diff --git a/.circleci/unittest/linux/scripts/install.sh b/.circleci/unittest/linux/scripts/install.sh
index b0fed7d8b0..b5043d6065 100755
--- a/.circleci/unittest/linux/scripts/install.sh
+++ b/.circleci/unittest/linux/scripts/install.sh
@@ -32,7 +32,7 @@ printf "* Installing PyTorch\n"
 
 printf "Installing torchdata nightly with portalocker\n"
 pip install "portalocker>=2.0.0"
-pip install --pre torchdata --extra-index-url https://download.pytorch.org/whl/nightly/cpu
+pip install --pre torchdata --index-url https://download.pytorch.org/whl/nightly/cpu
 
 printf "* Installing torchtext\n"
 python setup.py develop
diff --git a/.circleci/unittest/windows/scripts/install.sh b/.circleci/unittest/windows/scripts/install.sh
index 4c8aec444f..9ce0558fcd 100644
--- a/.circleci/unittest/windows/scripts/install.sh
+++ b/.circleci/unittest/windows/scripts/install.sh
@@ -21,7 +21,7 @@ conda install -y -c "pytorch-${UPLOAD_CHANNEL}" ${CONDA_CHANNEL_FLAGS} pytorch c
 
 printf "* Installing torchdata nightly with portalocker\n"
 pip install "portalocker>=2.0.0"
-pip install --pre torchdata --extra-index-url https://download.pytorch.org/whl/nightly/cpu
+pip install --pre torchdata --index-url https://download.pytorch.org/whl/nightly/cpu
 
 printf "* Installing pywin32_postinstall script\n"
 curl --output pywin32_postinstall.py https://raw.githubusercontent.com/mhammond/pywin32/main/pywin32_postinstall.py
diff --git a/.github/workflows/integration-test.yml b/.github/workflows/integration-test.yml
index 1e507a407f..98824c2d74 100644
--- a/.github/workflows/integration-test.yml
+++ b/.github/workflows/integration-test.yml
@@ -47,7 +47,7 @@ jobs:
           -c nvidia "pytorch-${CHANNEL}"::pytorch[build="*${VERSION}*"] \
           "${CUDATOOLKIT}"
         printf "Installing torchdata nightly\n"
-        python3 -m pip install --pre torchdata --extra-index-url https://download.pytorch.org/whl/nightly/cpu
+        python3 -m pip install --pre torchdata --index-url https://download.pytorch.org/whl/nightly/cpu
         python3 setup.py develop
         # Install integration test dependencies
         python3 -m pip --quiet install parameterized
diff --git a/.github/workflows/test-linux-cpu.yml b/.github/workflows/test-linux-cpu.yml
index 72313f4bc2..518f5f4383 100644
--- a/.github/workflows/test-linux-cpu.yml
+++ b/.github/workflows/test-linux-cpu.yml
@@ -59,7 +59,7 @@ jobs:
           "${CUDATOOLKIT}"
         printf "Installing torchdata nightly\n"
         python3 -m pip install "portalocker>=2.0.0"
-        python3 -m pip install --pre torchdata --extra-index-url https://download.pytorch.org/whl/nightly/cpu
+        python3 -m pip install --pre torchdata --index-url https://download.pytorch.org/whl/nightly/cpu
         python3 setup.py develop
         python3 -m pip install parameterized
 
diff --git a/.github/workflows/test-linux-gpu.yml b/.github/workflows/test-linux-gpu.yml
index 13c12c7a2a..1bc124c47e 100644
--- a/.github/workflows/test-linux-gpu.yml
+++ b/.github/workflows/test-linux-gpu.yml
@@ -64,7 +64,7 @@ jobs:
           "${CUDATOOLKIT}"
         printf "Installing torchdata nightly\n"
         python3 -m pip install "portalocker>=2.0.0"
-        python3 -m pip install --pre torchdata --extra-index-url https://download.pytorch.org/whl/nightly/cpu --quiet
+        python3 -m pip install --pre torchdata --index-url https://download.pytorch.org/whl/nightly/cpu --quiet
         python3 setup.py develop
         python3 -m pip install parameterized --quiet
 
diff --git a/.github/workflows/test-macos-cpu.yml b/.github/workflows/test-macos-cpu.yml
index 9a3d703079..774595bef9 100644
--- a/.github/workflows/test-macos-cpu.yml
+++ b/.github/workflows/test-macos-cpu.yml
@@ -66,7 +66,7 @@ jobs:
           "${CUDATOOLKIT}"
         printf "Installing torchdata nightly\n"
         python3 -m pip install "portalocker>=2.0.0"
-        python3 -m pip install --pre torchdata --extra-index-url https://download.pytorch.org/whl/nightly/cpu
+        python3 -m pip install --pre torchdata --index-url https://download.pytorch.org/whl/nightly/cpu
         python3 setup.py develop
         python3 -m pip install parameterized
 
diff --git a/.github/workflows/test-windows-cpu.yml b/.github/workflows/test-windows-cpu.yml
index 1b4e4884a2..1915ddd91c 100644
--- a/.github/workflows/test-windows-cpu.yml
+++ b/.github/workflows/test-windows-cpu.yml
@@ -59,7 +59,7 @@ jobs:
           cpuonly
         printf "Installing torchdata nightly\n"
         python -m pip install "portalocker>=2.0.0"
-        python -m pip install --pre torchdata --extra-index-url https://download.pytorch.org/whl/nightly/cpu
+        python -m pip install --pre torchdata --index-url https://download.pytorch.org/whl/nightly/cpu
 
         printf "* Installing pywin32_postinstall script\n"
         curl --output pywin32_postinstall.py https://raw.githubusercontent.com/mhammond/pywin32/main/pywin32_postinstall.py
diff --git a/packaging/install_torchdata.sh b/packaging/install_torchdata.sh
index 5981a00c76..7db52358a3 100755
--- a/packaging/install_torchdata.sh
+++ b/packaging/install_torchdata.sh
@@ -22,7 +22,7 @@ if [ "$package_type" = "wheel" ]; then
   if [ "$channel" = "nightly" ]; then
     install_cmd="${install_cmd} --pre"
   fi
-  install_channel="--extra-index-url https://download.pytorch.org/whl/${channel}/cpu"
+  install_channel="--index-url https://download.pytorch.org/whl/${channel}/cpu"
 else
   install_cmd="conda install"
   install_channel="-c pytorch-${channel}"