diff --git a/AMD-ROCm.md b/AMD-ROCm.md
index 8a3012a..fc8d704 100644
--- a/AMD-ROCm.md
+++ b/AMD-ROCm.md
@@ -8,7 +8,8 @@ To use **AMD ROCm** with **SD.Next** you need to
 > AMD ROCm is officially supported on Linux platform only and for specific AMD GPUs  
 
 > [!WARNING]  
-> Unofficial support for other platforms is provided by the community and SD.Next does not guarantee it will work  
+> Unofficial support for other platforms is provided by the community and **SD.Next** does not guarantee it will work  
+> Use of any third-party libraries is at your own risk    
 
 - For unofficial Windows platform support, see [ROCm Windows Support](#rocm-windows-support) section  
 - For unofficial instructions on how to manually build ROCm libraries, see [ROCm Custom Build](#rocm-custom-build) section  
diff --git a/Quantization.md b/Quantization.md
index 1938a7c..2a953ca 100644
--- a/Quantization.md
+++ b/Quantization.md
@@ -180,20 +180,19 @@ A Triton fork is available for Windows and can be installed by running the follo
 
 > install-triton.ps1
 
-    $ErrorActionPreference = "Stop"
+```powershell
+$ErrorActionPreference = "Stop"
 
-    # get the environment details
-    $VENV_DIR = if ($env:VENV_DIR) { $env:VENV_DIR } else { Resolve-Path "venv" }
-    $PYTHON = "$VENV_DIR\Scripts\python"
-    $PIP = "$VENV_DIR\Scripts\pip"
+$VENV_DIR = if ($env:VENV_DIR) { $env:VENV_DIR } else { Resolve-Path "venv" }
+$PYTHON = "$VENV_DIR\Scripts\python"
+$PIP = "$VENV_DIR\Scripts\pip"
 
-    # construct the wheel filename
-    $sys_ver = & $PYTHON -VV
-    $sys_ver_major, $sys_ver_minor = $sys_ver.Split(" ")[1].Split(".")[0, 1]
-    $filename = "triton-3.1.0-cp$sys_ver_major$sys_ver_minor-cp$sys_ver_major$sys_ver_minor-win_amd64.whl"
-    $url = "https://github.com/woct0rdho/triton-windows/releases/latest/download/$filename"
+$sys_ver = & $PYTHON -VV
+$sys_ver_major, $sys_ver_minor = $sys_ver.Split(" ")[1].Split(".")[0, 1]
+$filename = "triton-3.2.0-cp$sys_ver_major$sys_ver_minor-cp$sys_ver_major$sys_ver_minor-win_amd64.whl"
+$url = "https://github.com/woct0rdho/triton-windows/releases/download/v3.2.0-windows.post10/$filename"
 
-    # download and install the wheel
-    Invoke-WebRequest $url -OutFile $filename
-    & $PIP install $filename
-    Remove-Item $filename
+Invoke-WebRequest $url -OutFile $filename
+& $PIP install $filename
+Remove-Item $filename
+```