stablehlo::populateBasicOpPatternsAndLegality(
   INSERT_ATENOP_PATTERN(AtenEmptyMemoryFormatOp);
   INSERT_ATENOP_PATTERN(AtenFillScalarOp);
   INSERT_ATENOP_PATTERN(AtenFlipOp);
+  INSERT_ATENOP_PATTERN(AtenRemainderTensorOp);
 #undef INSERT_ATENOP_PATTERN
 
 #define INSERT_BINARY_BROADCAST_PATTERN(AtenOp, StablehloOp)                   \
diff --git a/projects/pt1/e2e_testing/xfail_sets.py b/projects/pt1/e2e_testing/xfail_sets.py
index 037771b74..ce33b10ca 100644
--- a/projects/pt1/e2e_testing/xfail_sets.py
+++ b/projects/pt1/e2e_testing/xfail_sets.py
@@ -664,9 +664,6 @@ FX_IMPORTER_STABLEHLO_XFAIL_SET = {
     "ElementwiseQuantizePerTensorModule_basic",
     "ElementwiseQuantizePerTensorUIntModule_basic",
     "ElementwiseReciprocalIntModule_basic",
-    "ElementwiseRemainderTensorModule_Float_basic",
-    "ElementwiseRemainderTensorModule_Int_Float_basic",
-    "ElementwiseRemainderTensorModule_Int_basic",
     "ElementwiseRsqrtIntModule_basic",
     "ElementwiseSigmoidIntModule_basic",
     "ElementwiseSinIntModule_basic",
@@ -1074,6 +1071,9 @@ STABLEHLO_PASS_SET = {
     "ElementwisePreluStaticModule_basic",
     "ElementwiseReciprocalModule_basic",
     "ElementwiseReluModule_basic",
+    "ElementwiseRemainderTensorModule_Float_basic",
+    "ElementwiseRemainderTensorModule_Int_Float_basic",
+    "ElementwiseRemainderTensorModule_Int_basic",
     "ElementwiseRsqrtModule_basic",
     "ElementwiseSigmoidModule_basic",
     "ElementwiseSinModule_basic",