diff --git a/docs/backend/OPENCL.md b/docs/backend/OPENCL.md
index b59d2aab24..acac5b19b2 100644
--- a/docs/backend/OPENCL.md
+++ b/docs/backend/OPENCL.md
@@ -174,8 +174,6 @@ If an older version of Powershell is used, these commands may not work as they a
 
 ### I. Setup Environment
 
-The two steps below also apply to Linux. If building for Linux, Ensure you have Git, CMake, Clang, Ninja and Python installed, in the second step remove the `-DCMAKE_TOOLCHAIN_FILE` parameter, and then in both steps replace the backticks with back slashes.  
-
 1. **Install OpenCL Headers and Library**
 
 ```powershell
@@ -220,6 +218,10 @@ cmake .. -G Ninja `
 ninja
 ```
 
+## Linux 
+
+The two steps below also apply to Linux. If building for Linux, Ensure you have Git, CMake, Clang, Ninja and Python installed, in the second step remove the `-DCMAKE_TOOLCHAIN_FILE` parameter, and then in both steps replace the backticks with back slashes.  
+
 ## Known Issues
 
 - Flash attention does not always improve performance.