diff --git a/.github/scripts/rpath.sh b/.github/scripts/rpath.sh
new file mode 100644
index 000000000..14c23856e
--- /dev/null
+++ b/.github/scripts/rpath.sh
@@ -0,0 +1,68 @@
+#!/bin/bash
+
+# Post-op the linux wheel to change the .so rpath to make the wheel work with XPU runtime pypi packages
+# Usage: rpath.sh /path/to/torch-xxxx.whl
+
+pkg=$1
+PATCHELF_BIN=patchelf
+
+make_wheel_record() {
+    FPATH=$1
+    if echo $FPATH | grep RECORD >/dev/null 2>&1; then
+        # if the RECORD file, then
+        echo "$FPATH,,"
+    else
+        HASH=$(openssl dgst -sha256 -binary $FPATH | openssl base64 | sed -e 's/+/-/g' | sed -e 's/\//_/g' | sed -e 's/=//g')
+        FSIZE=$(ls -nl $FPATH | awk '{print $5}')
+        echo "$FPATH,sha256=$HASH,$FSIZE"
+    fi
+}
+
+XPU_RPATHS=(
+    '$ORIGIN/../../../..'
+)
+XPU_RPATHS=$(IFS=: ; echo "${XPU_RPATHS[*]}")
+export C_SO_RPATH=$XPU_RPATHS':$ORIGIN:$ORIGIN/lib'
+export LIB_SO_RPATH=$XPU_RPATHS':$ORIGIN'
+export FORCE_RPATH="--force-rpath"
+
+rm -rf tmp
+mkdir -p tmp
+cd tmp
+cp $pkg .
+
+unzip -q $(basename $pkg)
+rm -f $(basename $pkg)
+
+if [[ -d torch ]]; then
+    PREFIX=torch
+else
+    PREFIX=libtorch
+fi
+
+# set RPATH of _C.so and similar to $ORIGIN, $ORIGIN/lib
+find $PREFIX -maxdepth 1 -type f -name "*.so*" | while read sofile; do
+    echo "Setting rpath of $sofile to ${C_SO_RPATH:-'$ORIGIN:$ORIGIN/lib'}"
+    $PATCHELF_BIN --set-rpath ${C_SO_RPATH:-'$ORIGIN:$ORIGIN/lib'} ${FORCE_RPATH:-} $sofile
+    $PATCHELF_BIN --print-rpath $sofile
+done
+
+# set RPATH of lib/ files to $ORIGIN
+find $PREFIX/lib -maxdepth 1 -type f -name "*.so*" | while read sofile; do    echo "Setting rpath of $sofile to ${LIB_SO_RPATH:-'$ORIGIN'}"
+    $PATCHELF_BIN --set-rpath ${LIB_SO_RPATH:-'$ORIGIN'} ${FORCE_RPATH:-} $sofile
+    $PATCHELF_BIN --print-rpath $sofile
+done
+
+# regenerate the RECORD file with new hashes
+record_file=$(echo $(basename $pkg) | sed -e 's/-cp.*$/.dist-info\/RECORD/g')
+if [[ -e $record_file ]]; then
+    echo "Generating new record file $record_file"
+    : > "$record_file"
+    # generate records for folders in wheel
+    find * -type f | while read fname; do
+        make_wheel_record "$fname" >>"$record_file"
+    done
+fi
+
+# zip up the wheel back
+zip -rq $(basename $pkg) $PREIX*
diff --git a/.lintrunner.toml b/.lintrunner.toml
index ad30e03ba..a1bb6955a 100644
--- a/.lintrunner.toml
+++ b/.lintrunner.toml
@@ -621,6 +621,7 @@ include_patterns = [
 ]
 exclude_patterns = [
     '.github/scripts/lintrunner.sh',
+    '.github/scripts/rpath.sh',
     '.github/scripts/env.sh'
 ]
 command = [