diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 4e423aee1..58a79a6ca 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -45,7 +45,7 @@ jobs:
           os: [ubuntu-20.04]
           python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
           torch-version: ['2.0.1', '2.1.2', '2.2.2', '2.3.1', '2.4.0.dev20240514']
-          cuda-version: ['11.8.0', '12.2.2']
+          cuda-version: ['11.8.0', '12.3.2']
           # We need separate wheels that either uses C++11 ABI (-D_GLIBCXX_USE_CXX11_ABI) or not.
           # Pytorch wheels currently don't use it, but nvcr images have Pytorch compiled with C++11 ABI.
           # Without this we get import error (undefined symbol: _ZN3c105ErrorC2ENS_14SourceLocationESs)
@@ -60,7 +60,7 @@ jobs:
               python-version: '3.12'
             # Pytorch <= 2.0 only supports CUDA <= 11.8
             - torch-version: '2.0.1'
-              cuda-version: '12.2.2'
+              cuda-version: '12.3.2'
 
     steps:
       - name: Checkout
@@ -145,8 +145,8 @@ jobs:
           export PATH=/usr/local/nvidia/bin:/usr/local/nvidia/lib64:$PATH
           export LD_LIBRARY_PATH=/usr/local/nvidia/lib64:/usr/local/cuda/lib64:$LD_LIBRARY_PATH
           # Limit MAX_JOBS otherwise the github runner goes OOM
-          # CUDA 11.8 can compile with 2 jobs, but CUDA 12.2 goes OOM
-          MAX_JOBS=$([ "$MATRIX_CUDA_VERSION" == "122" ] && echo 1 || echo 2) FLASH_ATTENTION_FORCE_BUILD="TRUE" FLASH_ATTENTION_FORCE_CXX11_ABI=${{ matrix.cxx11_abi}} python setup.py bdist_wheel --dist-dir=dist
+          # CUDA 11.8 can compile with 2 jobs, but CUDA 12.3 goes OOM
+          MAX_JOBS=$([ "$MATRIX_CUDA_VERSION" == "123" ] && echo 1 || echo 2) FLASH_ATTENTION_FORCE_BUILD="TRUE" FLASH_ATTENTION_FORCE_CXX11_ABI=${{ matrix.cxx11_abi}} python setup.py bdist_wheel --dist-dir=dist
           tmpname=cu${MATRIX_CUDA_VERSION}torch${MATRIX_TORCH_VERSION}cxx11abi${{ matrix.cxx11_abi }}
           wheel_name=$(ls dist/*whl | xargs -n 1 basename | sed "s/-/+$tmpname-/2")
           ls dist/*whl |xargs -I {} mv {} dist/${wheel_name}
diff --git a/setup.py b/setup.py
index cf8464993..1f7ae655f 100644
--- a/setup.py
+++ b/setup.py
@@ -269,9 +269,9 @@ def get_wheel_url():
     # _, cuda_version_raw = get_cuda_bare_metal_version(CUDA_HOME)
     torch_cuda_version = parse(torch.version.cuda)
     torch_version_raw = parse(torch.__version__)
-    # For CUDA 11, we only compile for CUDA 11.8, and for CUDA 12 we only compile for CUDA 12.2
+    # For CUDA 11, we only compile for CUDA 11.8, and for CUDA 12 we only compile for CUDA 12.3
     # to save CI time. Minor versions should be compatible.
-    torch_cuda_version = parse("11.8") if torch_cuda_version.major == 11 else parse("12.2")
+    torch_cuda_version = parse("11.8") if torch_cuda_version.major == 11 else parse("12.3")
     python_version = f"cp{sys.version_info.major}{sys.version_info.minor}"
     platform_name = get_platform()
     flash_version = get_package_version()