diff --git a/.github/workflows/build_kernel_xpu.yaml b/.github/workflows/build_kernel_xpu.yaml
index 7cfe5ca4..13191c51 100644
--- a/.github/workflows/build_kernel_xpu.yaml
+++ b/.github/workflows/build_kernel_xpu.yaml
@@ -34,13 +34,13 @@ jobs:
       # For now we only test that there are no regressions in building XPU
       # kernels. Also run tests once we have a XPU runner.
       - name: Build relu kernel
-        run: ( cd examples/kernels/relu && nix build .\#redistributable.torch29-cxx11-xpu20252-x86_64-linux -L )
+        run: ( cd examples/kernels/relu && nix build .\#redistributable.torch210-cxx11-xpu20253-x86_64-linux -L )
 
       - name: Build relu tvm-ffi kernel
-        run: ( cd examples/kernels/relu-tvm-ffi && nix build .\#redistributable.tvm-ffi01-xpu20252-x86_64-linux -L )
+        run: ( cd examples/kernels/relu-tvm-ffi && nix build .\#redistributable.tvm-ffi01-xpu20253-x86_64-linux -L )
 
       - name: Build relu kernel (compiler flags)
-        run: ( cd examples/kernels/relu-compiler-flags && nix build .\#redistributable.torch29-cxx11-xpu20252-x86_64-linux )
+        run: ( cd examples/kernels/relu-compiler-flags && nix build .\#redistributable.torch210-cxx11-xpu20253-x86_64-linux )
 
       - name: Build cutlass-gemm kernel
-        run: ( cd examples/kernels/cutlass-gemm && nix build .\#redistributable.torch29-cxx11-xpu20252-x86_64-linux -L )
+        run: ( cd examples/kernels/cutlass-gemm && nix build .\#redistributable.torch210-cxx11-xpu20253-x86_64-linux -L )
diff --git a/docs/source/builder/build-variants.md b/docs/source/builder/build-variants.md
index dc1ee5bb..a3f74c51 100644
--- a/docs/source/builder/build-variants.md
+++ b/docs/source/builder/build-variants.md
@@ -55,7 +55,7 @@ available. This list will be updated as new PyTorch versions are released.
 ## XPU x86_64-linux
 
 - `torch210-cxx11-xpu20253-x86_64-linux`
-- `torch29-cxx11-xpu20252-x86_64-linux`
+- `torch211-cxx11-xpu20253-x86_64-linux`
 
 ## Python-only kernels
 
diff --git a/kernel-builder/src/pyproject/templates/xpu/dep-sycl-tla.cmake b/kernel-builder/src/pyproject/templates/xpu/dep-sycl-tla.cmake
index f499f94c..bc180bb0 100644
--- a/kernel-builder/src/pyproject/templates/xpu/dep-sycl-tla.cmake
+++ b/kernel-builder/src/pyproject/templates/xpu/dep-sycl-tla.cmake
@@ -4,12 +4,6 @@ find_package(SyclTla)
 
 if(DPCPP_VERSION STREQUAL "2025.3")
   set(SYCL_TLA_REVISION "14055e78510b8776ba739755eb57e592fdceefdb" CACHE STRING "CUTLASS revision to use")
-elseif(DPCPP_VERSION STREQUAL "2025.2")
-  set(SYCL_TLA_REVISION "14055e78510b8776ba739755eb57e592fdceefdb" CACHE STRING "CUTLASS revision to use")
-elseif(DPCPP_VERSION STREQUAL "2025.1")
-  set(SYCL_TLA_REVISION "v3.9-0.3" CACHE STRING "CUTLASS revision to use")
-elseif(DPCPP_VERSION STREQUAL "2025.0")
-  set(SYCL_TLA_REVISION "v3.9-0.2" CACHE STRING "CUTLASS revision to use")
 else()
   message(FATAL_ERROR "Unknown DPCPP_VERSION: ${DPCPP_VERSION}")
 endif()
diff --git a/nix-builder/build-variants.json b/nix-builder/build-variants.json
index 7c9ee11c..e6d76346 100644
--- a/nix-builder/build-variants.json
+++ b/nix-builder/build-variants.json
@@ -46,7 +46,7 @@
     ],
     "xpu": [
       "torch210-cxx11-xpu20253-x86_64-linux",
-      "torch29-cxx11-xpu20252-x86_64-linux"
+      "torch211-cxx11-xpu20253-x86_64-linux"
     ]
   }
 }
diff --git a/nix-builder/lib/mk-build-set.nix b/nix-builder/lib/mk-build-set.nix
index eca5a707..d55a9304 100644
--- a/nix-builder/lib/mk-build-set.nix
+++ b/nix-builder/lib/mk-build-set.nix
@@ -34,7 +34,7 @@ let
   };
 
   overlayForXpuVersion = xpuVersion: self: super: {
-    xpuPackages = super."xpuPackages_${flattenVersion xpuVersion}";
+    xpuPackages = super."xpuPackages_${lib.replaceStrings [ "." ] [ "_" ] xpuVersion}";
   };
 
   backendConfig = {
diff --git a/nix-builder/overlay.nix b/nix-builder/overlay.nix
index a3947b66..ff4a82fb 100644
--- a/nix-builder/overlay.nix
+++ b/nix-builder/overlay.nix
@@ -63,7 +63,12 @@ in
   # Python packages
   pythonPackagesExtensions = prev.pythonPackagesExtensions ++ [
     (
-      python-self: python-super: with python-self; {
+      python-self: python-super:
+      with python-self;
+      let
+        triton-xpu = callPackage ./pkgs/python-modules/triton-xpu { };
+      in
+      {
         cuda-bindings = python-self.callPackage ./pkgs/python-modules/cuda-bindings { };
 
         cuda-pathfinder = python-self.callPackage ./pkgs/python-modules/cuda-pathfinder { };
@@ -143,19 +148,24 @@ in
           }
         );
 
+        # Remove once sglang moves to a newer Torch version.
         torch-bin_2_9 = mkTorch {
           version = "2.9";
-          xpuPackages = final.xpuPackages_2025_2;
+          triton-xpu = null;
+          # Not supported anymore.
+          xpuPackages = null;
         };
 
         torch-bin_2_10 = mkTorch {
           version = "2.10";
-          xpuPackages = final.xpuPackages_2025_3;
+          triton-xpu = triton-xpu_3_6_0;
+          xpuPackages = final.xpuPackages_2025_3_1;
         };
 
         torch-bin_2_11 = mkTorch {
           version = "2.11";
-          xpuPackages = final.xpuPackages_2025_3;
+          triton-xpu = triton-xpu_3_7_0;
+          xpuPackages = final.xpuPackages_2025_3_2;
         };
 
         transformers = python-super.transformers.overridePythonAttrs (prevAttrs: rec {
@@ -171,10 +181,9 @@ in
           ];
         });
 
