diff --git a/.github/workflows/llvm-build.yml b/.github/workflows/llvm-build.yml
index 453fdf5ce722..8158acebdee1 100644
--- a/.github/workflows/llvm-build.yml
+++ b/.github/workflows/llvm-build.yml
@@ -31,7 +31,6 @@ jobs:
         config:
         - {runner: 'Ubuntu 22.04', runs_on: 'ubuntu-22.04', target-os: 'ubuntu', arch: 'x64'}
         - {runner: 'Ubuntu 22.04 ARM64', runs_on: 'ubuntu-22.04', target-os: 'ubuntu', arch: 'arm64'}
-        - {runner: 'CentOS 7', runs_on: ['self-hosted', 'CPU'], target-os: 'centos', arch: 'x64'}
         - {runner: 'AlmaLinux 8', runs_on: ['self-hosted', 'CPU'], target-os: 'almalinux', arch: 'x64'}
         - {runner: 'AlmaLinux 8 ARM64', runs_on: 'ubuntu-22.04-arm', target-os: 'almalinux', arch: 'arm64'}
         - {runner: 'MacOS X64', runs_on: 'macos-13', target-os: 'macos', arch: 'x64'}
@@ -233,30 +232,6 @@ jobs:
 
         tar czf "${{ env.llvm_install_dir }}.tar.gz" "${{ env.llvm_install_dir }}"
 
-
-    - name: Configure, Build, Test, and Install LLVM (CentOS)
-      if: matrix.config.target-os == 'centos'
-      run: |
-        # if this step crashes, it can leave behind a stale docker container
-        docker container prune -f
-        docker rmi -f $(docker images -q)
-
-        docker build --tag llvm-build --build-arg llvm_dir=llvm-project \
-          -f llvm-build/.github/workflows/llvm-build/centos.Dockerfile .
-
-        # Create temporary container to copy cache and installed artifacts.
-        CONTAINER_ID=$(docker create llvm-build)
-        docker cp "${CONTAINER_ID}:/install" "${{ env.llvm_install_dir }}"
-        tar czf "${{ env.llvm_install_dir }}.tar.gz" "${{ env.llvm_install_dir }}"
-
-        # We remove the existing directory, otherwise docker will
-        # create a subdirectory inside the existing directory.
-        rm -rf "${{ env.SCCACHE_DIR }}"
-        docker cp "${CONTAINER_ID}:/sccache" "${{ env.SCCACHE_DIR }}"
-        sudo chown -R "$(id -u -n):$(id -g -n)" "${{ env.SCCACHE_DIR }}"
-
-        docker rm "${CONTAINER_ID}"
-
     - name: Configure, Build, Test, and Install LLVM (AlmaLinux)
       if: matrix.config.target-os == 'almalinux'
       run: |
diff --git a/.github/workflows/llvm-build/centos.Dockerfile b/.github/workflows/llvm-build/centos.Dockerfile
deleted file mode 100644
index 9d20a8ecc329..000000000000
--- a/.github/workflows/llvm-build/centos.Dockerfile
+++ /dev/null
@@ -1,56 +0,0 @@
-FROM centos:7
-ARG llvm_dir=llvm-project
-# Add the cache artifacts and the LLVM source tree to the container
-ADD sccache /sccache
-ADD "${llvm_dir}" /source/llvm-project
-ENV SCCACHE_DIR="/sccache"
-ENV SCCACHE_CACHE_SIZE="2G"
-
-RUN echo -e "[llvmtoolset-build]\nname=LLVM Toolset 13.0 - Build\nbaseurl=https://buildlogs.centos.org/c7-llvm-toolset-13.0.x86_64/\ngpgcheck=0\nenabled=1" > /etc/yum.repos.d/llvmtoolset-build.repo
-
-# Note: This is required patch since CentOS have reached EOL
-# otherwise any yum install setp will fail
-RUN sed -i s/mirror.centos.org/vault.centos.org/g /etc/yum.repos.d/*.repo
-RUN sed -i s/^#.*baseurl=http/baseurl=http/g /etc/yum.repos.d/*.repo
-RUN sed -i s/^mirrorlist=http/#mirrorlist=http/g /etc/yum.repos.d/*.repo
-
-# Install build dependencies
-RUN yum install --assumeyes centos-release-scl
-
-# The definition of insanity is doing the same thing and expecting a different result
-RUN sed -i s/mirror.centos.org/vault.centos.org/g /etc/yum.repos.d/*.repo
-RUN sed -i s/^#.*baseurl=http/baseurl=http/g /etc/yum.repos.d/*.repo
-RUN sed -i s/^mirrorlist=http/#mirrorlist=http/g /etc/yum.repos.d/*.repo
-
-RUN yum install --assumeyes --nogpgcheck llvm-toolset-13.0
-RUN yum install --assumeyes rh-python38-python-devel rh-python38-python-pip
-SHELL [ "/usr/bin/scl", "enable", "llvm-toolset-13.0", "rh-python38" ]
-
-RUN python3 -m pip install --upgrade pip
-RUN python3 -m pip install --upgrade cmake ninja sccache
-
-# Install MLIR's Python Dependencies
-RUN python3 -m pip install -r /source/llvm-project/mlir/python/requirements.txt
-
-# Configure, Build, Test, and Install LLVM
-RUN cmake -GNinja -Bbuild \
-  -DCMAKE_BUILD_TYPE=Release \
-  -DCMAKE_C_COMPILER=clang \
-  -DCMAKE_CXX_COMPILER=clang++ \
-  -DCMAKE_ASM_COMPILER=clang \
-  -DCMAKE_C_COMPILER_LAUNCHER=sccache \
-  -DCMAKE_CXX_COMPILER_LAUNCHER=sccache \
-  -DCMAKE_CXX_FLAGS="-Wno-everything" \
-  -DCMAKE_LINKER=lld \
-  -DCMAKE_INSTALL_PREFIX="/install" \
-  -DLLVM_BUILD_UTILS=ON \
-  -DLLVM_BUILD_TOOLS=ON \
-  -DLLVM_ENABLE_ASSERTIONS=ON \
-  -DMLIR_ENABLE_BINDINGS_PYTHON=OFF \
-  -DLLVM_ENABLE_PROJECTS="mlir;lld" \
-  -DLLVM_ENABLE_TERMINFO=OFF \
-  -DLLVM_INSTALL_UTILS=ON \
-  -DLLVM_TARGETS_TO_BUILD="host;NVPTX;AMDGPU" \
-  /source/llvm-project/llvm
-
-RUN ninja -C build install
diff --git a/setup.py b/setup.py
index 9996e6072b68..1af8e37fcf70 100644
--- a/setup.py
+++ b/setup.py
@@ -217,14 +217,10 @@ def get_llvm_package_info():
                 # Ubuntu 22 LTS (v2.35)
                 # Ubuntu 20 LTS (v2.31)
                 system_suffix = "ubuntu-x64"
-            elif vglibc > 217:
+            else:
                 # Manylinux_2.28 (v2.28)
                 # AlmaLinux 8 (v2.28)
                 system_suffix = "almalinux-x64"
-            else:
-                # Manylinux_2014 (v2.17)
-                # CentOS 7 (v2.17)
-                system_suffix = "centos-x64"
         else:
             print(
                 f"LLVM pre-compiled image is not available for {system}-{arch}. Proceeding with user-configured LLVM from source build."