e-mon · Sep 28, 2026 · Sep 28, 2026 · Sep 28, 2026 · Sep 28, 2026 · Sep 28, 2026
diff --git a/.devops/intel.Dockerfile b/.devops/intel.Dockerfile
@@ -1,4 +1,4 @@
-ARG ONEAPI_VERSION=2025.3.3-0-devel-ubuntu24.04
+ARG ONEAPI_VERSION=2026.1.1-devel-ubuntu24.04
 ARG BUILD_DATE=N/A
 ARG APP_VERSION=N/A
 ARG APP_REVISION=N/A
@@ -19,7 +19,7 @@ RUN npm ci
 COPY tools/ui/ ./
 RUN LLAMA_BUILD_NUMBER="$APP_VERSION" npm run build
 
-FROM docker.io/intel/deep-learning-essentials:$ONEAPI_VERSION AS build
+FROM docker.io/intel/oneapi-toolkit:$ONEAPI_VERSION AS build
 
 ARG GGML_SYCL_F16=ON
 ARG LEVEL_ZERO_VERSION=1.28.2
@@ -59,7 +59,7 @@ RUN mkdir -p /app/full \
     && cp requirements.txt /app/full \
     && cp .devops/tools.sh /app/full/tools.sh
 
-FROM docker.io/intel/deep-learning-essentials:$ONEAPI_VERSION AS base
+FROM docker.io/intel/oneapi-toolkit:$ONEAPI_VERSION AS base
 
 ARG BUILD_DATE=N/A
 ARG APP_VERSION=N/A

diff --git a/.devops/musa.Dockerfile b/.devops/musa.Dockerfile
@@ -1,9 +1,9 @@
 ARG UBUNTU_VERSION=22.04
 # This needs to generally match the container host's environment.
 # Target the MUSA build image
-ARG BASE_MUSA_DEV_CONTAINER=registry.mthreads.com/mcconline/inference/pytorch:2.9.1.post1-py3.10-musa5.2.0-mp31-devel-ubuntu${UBUNTU_VERSION}-amd64
+ARG BASE_MUSA_DEV_CONTAINER=registry.mthreads.com/mcconline/musa_sdk:5.2.0-devel-ubuntu${UBUNTU_VERSION}-s5000
 
-ARG BASE_MUSA_RUN_CONTAINER=${BASE_MUSA_DEV_CONTAINER}
+ARG BASE_MUSA_RUN_CONTAINER=registry.mthreads.com/mcconline/musa_sdk:5.2.0-runtime-ubuntu${UBUNTU_VERSION}-s5000
 
 ARG BUILD_DATE=N/A
 ARG APP_VERSION=N/A
@@ -36,7 +36,10 @@ RUN apt-get update && \
     python3-pip \
     git \
     libssl-dev \
-    libgomp1
+    libgomp1 \
+    musa-mualg-5-2 \
+    musa-muthrust-5-2 \
+    libmthreads-compute
 
 WORKDIR /app
 
@@ -79,13 +82,16 @@ LABEL org.opencontainers.image.created=$BUILD_DATE \
       org.opencontainers.image.source=$IMAGE_SOURCE
 
 RUN apt-get update \
-    && apt-get install -y libgomp1 curl ffmpeg \
+    && apt-get install -y libgomp1 curl ffmpeg libmthreads-compute \
     && apt autoremove -y \
     && apt clean -y \
     && rm -rf /tmp/* /var/tmp/* \
     && find /var/cache/apt/archives /var/lib/apt/lists -not -name lock -type f -delete \
     && find /var/cache -type f -delete
 
+# The MUSA runtime image does not register its library directory
+RUN echo "/usr/local/musa/lib" > /etc/ld.so.conf.d/musa-runtime.conf && ldconfig
+
 COPY --from=build /app/lib/ /app
 
 ### Full

diff --git a/.github/workflows/build-cuda-ubuntu.yml b/.github/workflows/build-cuda-ubuntu.yml
@@ -145,7 +145,7 @@ jobs:
 
   musa:
     runs-on: ubuntu-22.04
-    container: registry.mthreads.com/mcconline/inference/pytorch:2.9.1.post1-py3.10-musa5.2.0-mp31-devel-ubuntu22.04-amd64
+    container: registry.mthreads.com/mcconline/musa_sdk:5.2.0-devel-ubuntu22.04-s5000
 
     steps:
       - name: Clone
@@ -156,7 +156,7 @@ jobs:
         id: depends
         run: |
           apt-get update
-          apt-get install -y build-essential git cmake libssl-dev jq python3-venv
+          apt-get install -y build-essential git cmake libssl-dev jq python3-venv musa-mualg-5-2 musa-muthrust-5-2 libmthreads-compute
 