-        triton-xpu_2_9 = callPackage ./pkgs/python-modules/triton-xpu {
-          torchVersion = "2.9";
-          xpuPackages = final.xpuPackages_2025_2;
-        };
+        triton-xpu_3_6_0 = triton-xpu.triton-xpu_3_6_0;
+
+        triton-xpu_3_7_0 = triton-xpu.triton-xpu_3_7_0;
 
         tvm-ffi = callPackage ./pkgs/python-modules/tvm-ffi {
         };
@@ -183,7 +192,7 @@ in
     (import ./pkgs/python-modules/hooks)
   ];
 
-  xpuPackages = final.xpuPackages_2025_1;
+  xpuPackages = final.xpuPackages_2025_3_1;
 }
 // (import ./pkgs/cutlass { pkgs = final; })
 // (
@@ -211,15 +220,14 @@ in
     flattenVersion = prev.lib.strings.replaceStrings [ "." ] [ "_" ];
     readPackageMetadata = path: (builtins.fromJSON (builtins.readFile path));
     xpuVersions = [
-      "2025.1.3"
-      "2025.2.1"
       "2025.3.1"
+      "2025.3.2"
     ];
     newXpuPackages = final.callPackage ./pkgs/xpu-packages { };
   in
   builtins.listToAttrs (
     map (version: {
-      name = "xpuPackages_${flattenVersion (prev.lib.versions.majorMinor version)}";
+      name = "xpuPackages_${flattenVersion version}";
       value = newXpuPackages {
         packageMetadata = readPackageMetadata ./pkgs/xpu-packages/intel-deep-learning-${version}.json;
       };
diff --git a/nix-builder/pkgs/python-modules/hooks/python-relax-wheel-deps-hook.sh b/nix-builder/pkgs/python-modules/hooks/python-relax-wheel-deps-hook.sh
index 56faadff..2824b98a 100644
--- a/nix-builder/pkgs/python-modules/hooks/python-relax-wheel-deps-hook.sh
+++ b/nix-builder/pkgs/python-modules/hooks/python-relax-wheel-deps-hook.sh
@@ -50,8 +50,12 @@ _pythonRelaxWheelDeps() {
     else
         # shellcheck disable=SC2048
         for dep in ${pythonRelaxWheelDeps[*]}; do
+            # NOTE: we match anything but valid PEP 508 characters characters
+            #       as the first character of the version specifier to avoid
+            #       that e.g. `-xpu` gets consumed in `triton-xpu` when dep is
+            #       `triton`.
             sed -i "$metadata_file" -r \
-                -e "s/(Requires-Dist: $dep\s*(\[[^]]+\])?)[^;]*(;.*)?/\1\3/i"
+                -e "s/(Requires-Dist: $dep)(\s*(\[[^]]+\])?)([^a-zA-Z0-9._-][^;]*)?(;.*)?$/\1\2\5/i"
         done
     fi
 }
@@ -67,8 +71,8 @@ _pythonRemoveWheelDeps() {
     else
         # shellcheck disable=SC2048
         for dep in ${pythonRemoveWheelDeps[*]-}; do
-            sed -i "$metadata_file" \
-                -e "/Requires-Dist: $dep/d"
+            sed -i "$metadata_file" -r \
+                -e "/Requires-Dist: $dep([^a-zA-Z0-9._-]|$)/d"
         done
     fi
 
diff --git a/nix-builder/pkgs/python-modules/torch/binary/default.nix b/nix-builder/pkgs/python-modules/torch/binary/default.nix
index 6ef0127a..19633adc 100644
--- a/nix-builder/pkgs/python-modules/torch/binary/default.nix
+++ b/nix-builder/pkgs/python-modules/torch/binary/default.nix
@@ -13,6 +13,7 @@
 }:
 
 {
+  triton-xpu,
   xpuPackages,
   version,
 }:
@@ -38,6 +39,6 @@ let
       or (throw "Unsupported framework: ${framework} for torch version: ${version} on system: ${system}");
 in
 callPackage ./generic.nix {
-  inherit xpuPackages;
+  inherit triton-xpu xpuPackages;
   inherit (urlHash) url hash version;
 }
diff --git a/nix-builder/pkgs/python-modules/torch/binary/generic.nix b/nix-builder/pkgs/python-modules/torch/binary/generic.nix
index e68a3e69..819a8106 100644
--- a/nix-builder/pkgs/python-modules/torch/binary/generic.nix
+++ b/nix-builder/pkgs/python-modules/torch/binary/generic.nix
@@ -39,6 +39,7 @@
   sympy,
   triton,
   triton-cuda,
+  triton-xpu,
   typing-extensions,
 
   url,
@@ -52,7 +53,7 @@ let
     if cudaSupport then
       triton-cuda
     else if xpuSupport then
-      python.pkgs.triton-xpu_2_9
+      triton-xpu
     else
       triton;
 
@@ -228,26 +229,46 @@ buildPythonPackage {
   # dependencies, but we don't need them or provide them because we burn
   # the Nix store paths of the framework into the Torch libraries..
   pythonRemoveWheelDeps =
-    lib.optionals cudaSupport [
-      "cuda-toolkit"
-      "nvidia-cuda-runtime"
-      "nvidia-cuda-nvrtc"
-      "nvidia-cuda-cupti"
-      "nvidia-cudnn"
-      "nvidia-cublas"
-      "nvidia-cufft"
-      "nvidia-curand"
-      "nvidia-cusolver"
-      "nvidia-cusparse"
-      "nvidia-cusparselt"
-      "nvidia-nccl"
-      "nvidia-nvshmem"
-      "nvidia-nvtx"
-      "nvidia-nvjitlink"
-      "nvidia-cufile"
-    ]
+    # Some CUDA dependencies have a version suffix and some don't. Let's
+    # be greedy, autoPatchelfHook will catch missing library dependencies
+    # for us.
+    lib.optionals cudaSupport (
+      builtins.map ({ pkg, suffix }: "${pkg}${suffix}") (
+        lib.cartesianProduct {
+          pkg = [
+            "cuda-toolkit"
+            "nvidia-cuda-runtime"
+            "nvidia-cuda-nvrtc"
+            "nvidia-cuda-cupti"
+            "nvidia-cudnn"
+            "nvidia-cudnn"
+            "nvidia-cublas"
+            "nvidia-cufft"
+            "nvidia-curand"
+            "nvidia-cusolver"
+            "nvidia-cusparse"
+            "nvidia-cusparselt"
+            "nvidia-cusparselt"
+            "nvidia-nccl"
+            "nvidia-nccl"
+            "nvidia-nvshmem"
+            "nvidia-nvshmem"
+            "nvidia-nvtx"
+            "nvidia-nvjitlink"
+            "nvidia-cufile"
+          ];
+          suffix = [
+            ""
+            "-cu12"
+            "-cu13"
+          ];
+        }
+      )
+    )
     ++ lib.optionals rocmSupport [
-      "pytorch-triton-rocm"
+      # Ours is called 'triton'. Remove this once we build ROCm Triton from
+      # a binary wheel.
+      "triton-rocm"
     ]
     ++ lib.optionals xpuSupport [
       "intel-cmplr-lib-rt"
@@ -271,7 +292,6 @@ buildPythonPackage {
       "tcmlib"
       "umf"
       "intel-pti"
-      "pytorch-triton-xpu"
     ];
 
