diff --git a/src/enzyme_ad/jax/Implementations/HLODerivatives.td b/src/enzyme_ad/jax/Implementations/HLODerivatives.td
index d48ab47cf..da8ac71ed 100644
--- a/src/enzyme_ad/jax/Implementations/HLODerivatives.td
+++ b/src/enzyme_ad/jax/Implementations/HLODerivatives.td
@@ -896,9 +896,43 @@ def FftMultiplier : GlobalExpr</*needsprimal*/0, /*needsshadow*/0, [{
   auto lengths = op.getFftLength();
   auto N = std::accumulate(lengths.begin(), lengths.end(), llvm::APInt(64, 1, true), std::multiplies{}).getSExtValue();
 
-  auto ret_constant = builder.create<ConstantOp>(op.getLoc(), builder.getDenseI64ArrayAttr(ArrayRef<int64_t>({N})));
-  auto ret_broadcast = builder.create<BroadcastInDimOp>(op.getLoc(), op_type.clone(op_type.getShape(), builder.getI64Type()), ret_constant, builder.getI64VectorAttr(op_type.getShape()));
-  builder.create<ConvertOp>(op.getLoc(), op->getResult(0).getType(), ret_broadcast);
+  double value = N;
+  switch (op.getFftType()) {
+    case FftType::FFT: 
+	break;
+    case FftType::IFFT:
+	value = 1 / value;
+	break;
+    case FftType::RFFT:
+	value /= 2;
+	break;
+    case FftType::IRFFT:
+	value = 2 / value;
+	break;
+  }
+  auto resTy = op->getResult(0).getType().cast<RankedTensorType>();
+  mlir::Value ret_constant = builder.create<ConstantOp>(op.getLoc(), SplatElementsAttr::get(
+        resTy, FloatAttr::get(resTy.getElementType(), value)));
+
+  if (op.getFftType() == FftType::RFFT || op.getFftType() == FftType::IRFFT) {
+    auto RT = RankedTensorType::get({1}, resTy.getElementType());
+    auto zero_constant = builder.create<ConstantOp>(op.getLoc(), SplatElementsAttr::get(
+        RT, FloatAttr::get(resTy.getElementType(), 0)));
+    auto end_constant = builder.create<ConstantOp>(op.getLoc(), SplatElementsAttr::get(
+        RT, FloatAttr::get(resTy.getElementType(), lengths.back()-1)));
+    
+    auto RT64 = RankedTensorType::get({1}, builder.getIntegerType(64));
+
+    Value start[] = {
+       builder.create<stablehlo::ConstantOp>(op.getLoc(), SplatElementsAttr::get(RT64, op.getI64IntegerAttr(0)))
+    };
+    Value end[] = {
+       builder.create<stablehlo::ConstantOp>(op.getLoc(), SplatElementsAttr::get(RT64, op.getI64IntegerAttr(lengths.size()-1)))
+    };
+    ret_constant = builder.create<stablehlo::DynamicUpdateSliceOp>(op.getLoc(), resTy, ret_constant, zero_constant, start);
+    ret_constant = builder.create<stablehlo::DynamicUpdateSliceOp>(op.getLoc(), resTy, ret_constant, end_constant, end);
+  }
+  ret_constant;
 }]>;
 
 def FftIsIRFFT : GlobalExpr</*needsprimal*/0, /*needsshadow*/0, [{