diff --git a/.azure-pipelines/scripts/install_nc.sh b/.azure-pipelines/scripts/install_nc.sh
index 55b323c56c2..dc211d0f512 100644
--- a/.azure-pipelines/scripts/install_nc.sh
+++ b/.azure-pipelines/scripts/install_nc.sh
@@ -6,6 +6,9 @@ if [[ $1 = *"3x_pt"* ]]; then
     python -m pip install --no-cache-dir -r requirements_pt.txt
     python setup.py pt bdist_wheel
     pip install --no-deps dist/neural_compressor*.whl --force-reinstall
+    if [[ $1 != *"3x_pt_fp8"* ]]; then
+        pip install torch --index-url https://download.pytorch.org/whl/cpu
+    fi
 elif [[ $1 = *"3x_tf"* ]]; then
     python -m pip install --no-cache-dir -r requirements_tf.txt
     python setup.py tf bdist_wheel
diff --git a/README.md b/README.md
index a10e98d61e7..1568706994e 100644
--- a/README.md
+++ b/README.md
@@ -36,7 +36,7 @@ support AMD CPU, ARM CPU, and NVidia GPU through ONNX Runtime with limited testi
 ```Shell
 pip install torch --index-url https://download.pytorch.org/whl/cpu
 ```
-#### Install torch for XPU
+#### Install torch/intel_extension_for_pytorch for XPU
 https://intel.github.io/intel-extension-for-pytorch/index.html#installation 
 
 #### Install torch for other platform