   propagatedCxxBuildInputs = lib.optionals rocmSupport [ rocmtoolkit_joined ];
diff --git a/nix-builder/pkgs/python-modules/torch/binary/torch-versions-hash.json b/nix-builder/pkgs/python-modules/torch/binary/torch-versions-hash.json
index 392e1745..be58d377 100644
--- a/nix-builder/pkgs/python-modules/torch/binary/torch-versions-hash.json
+++ b/nix-builder/pkgs/python-modules/torch/binary/torch-versions-hash.json
@@ -5,11 +5,6 @@
         "url": "https://download.pytorch.org/whl/cu129/torch-2.9.0%2Bcu129-cp313-cp313-manylinux_2_28_x86_64.whl",
         "hash": "sha256-a6V77xFJM5fBUddVM0CSKQQSkE5GyF7YYnegO7JP0To=",
         "version": "2.9.0"
-      },
-      "xpu": {
-        "url": "https://download.pytorch.org/whl/xpu/torch-2.9.0%2Bxpu-cp313-cp313-linux_x86_64.whl",
-        "hash": "sha256-mNagbdf7GFh0NnsYvWCfBfFv3OQUKlmAypRGGUmWXNI=",
-        "version": "2.9.0"
       }
     },
     "aarch64-linux": {
@@ -119,6 +114,11 @@
         "url": "https://download.pytorch.org/whl/rocm7.2/torch-2.11.0%2Brocm7.2-cp313-cp313-manylinux_2_28_x86_64.whl",
         "hash": "sha256-CupGzRf2SN6z/1kOFipiQ6SCV2W9AHJ0OWDvqdSlvB0=",
         "version": "2.11.0"
+      },
+      "xpu": {
+        "url": "https://download.pytorch.org/whl/xpu/torch-2.11.0%2Bxpu-cp313-cp313-linux_x86_64.whl",
+        "hash": "sha256-x8KZcJJCc3w3ZGctcQTWwmq36Qbvbr1NhAvUVjl5EvQ=",
+        "version": "2.11.0"
       }
     },
     "aarch64-linux": {
diff --git a/nix-builder/pkgs/python-modules/torch/binary/torch-versions.json b/nix-builder/pkgs/python-modules/torch/binary/torch-versions.json
index e8bcdb5a..6e53eb2a 100644
--- a/nix-builder/pkgs/python-modules/torch/binary/torch-versions.json
+++ b/nix-builder/pkgs/python-modules/torch/binary/torch-versions.json
@@ -4,11 +4,6 @@
     "cudaVersion": "12.9",
     "systems": ["x86_64-linux", "aarch64-linux"]
   },
-  {
-    "torchVersion": "2.9.0",
-    "xpuVersion": "2025.2.1",
-    "systems": ["x86_64-linux"]
-  },
 
   {
     "torchVersion": "2.10.0",
@@ -85,5 +80,10 @@
     "torchVersion": "2.11.0",
     "rocmVersion": "7.2",
     "systems": ["x86_64-linux"]
+  },
+  {
+    "torchVersion": "2.11.0",
+    "xpuVersion": "2025.3.2",
+    "systems": ["x86_64-linux"]
   }
 ]
diff --git a/nix-builder/pkgs/python-modules/triton-xpu/default.nix b/nix-builder/pkgs/python-modules/triton-xpu/default.nix
index 708bcb7d..3c80b65c 100644
--- a/nix-builder/pkgs/python-modules/triton-xpu/default.nix
+++ b/nix-builder/pkgs/python-modules/triton-xpu/default.nix
@@ -1,185 +1,20 @@
 {
-  lib,
-  stdenv,
-  buildPythonPackage,
-  fetchFromGitHub,
-  cmake,
-  pkg-config,
-  ninja,
-  setuptools,
-  wheel,
-  distutils,
-  libxml2,
-  pybind11,
-  python,
-  triton-llvm,
-  xpuPackages,
-
-  torchVersion ? "2.8",
+  callPackage,
 }:
 
 let
-  torchTritonVersions = {
-    "2.8" = {
-      llvm = {
-        rev = "e12cbd8339b89563059c2bb2a312579b652560d0";
-        hash = "sha256-BtMEDk7P7P5k+s2Eb1Ej2QFvjl0A8gN7Tq/Kiu+Pqe4=";
-      };
-      triton = {
-        rev = "ae324eeac8e102a2b40370e341460f3791353398";
-        hash = "sha256-rHy/gIH3pYYlmSd6OuRJdB3mJvzeVI2Iav9rszCeV8I=";
-      };
-      spirv_llm = {
-        rev = "96f5ade29c9088ea89533a7e3ca70a9f9464f343";
-        hash = "sha256-phbljvV08uWhFJie7XrodLIc97vU4o7zAI1zonN4krY=";
-      };
-      spirv_headers = {
-        rev = "c9aad99f9276817f18f72a4696239237c83cb775";
-        hash = "sha256-/KfUxWDczLQ/0DOiFC4Z66o+gtoF/7vgvAvKyv9Z9OA=";
-      };
-    };
-    "2.9" = {
-      llvm = {
-        rev = "570885128351868c1308bb22e8ca351d318bc4a1";
-        hash = "sha256-zRiE+2u8WxZmee0q1Je7Gch+w/LT+nw/4DV18ZB1sM4=";
-      };
-      triton = {
-        rev = "1b0418a9a454b2b93ab8d71f40e59d2297157fae";
-        hash = "sha256-MEpkUl1sFEwT4KPH9nSb+9/CmhM6qbG40EAiZmY4mdU=";
-      };
-      spirv_llm = {
-        rev = "9413a66e04ba34f429b05efe00adff0c1f1e0a58";
-        hash = "sha256-sVHIQ6z/G0ZiuUoNEfSeOvC+rD+gd7rmdO+BBCXyCJk=";
-      };
-      spirv_headers = {
-        rev = "9e3836d7d6023843a72ecd3fbf3f09b1b6747a9e";
-        hash = "sha256-N8NBAkkpOcbgap4loPJJW6E5bjG+TixCh/HN259RyjI=";
-      };
-    };
-  };
-  tritonVersions =
-    torchTritonVersions.${torchVersion} or (throw "Unsupported Torch version: ${torchVersion}");
-
-  llvmBase = triton-llvm.override (
-    {
-      llvmTargetsToBuild = [
-        "X86"
-        "SPIRV"
-      ];
-    }
-    // lib.optionalAttrs (torchVersion == "2.9") {
-      llvmProjectsToBuild = [
-        "mlir"
-        "llvm"
-        "lld"
-      ];
-    }
-  );
-  llvm = llvmBase.overrideAttrs (old: {
-    src = fetchFromGitHub {
-      inherit (tritonVersions.llvm) rev hash;
-      owner = "llvm";
-      repo = "llvm-project";
-    };
-    pname = "triton-llvm-xpu";
-    outputs = [ "out" ];
-  });
-
-  spirvLlvmTranslatorSrc = fetchFromGitHub {
-    inherit (tritonVersions.spirv_llm) rev hash;
-    owner = "KhronosGroup";
-    repo = "SPIRV-LLVM-Translator";
-  };
-
-  spirvHeadersSrc = fetchFromGitHub {
-    inherit (tritonVersions.spirv_headers) rev hash;
-    owner = "KhronosGroup";
-    repo = "SPIRV-Headers";
-  };
-
+  generic = callPackage ./generic.nix { };
 in
-
-buildPythonPackage rec {
-  pname = "triton-xpu";
-  version = torchVersion;
-  pyproject = true;
-  dontUseCmakeConfigure = true;
-
-  src = fetchFromGitHub {
-    inherit (tritonVersions.triton) rev hash;
-    owner = "intel";
-    repo = "intel-xpu-backend-for-triton";
+{
+  triton-xpu_3_6_0 = generic {
+    version = "3.6.0";
+    url = "https://download.pytorch.org/whl/triton_xpu-3.6.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl";
+    hash = "sha256-b2i0GTEJkACA6I8I7jXV/ifboM91BOu+7HS/6sBmrJU=";
   };
 
