diff --git a/mlir/docs/Tutorials/Toy/Ch-6.md b/mlir/docs/Tutorials/Toy/Ch-6.md
--- a/mlir/docs/Tutorials/Toy/Ch-6.md
+++ b/mlir/docs/Tutorials/Toy/Ch-6.md
@@ -171,7 +171,7 @@
 }
 ```
 
-See [Conversion to the LLVM IR Dialect](../../ConversionToLLVMDialect.md) for
+See [LLVM IR Target](../../TargetLLVMIR.md) for
 more in-depth details on lowering to the LLVM dialect.
 
 ## CodeGen: Getting Out of MLIR