-  sourceRoot = src.name;
-
-  postPatch = ''
-    chmod -R u+w $NIX_BUILD_TOP/source
-    ${lib.optionalString (torchVersion == "2.9") ''
-      sed -i 's/-Werror//g' $NIX_BUILD_TOP/source/CMakeLists.txt
-      sed -i 's/ninja==1.11.1.4/ninja>=1.11.1/' $NIX_BUILD_TOP/source/pyproject.toml
-    ''}
-    sed -i '/if (NOT SPIRVToLLVMTranslator_FOUND)/,/endif (NOT SPIRVToLLVMTranslator_FOUND)/c\
-      set(SPIRVToLLVMTranslator_SOURCE_DIR "${spirvLlvmTranslatorSrc}")\n\
-      set(SPIRVToLLVMTranslator_BINARY_DIR \''${CMAKE_CURRENT_BINARY_DIR}/SPIRVToLLVMTranslator-build)\n\
-      set(LLVM_CONFIG \''${LLVM_LIBRARY_DIR}/../bin/llvm-config)\n\
-      set(LLVM_DIR \''${LLVM_LIBRARY_DIR}/cmake/llvm CACHE PATH "Path to LLVM build dir " FORCE)\n\
-      set(LLVM_SPIRV_BUILD_EXTERNAL YES CACHE BOOL "Build SPIRV-LLVM Translator as external" FORCE)\n\
-      set(LLVM_EXTERNAL_SPIRV_HEADERS_SOURCE_DIR ${spirvHeadersSrc})\n\
-      add_subdirectory(\''${SPIRVToLLVMTranslator_SOURCE_DIR} \''${CMAKE_CURRENT_BINARY_DIR}/SPIRVToLLVMTranslator-build)\n\
-      set(SPIRVToLLVMTranslator_INCLUDE_DIR \''${SPIRVToLLVMTranslator_SOURCE_DIR}/include CACHE INTERNAL "SPIRVToLLVMTranslator_INCLUDE_DIR")\n\
-      find_package_handle_standard_args(\n\
-              SPIRVToLLVMTranslator\n\
-              FOUND_VAR SPIRVToLLVMTranslator_FOUND\n\
-              REQUIRED_VARS\n\
-                  SPIRVToLLVMTranslator_SOURCE_DIR)\n\
-      ' $NIX_BUILD_TOP/source/third_party/intel/cmake/FindSPIRVToLLVMTranslator.cmake
-
-      substituteInPlace $NIX_BUILD_TOP/source/pyproject.toml \
-        --replace-fail 'cmake>=3.20,<4.0' 'cmake>=3.20'
-  '';
-
-  nativeBuildInputs = [
-    cmake
-    ninja
-    pkg-config
-  ];
-
-  build-system = with python.pkgs; [
-    lit
-    pip
-    setuptools
-  ];
-
-  buildInputs = [
-    llvm
-    xpuPackages.oneapi-torch-dev
-    pybind11
-    libxml2.dev
-  ];
-
-  depends = [
-    setuptools
-    distutils
-    wheel
-  ];
-
-  # Needd to avoid creating symlink: /homeless-shelter [...]
-  preBuild = ''
-    export HOME=$(mktemp -d)
-  '';
-
-  pythonImportsCheck = [
-    "triton"
-    "triton.language"
-  ];
-
-  # Set LLVM env vars for build
-  env = {
-    LLVM_INCLUDE_DIRS = "${llvm}/include";
-    LLVM_LIBRARY_DIR = "${llvm}/lib";
-    LLVM_SYSPATH = "${llvm}";
-    TRITON_OFFLINE_BUILD = 1;
-    TRITON_BUILD_PROTON = 0;
+  triton-xpu_3_7_0 = generic {
+    version = "3.7.0";
+    url = "https://download.pytorch.org/whl/triton_xpu-3.7.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl";
+    hash = "sha256-CMjUOygx+vnWeZSA3ytF3eWBAiV669gQ0Hos4YzU5d8=";
   };
 }
diff --git a/nix-builder/pkgs/python-modules/triton-xpu/generic.nix b/nix-builder/pkgs/python-modules/triton-xpu/generic.nix
new file mode 100644
index 00000000..0d630496
--- /dev/null
+++ b/nix-builder/pkgs/python-modules/triton-xpu/generic.nix
@@ -0,0 +1,49 @@
+{
+  lib,
+  fetchurl,
+
+  buildPythonPackage,
+  autoPatchelfHook,
+  autoAddDriverRunpath,
+  pythonWheelDepsCheckHook,
+
+  zlib,
+
+  pyelftools,
+}:
+
+{
+  version,
+  url,
+  hash,
+}:
+buildPythonPackage {
+  pname = "triton-xpu";
+  inherit version;
+  format = "wheel";
+
+  src = fetchurl {
+    inherit url hash;
+  };
+
+  nativeBuildInputs = [
+    autoPatchelfHook
+    pythonWheelDepsCheckHook
+  ];
+
+  buildInputs = [ zlib ];
+
+  dependencies = [
+    pyelftools
+  ];
+
+  dontStrip = true;
+
+  pythonImportsCheck = [ "triton" ];
+
+  meta = with lib; {
+    description = "Triton XPU backend for PyTorch";
+    homepage = "https://github.com/intel/intel-xpu-backend-for-triton";
+    license = lib.licenses.mit;
+  };
+}
diff --git a/nix-builder/pkgs/xpu-packages/intel-deep-learning-2025.1.3.json b/nix-builder/pkgs/xpu-packages/intel-deep-learning-2025.1.3.json
deleted file mode 100644
index c9ba8ec8..00000000
--- a/nix-builder/pkgs/xpu-packages/intel-deep-learning-2025.1.3.json
+++ /dev/null
@@ -1,816 +0,0 @@
-{
-  "intel-deep-learning-essentials": {
-    "deps": [
-      "intel-deep-learning-essentials-env",
-      "intel-deep-learning-essentials-getting-started",
-      "intel-oneapi-ccl",
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-compiler-dpcpp-cpp",
-      "intel-oneapi-dev-utilities",
-      "intel-oneapi-dnnl",
-      "intel-oneapi-libdpstd-devel",
-      "intel-oneapi-mkl-devel",
-      "intel-oneapi-tlt",
-      "intel-pti-dev"
-    ],
-    "components": [
-      {
-        "name": "intel-deep-learning-essentials-2025.1",
-        "sha256": "894a10c14b8b77744692d4305246ead2f3257923d0b0f612049967c23fd9a1c2",
-        "url": "https://yum.repos.intel.com/oneapi/intel-deep-learning-essentials-2025.1-2025.1.3-6.x86_64.rpm",
-        "version": "2025.1.3"
-      }
-    ],
-    "version": "2025.1.3"
-  },
-  "intel-deep-learning-essentials-env": {
-    "deps": [
-      "intel-oneapi-tlt"
-    ],
-    "components": [
-      {
-        "name": "intel-deep-learning-essentials-env-2025.1",
-        "sha256": "ee81296f331e1eabeb90ed87a9cd615839f72a6bc3a619b77f73dc8de6093f29",
-        "url": "https://yum.repos.intel.com/oneapi/intel-deep-learning-essentials-env-2025.1-2025.1.3-6.noarch.rpm",
-        "version": "2025.1.3"
-      }
-    ],
-    "version": "2025.1.3"
-  },
-  "intel-deep-learning-essentials-getting-started": {
-    "deps": [],
-    "components": [
-      {
-        "name": "intel-deep-learning-essentials-getting-started-2025.1",
-        "sha256": "56aad5e95b7d111cb07581bb5e0e8cde1d1a26528ed895b621b8060257aeb4c9",
-        "url": "https://yum.repos.intel.com/oneapi/intel-deep-learning-essentials-getting-started-2025.1-2025.1.3-6.noarch.rpm",
-        "version": "2025.1.3"
-      }
-    ],
-    "version": "2025.1.3"
-  },
-  "intel-oneapi-ccl": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-mpi"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-ccl-2021.15",
-        "sha256": "e7a37e8cd65da38d963b83f408388348bc6024a40c01641d142a8045f1eec6f9",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-ccl-2021.15-2021.15.2-6.x86_64.rpm",
-        "version": "2021.15.2"
-      },
-      {
-        "name": "intel-oneapi-ccl-devel-2021.15",
-        "sha256": "f513933862a84041859f90b8ce71ddde65fadac1007de455e896ccbb5a53d320",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-ccl-devel-2021.15-2021.15.2-6.x86_64.rpm",
-        "version": "2021.15.2"
-      }
-    ],
-    "version": "2021.15.2"
-  },
-  "intel-oneapi-common-licensing": {
-    "deps": [],
-    "components": [
-      {
-        "name": "intel-oneapi-common-licensing-2025.2",
-        "sha256": "705391142461546296156c2a9d591ca5278a7816ddff767564cecc2bde27f7a4",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-common-licensing-2025.2-2025.2.0-377.noarch.rpm",
-        "version": "2025.2.0"
-      }
-    ],
-    "version": "2025.2.0"
-  },
-  "intel-oneapi-common-oneapi-vars": {
-    "deps": [],
-    "components": [
-      {
-        "name": "intel-oneapi-common-oneapi-vars-2025.2",
-        "sha256": "f28eaebf5a1482ff32db99bd71d7efe888112c0b99bd8513ec11169ede11804d",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-common-oneapi-vars-2025.2-2025.2.0-377.noarch.rpm",
-        "version": "2025.2.0"
-      }
-    ],
-    "version": "2025.2.0"
-  },
-  "intel-oneapi-common-vars": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-common-vars",
-        "sha256": "e0abedd924512dc54a6bf97003afee76195c14c2500af44c78ab0d93e51bdd07",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-common-vars-2025.2.0-377.noarch.rpm",
-        "version": "2025.2.0"
-      }
-    ],
-    "version": "2025.2.0"
-  },
-  "intel-oneapi-compiler-cpp-eclipse-cfg": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-compiler-cpp-eclipse-cfg-2025.1",
-        "sha256": "b3bc80065c880d2fb2f1e5639ff1cf79e05c4aac99197a0f35d1185045eaaca9",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-compiler-cpp-eclipse-cfg-2025.1-2025.1.1-10.noarch.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-compiler-dpcpp-cpp": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-dpcpp-cpp",
-      "intel-oneapi-libdpstd-devel"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-compiler-dpcpp-cpp-2025.1",
-        "sha256": "dda46f0f36f793abd0bec168a1fc02949154fc8928bb3ecfd0e5350b9b225404",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-compiler-dpcpp-cpp-2025.1-2025.1.1-10.x86_64.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-compiler-dpcpp-cpp-common": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-compiler-cpp-eclipse-cfg",
-      "intel-oneapi-compiler-dpcpp-eclipse-cfg",
-      "intel-oneapi-compiler-shared-common",
-      "intel-oneapi-icc-eclipse-plugin-cpp"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-compiler-dpcpp-cpp-common-2025.1",
-        "sha256": "1213283c48387739bfe7f1bf2daf1029909010ff84993ed6b2db06e8048e245e",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-compiler-dpcpp-cpp-common-2025.1-2025.1.1-10.noarch.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-compiler-dpcpp-cpp-runtime": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-compiler-shared-runtime",
-      "intel-oneapi-tbb"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-compiler-dpcpp-cpp-runtime-2025.1",
-        "sha256": "3ae8e4d8190066db4a998e5c52f595e861327efa0e9b961d6d8f3b13fd6734af",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-compiler-dpcpp-cpp-runtime-2025.1-2025.1.1-10.x86_64.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-compiler-dpcpp-eclipse-cfg": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-compiler-dpcpp-eclipse-cfg-2025.1",
-        "sha256": "90761a646586cefbec39583ee51c4817c2973881905f4ab2f6d6388afa84e493",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-compiler-dpcpp-eclipse-cfg-2025.1-2025.1.1-10.noarch.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-compiler-shared": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-compiler-shared-common",
-      "intel-oneapi-compiler-shared-runtime",
-      "intel-oneapi-dpcpp-debugger"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-compiler-shared-2025.1",
-        "sha256": "d06e7bb4afe8a22dbbc4f7ffa000d259b9f123b354dbc493a19f1f86346ab1e7",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-compiler-shared-2025.1-2025.1.1-10.x86_64.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-compiler-shared-common": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-compiler-shared-common-2025.1",
-        "sha256": "877952fe17c1c09bbafce3b3d2e4e49e65f56da9174e9beffe0f259a4199589b",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-compiler-shared-common-2025.1-2025.1.1-10.noarch.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-compiler-shared-runtime": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-openmp"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-compiler-shared-runtime-2025.1",
-        "sha256": "b8a897eba6f43e964433d5afd716b44949193ca2c9ac8073ead3be9a70331cdc",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-compiler-shared-runtime-2025.1-2025.1.1-10.x86_64.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-dev-utilities": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-dev-utilities-eclipse-cfg"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-dev-utilities-2025.1",
-        "sha256": "2605324ce284a1a050950389fcaab46ddf01d00e748544c03387e447227f17f9",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-dev-utilities-2025.1-2025.1.0-368.x86_64.rpm",
-        "version": "2025.1.0"
-      }
-    ],
-    "version": "2025.1.0"
-  },
-  "intel-oneapi-dev-utilities-eclipse-cfg": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-dev-utilities-eclipse-cfg-2025.1",
-        "sha256": "aae79b29b89591656dcd4cbb423f532fcf77b80ed7ece2d9d27df000b57579e7",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-dev-utilities-eclipse-cfg-2025.1-2025.1.0-368.noarch.rpm",
-        "version": "2025.1.0"
-      }
-    ],
-    "version": "2025.1.0"
-  },
-  "intel-oneapi-dnnl": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-compiler-dpcpp-cpp-runtime",
-      "intel-oneapi-tbb"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-dnnl-2025.1",
-        "sha256": "59790827da965860a63f488afa5b662720f2f7d733efc0d129d8abe44352b261",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-dnnl-2025.1-2025.1.1-5.x86_64.rpm",
-        "version": "2025.1.1"
-      },
-      {
-        "name": "intel-oneapi-dnnl-devel-2025.1",
-        "sha256": "f83a2efb951a25130ff4d6809be68ca3868f801892b720b93fccd2d69aadfa2e",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-dnnl-devel-2025.1-2025.1.1-5.x86_64.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-dpcpp-cpp": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-compiler-dpcpp-cpp-common",
-      "intel-oneapi-compiler-dpcpp-cpp-runtime",
-      "intel-oneapi-compiler-shared",
-      "intel-oneapi-dev-utilities",
-      "intel-oneapi-tbb"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-dpcpp-cpp-2025.1",
-        "sha256": "ccf1e8668faace302aae912b569c552254e3b4466ca0475548b9c4ac8b5e69cd",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-dpcpp-cpp-2025.1-2025.1.1-10.x86_64.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-icc-eclipse-plugin-cpp": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-icc-eclipse-plugin-cpp-2025.1",
-        "sha256": "81e9c8822b94a2f36773508c1455a6f6102da4337aec6888e4f110a914bdc5c0",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-icc-eclipse-plugin-cpp-2025.1-2025.1.1-10.noarch.rpm",
-        "version": "2025.1.1"
-      }
-    ],
-    "version": "2025.1.1"
-  },
-  "intel-oneapi-libdpstd-devel": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-libdpstd-devel-2022.8",
-        "sha256": "4ba477c8bb5226de710ee58c8676fc25ef12f38ead9022a6ac3cf4b7f5925a21",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-libdpstd-devel-2022.8-2022.8.0-337.x86_64.rpm",
-        "version": "2022.8.0"
-      }
-    ],
-    "version": "2022.8.0"
-  },
-  "intel-oneapi-mkl-classic-devel": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-mkl-classic-include",
-      "intel-oneapi-mkl-cluster",
-      "intel-oneapi-mkl-core"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-mkl-classic-devel-2025.1",
-        "sha256": "5000d3487707751614dcd4a4ed97e321696c998ef361abf349deab6af962258a",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-mkl-classic-devel-2025.1-2025.1.0-801.x86_64.rpm",
-        "version": "2025.1.0"
-      }
-    ],
-    "version": "2025.1.0"
-  },
-  "intel-oneapi-mkl-classic-include": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-mkl-classic-include-2025.1",
-        "sha256": "d8977266c9013e292fffb818e57cd759a626dc09d2149e96fd52a7c3441214d5",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-mkl-classic-include-2025.1-2025.1.0-801.x86_64.rpm",
-        "version": "2025.1.0"
-      }
-    ],
-    "version": "2025.1.0"
-  },
-  "intel-oneapi-mkl-cluster": {
-    "deps": [
-      "intel-oneapi-common-licensing",
-      "intel-oneapi-common-oneapi-vars",
-      "intel-oneapi-common-vars",
-      "intel-oneapi-mkl-core"
-    ],
-    "components": [
-      {
-        "name": "intel-oneapi-mkl-cluster-2025.1",
-        "sha256": "2869f41d9c93db1ba2ecc500fbbfc26639fec051369b6606681316a240375280",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-mkl-cluster-2025.1-2025.1.0-801.x86_64.rpm",
-        "version": "2025.1.0"
-      },
-      {
-        "name": "intel-oneapi-mkl-cluster-devel-2025.1",
-        "sha256": "da756c804d271dad559b702a6df1dd65491e031101e71e815d10d6be5b001e95",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-mkl-cluster-devel-2025.1-2025.1.0-801.x86_64.rpm",
-        "version": "2025.1.0"
-      }
-    ],
-    "version": "2025.1.0"
-  },
-  "intel-oneapi-mkl-core": {
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diff --git a/nix-builder/pkgs/xpu-packages/intel-deep-learning-2025.2.1.json b/nix-builder/pkgs/xpu-packages/intel-deep-learning-2025.3.2.json
similarity index 55%
rename from nix-builder/pkgs/xpu-packages/intel-deep-learning-2025.2.1.json
rename to nix-builder/pkgs/xpu-packages/intel-deep-learning-2025.3.2.json
index e68ef736..e72fd138 100644
--- a/nix-builder/pkgs/xpu-packages/intel-deep-learning-2025.2.1.json
+++ b/nix-builder/pkgs/xpu-packages/intel-deep-learning-2025.3.2.json
@@ -17,13 +17,13 @@
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-        "sha256": "a03177e3dac23bf800ece1a222bd51a301e61673b1d301a2c7b32a4a59484900",
-        "url": "https://yum.repos.intel.com/oneapi/intel-deep-learning-essentials-2025.2-2025.2.1-21.x86_64.rpm",
-        "version": "2025.2.1"
+        "name": "intel-deep-learning-essentials-2025.3",
+        "sha256": "cde0eeccd6a2aede717f75add01ae48f6408d1866c7fbfa1058b23eac9f8c319",
+        "url": "https://yum.repos.intel.com/oneapi/intel-deep-learning-essentials-2025.3-2025.3.2-33.x86_64.rpm",
+        "version": "2025.3.2"
       }
     ],
-    "version": "2025.2.1"
+    "version": "2025.3.2"
   },
   "intel-deep-learning-essentials-env": {
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@@ -31,25 +31,25 @@
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-        "version": "2025.2.1"
+        "name": "intel-deep-learning-essentials-env-2025.3",
+        "sha256": "03ec29bda524e36c5138de47446de72bf36bf2bf0de15bdfdfd2dd38f3f25c8b",
+        "url": "https://yum.repos.intel.com/oneapi/intel-deep-learning-essentials-env-2025.3-2025.3.2-33.noarch.rpm",
+        "version": "2025.3.2"
       }
     ],
-    "version": "2025.2.1"
+    "version": "2025.3.2"
   },
   "intel-deep-learning-essentials-getting-started": {
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-        "version": "2025.2.1"
+        "name": "intel-deep-learning-essentials-getting-started-2025.3",
+        "sha256": "db69334bd33dd68d7f2903cd0549d89384935dd8f13dd57e129b8ccb5bd4aa7c",
+        "url": "https://yum.repos.intel.com/oneapi/intel-deep-learning-essentials-getting-started-2025.3-2025.3.2-33.noarch.rpm",
+        "version": "2025.3.2"
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-    "version": "2025.2.1"
+    "version": "2025.3.2"
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@@ -60,43 +60,43 @@
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-        "version": "2021.16.1"
+        "name": "intel-oneapi-ccl-2021.17",
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-        "name": "intel-oneapi-tlt-2025.2",
-        "sha256": "7c742896daf67caf9896c695ca7d62098c98953a983e4ca2d3b93c4079806144",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-tlt-2025.2-2025.2.0-324.x86_64.rpm",
-        "version": "2025.2.0"
+        "name": "intel-oneapi-tlt-2025.3",
+        "sha256": "41dd687577fbd03def5b3c559f91eab1444ce291a317d8318b0a92ba7ea9b733",
+        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-tlt-2025.3-2025.3.0-157.x86_64.rpm",
+        "version": "2025.3.0"
       }
     ],
-    "version": "2025.2.0"
+    "version": "2025.3.0"
   },
   "intel-oneapi-umf": {
     "deps": [
@@ -775,13 +776,13 @@
     ],
     "components": [
       {
-        "name": "intel-oneapi-umf-0.11",
-        "sha256": "44f04d99e213d27fade2f282dc81403cd47f54a9561fea960f6f81eba26c3c3f",
-        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-umf-0.11-0.11.0-394.x86_64.rpm",
-        "version": "0.11.0"
+        "name": "intel-oneapi-umf-1.0",
+        "sha256": "bb64184f6828d84ec5bb6c9b76efcca334cd2674c426fcb6f5a34683ab1102e2",
+        "url": "https://yum.repos.intel.com/oneapi/intel-oneapi-umf-1.0-1.0.3-17.x86_64.rpm",
+        "version": "1.0.3"
       }
     ],
-    "version": "0.11.0"
+    "version": "1.0.3"
   },
   "intel-pti": {
     "deps": [
@@ -791,13 +792,13 @@
     ],
     "components": [
       {
-        "name": "intel-pti-0.13",
-        "sha256": "e79c74644269efdd4203adc7a7bbe38958f57d4d6b4b590d6fd66f1289b4e507",
-        "url": "https://yum.repos.intel.com/oneapi/intel-pti-0.13-0.13.1-10.x86_64.rpm",
-        "version": "0.13.1"
+        "name": "intel-pti-0.16",
+        "sha256": "94e539dad0c66333b39d1766b9dfad3cc5cb30154211890055704810498a649a",
+        "url": "https://yum.repos.intel.com/oneapi/intel-pti-0.16-0.16.0-7.x86_64.rpm",
+        "version": "0.16.0"
       }
     ],
-    "version": "0.13.1"
+    "version": "0.16.0"
   },
   "intel-pti-dev": {
     "deps": [
@@ -805,12 +806,12 @@
     ],
     "components": [
       {
-        "name": "intel-pti-dev-0.13",
-        "sha256": "98c917b18c67b0b240487e49962c5830976d9b1b3671970b437d361fb632dac3",
-        "url": "https://yum.repos.intel.com/oneapi/intel-pti-dev-0.13-0.13.1-10.x86_64.rpm",
-        "version": "0.13.1"
+        "name": "intel-pti-dev-0.16",
+        "sha256": "c409bc2f73802cde5d3d4687d2b94cf4a884d2381450233952efb8c7912ecffe",
+        "url": "https://yum.repos.intel.com/oneapi/intel-pti-dev-0.16-0.16.0-7.x86_64.rpm",
+        "version": "0.16.0"
       }
     ],
-    "version": "0.13.1"
+    "version": "0.16.0"
   }
 }
diff --git a/nix-builder/pkgs/xpu-packages/onednn-xpu.nix b/nix-builder/pkgs/xpu-packages/onednn-xpu.nix
index 38eefb13..f34c7d25 100644
--- a/nix-builder/pkgs/xpu-packages/onednn-xpu.nix
+++ b/nix-builder/pkgs/xpu-packages/onednn-xpu.nix
@@ -12,14 +12,6 @@
 let
   dpcppVersion = oneapi-torch-dev.version;
   oneDnnVersions = {
-    "2025.1" = {
-      version = "3.8.1";
-      hash = "sha256-x4leRd0xPFUygjAv/D125CIXn7lYSyzUKsd9IDh/vCc=";
-    };
-    "2025.2" = {
-      version = "3.9.1";
-      hash = "sha256-DbLW22LgG8wrBNMsxoUGlacHLcfIBwqyiv+HOmFDtxc=";
-    };
     "2025.3" = {
       version = "3.10.2";
       hash = "sha256-/e57voLBNun/2koTF3sEb0Z/nDjCwq9NJVk7TaTSvMY=";
diff --git a/nix-builder/pkgs/xpu-packages/rhel2nix.py b/nix-builder/pkgs/xpu-packages/rhel2nix.py
index 825fd1a1..c83f5aad 100644
--- a/nix-builder/pkgs/xpu-packages/rhel2nix.py
+++ b/nix-builder/pkgs/xpu-packages/rhel2nix.py
@@ -1,15 +1,17 @@
 #!/usr/bin/env python3
 
 import argparse
-import json
-import sys
 import gzip
+import json
 import re
+import sys
 import xml.etree.ElementTree as ET
-from typing import Set, Dict
+from typing import Dict, Set
 from urllib.parse import urljoin
 from urllib.request import urlopen
 
+from packaging.version import Version
+
 BASEURL = "https://yum.repos.intel.com/oneapi/"
 
 # XML namespaces used in RPM repo metadata
@@ -25,6 +27,8 @@
 parser = argparse.ArgumentParser(description="Parse intel oneapi repository")
 parser.add_argument("version", help="oneAPI version")
 
+TARGET_PACKAGE_NAME = "intel-deep-learning-essentials"
+
 
 class Package:
     def __init__(self, package_elem, base_url: str):
@@ -138,7 +142,7 @@ def fetch_and_parse_repodata(repo_url: str):
         sys.exit(1)
 
 
-def get_all_packages() -> Dict[str, Package]:
+def get_all_packages(version: Version) -> Dict[str, Package]:
     """Get all packages from the repository"""
     repo_url = BASEURL
     metadata = fetch_and_parse_repodata(repo_url)
@@ -147,26 +151,55 @@ def get_all_packages() -> Dict[str, Package]:
     for package_elem in metadata.findall(
         './/common:package[@type="rpm"]', RPM_NAMESPACES
     ):
-        pkg = Package(package_elem, repo_url)
-        all_packages[pkg.name] = pkg
+        package = Package(package_elem, repo_url)
+
+        # The repo metadata contains multiple versions of the same package.
+        # As a user, you typically want the latest version, however for
+        # builds we don't, because newer versions could introduce new APIs
+        # that are incompatible with the exact version that we want to compile
+        # for.
+        #
+        # So we first get all versions and then we find the closest match.
+
+        all_packages.setdefault(package.name, []).append(
+            (Version(package.version), package)
+        )
+
+    packages = {}
+    for name, versions in all_packages.items():
+        versions.sort(key=lambda x: x[0])  # Sort by version
+        for package_version, package in versions:
+            if package_version >= version:
+                packages[name] = package
+                break
 
-    return all_packages
+        if name not in packages:
+            packages[name] = versions[-1][1]
+
+    return packages
 
 
 def find_target_package(all_packages: Dict[str, Package], version: str) -> Package:
     """Find intel-deep-learning-essentials package with the specified version"""
-    target_name = "intel-deep-learning-essentials"
-
     version_suffix = ".".join(version.split(".")[:2])  # 2025.2.0 -> 2025.2
 
     # Fallback: Look for version-specific package names
     for name, pkg in all_packages.items():
-        if name.startswith(target_name) and name.endswith(f"-{version_suffix}") and (version in pkg.version):
-            print(f"Found version match: {name} with version {pkg.version}", file=sys.stderr)
+        if (
+            name.startswith(TARGET_PACKAGE_NAME)
+            and name.endswith(f"-{version_suffix}")
+            and (version in pkg.version)
+        ):
+            print(
+                f"Found version match: {name} with version {pkg.version}",
+                file=sys.stderr,
+            )
             return pkg
 
     # If not found, raise an exception
-    raise Exception(f"Could not find {target_name} package with version suffix -{version_suffix}")
+    raise Exception(
+        f"Could not find {TARGET_PACKAGE_NAME} package with version suffix -{version_suffix}"
+    )
 
 
 def resolve_dependencies_recursively(
@@ -201,7 +234,9 @@ def resolve_dependencies_recursively(
             )
 
             # Recursively resolve this dependency
-            resolve_dependencies_recursively(dep_package, all_packages, resolved_packages)
+            resolve_dependencies_recursively(
+                dep_package, all_packages, resolved_packages
+            )
         else:
             print(
                 f"Warning: Dependency {dep_name} not found in repository",
@@ -210,13 +245,14 @@ def resolve_dependencies_recursively(
 
     return resolved_packages
 
+
 def main():
     args = parser.parse_args()
 
-    print(f"Fetching all packages from oneAPI repository...", file=sys.stderr)
+    print("Fetching all packages from oneAPI repository...", file=sys.stderr)
 
     # Step 1: Get all packages from repository
-    all_packages = get_all_packages()
+    all_packages = get_all_packages(Version(args.version))
     print(f"Found {len(all_packages)} total packages in repository", file=sys.stderr)
 
     # Step 2: Find intel-deep-learning-essentials package with specified version
@@ -231,7 +267,7 @@ def main():
         sys.exit(1)
 
     # Step 3: Recursively resolve all dependencies
-    print(f"Resolving dependencies recursively...", file=sys.stderr)
+    print("Resolving dependencies recursively...", file=sys.stderr)
     required_packages = resolve_dependencies_recursively(target_package, all_packages)
 
     print(f"Total required packages: {len(required_packages)}", file=sys.stderr)
@@ -274,9 +310,7 @@ def main():
     # sorted will put -devel after non-devel packages.
     for name in sorted(packages.keys()):
         info = packages[name]
-        deps = {
-            dev_to_merge.get(dep, dep) for dep in info.depends() if dep in packages
-        }
+        deps = {dev_to_merge.get(dep, dep) for dep in info.depends() if dep in packages}
 
         pkg_metadata = {
             "name": name,
@@ -308,11 +342,8 @@ def main():
         deps -= {name, f"{name}-devel"}
         pkg_metadata["deps"] = list(sorted(deps))
 
-
     # Step 7: Filter out unwanted packages by prefix
-    unwanted_prefixes = (
-        "intel-oneapi-dpcpp-debugger",
-    )
+    unwanted_prefixes = ("intel-oneapi-dpcpp-debugger",)
 
     filtered_metadata = {
         name: pkg
@@ -321,7 +352,9 @@ def main():
     }
 
     # Step 8: remove version suffixes from package names.
-    filtered_metadata = {VERSION_SUFFIX_RE.sub("", name): pkg for name, pkg in filtered_metadata.items()}
+    filtered_metadata = {
+        VERSION_SUFFIX_RE.sub("", name): pkg for name, pkg in filtered_metadata.items()
+    }
     for pkg in filtered_metadata.values():
         pkg["deps"] = [VERSION_SUFFIX_RE.sub("", dep) for dep in pkg["deps"]]
 
diff --git a/nix-builder/pkgs/xpu-packages/sycl-tla.nix b/nix-builder/pkgs/xpu-packages/sycl-tla.nix
index 34db698f..8e434360 100644
--- a/nix-builder/pkgs/xpu-packages/sycl-tla.nix
+++ b/nix-builder/pkgs/xpu-packages/sycl-tla.nix
@@ -13,15 +13,6 @@
 let
   dpcppVersion = oneapi-torch-dev.version;
   cutlassVersions = {
-    "2025.1" = {
-      version = "3.9-0.3";
-      hash = "sha256-FLmTseMw31txptQkvWaN03xoaLzIbQz2Ip1xtCKH3ZE=";
-    };
-    "2025.2" = {
-      version = "0.6-dev";
-      rev = "14055e78510b8776ba739755eb57e592fdceefdb";
-      hash = "sha256-5KVvFdEYFQhvIjeauoEUSyhBdbSh6UYEwgsd+X7jcHA=";
-    };
     "2025.3" = {
       version = "0.6-dev";
       rev = "14055e78510b8776ba739755eb57e592fdceefdb";
diff --git a/nix-builder/versions.nix b/nix-builder/versions.nix
index 401bc8b2..a8c6bddd 100644
--- a/nix-builder/versions.nix
+++ b/nix-builder/versions.nix
@@ -1,11 +1,4 @@
 [
-  {
-    torchVersion = "2.9";
-    xpuVersion = "2025.2.1";
-    systems = [ "x86_64-linux" ];
-    bundleBuild = true;
-    tvmFfi = true;
-  }
   {
     torchVersion = "2.9";
     cudaVersion = "12.9";
@@ -76,7 +69,6 @@
     xpuVersion = "2025.3.1";
     systems = [ "x86_64-linux" ];
     bundleBuild = true;
-    tvmFfi = true;
   }
 
   {
@@ -138,4 +130,11 @@
     systems = [ "x86_64-linux" ];
     bundleBuild = true;
   }
+  {
+    torchVersion = "2.11";
+    xpuVersion = "2025.3.2";
+    systems = [ "x86_64-linux" ];
+    bundleBuild = true;
+    tvmFfi = true;
+  }
 ]