       - name: ccache
         uses: ggml-org/ccache-action@v1.2.24

diff --git a/.github/workflows/build-sycl.yml b/.github/workflows/build-sycl.yml
@@ -48,7 +48,7 @@ jobs:
 
     env:
       ONEAPI_ROOT: /opt/intel/oneapi/
-      ONEAPI_INSTALLER_VERSION: "2025.3.3"
+      ONEAPI_INSTALLER_VERSION: "2026.1"
       LEVEL_ZERO_VERSION: "1.33.1"
       LEVEL_ZERO_UBUNTU_VERSION: "u24.04"
 
@@ -63,8 +63,8 @@ jobs:
         shell: bash
         run: |
           cd /tmp
-          wget https://registrationcenter-download.intel.com/akdlm/IRC_NAS/56f7923a-adb8-43f3-8b02-2b60fcac8cab/intel-deep-learning-essentials-2025.3.3.16_offline.sh -O intel-deep-learning-essentials_offline.sh
-          sudo bash intel-deep-learning-essentials_offline.sh -s -a --silent --eula accept
+          wget https://registrationcenter-download.intel.com/akdlm/IRC_NAS/5996e26b-f48a-42b1-8db0-b002ad0bd8d7/intel-oneapi-toolkit-2026.1.1.33_offline.sh -O intel-oneapi-toolkit_offline.sh
+          sudo bash intel-oneapi-toolkit_offline.sh -s -a --silent --eula accept
 
       - name: Install Level Zero SDK
         shell: bash
@@ -129,11 +129,11 @@ jobs:
         shell: bash
 
     env:
-      WINDOWS_BASEKIT_URL: https://registrationcenter-download.intel.com/akdlm/IRC_NAS/b60765d1-2b85-4e85-86b6-cb0e9563a699/intel-deep-learning-essentials-2025.3.3.18_offline.exe
+      WINDOWS_BASEKIT_URL: https://registrationcenter-download.intel.com/akdlm/IRC_NAS/0cb67a0d-67f6-410b-868b-f4a0a17ff0cf/intel-oneapi-toolkit-2026.1.1.32_offline.exe
       WINDOWS_DPCPP_MKL: intel.oneapi.win.cpp-dpcpp-common:intel.oneapi.win.mkl.devel:intel.oneapi.win.dnnl:intel.oneapi.win.tbb.devel
       LEVEL_ZERO_SDK_URL: https://github.com/oneapi-src/level-zero/releases/download/v1.33.1/level-zero-win-sdk-1.33.1.zip
       ONEAPI_ROOT: "C:/Program Files (x86)/Intel/oneAPI"
-      ONEAPI_INSTALLER_VERSION: "2025.3.3"
+      ONEAPI_INSTALLER_VERSION: "2026.1"
     steps:
       - name: Clone
         id: checkout

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
@@ -1344,11 +1344,11 @@ jobs:
         shell: bash
 
     env:
-      WINDOWS_BASEKIT_URL: https://registrationcenter-download.intel.com/akdlm/IRC_NAS/b60765d1-2b85-4e85-86b6-cb0e9563a699/intel-deep-learning-essentials-2025.3.3.18_offline.exe
+      WINDOWS_BASEKIT_URL: https://registrationcenter-download.intel.com/akdlm/IRC_NAS/0cb67a0d-67f6-410b-868b-f4a0a17ff0cf/intel-oneapi-toolkit-2026.1.1.32_offline.exe
       WINDOWS_DPCPP_MKL: intel.oneapi.win.cpp-dpcpp-common:intel.oneapi.win.mkl.devel:intel.oneapi.win.dnnl:intel.oneapi.win.tbb.devel
-      LEVEL_ZERO_SDK_URL: https://github.com/oneapi-src/level-zero/releases/download/v1.28.2/level-zero-win-sdk-1.28.2.zip
+      LEVEL_ZERO_SDK_URL: https://github.com/oneapi-src/level-zero/releases/download/v1.33.1/level-zero-win-sdk-1.33.1.zip
       ONEAPI_ROOT: "C:/Program Files (x86)/Intel/oneAPI"
-      ONEAPI_INSTALLER_VERSION: "2025.3.3"
+      ONEAPI_INSTALLER_VERSION: "2026.1"
 
     steps:
       - name: Clone
@@ -1391,9 +1391,11 @@ jobs:
         run: |
           echo "cp oneAPI running time dll files in ${{ env.ONEAPI_ROOT }} to ./build/bin"
 
-          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_sycl_blas.5.dll" ./build/bin
-          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_core.2.dll" ./build/bin
-          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_tbb_thread.2.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_sycl_blas.6.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_core.3.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_def.3.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_avx2.3.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_tbb_thread.3.dll" ./build/bin
 
           cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/ur_adapter_level_zero.dll" ./build/bin
           cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/ur_adapter_level_zero_v2.dll" ./build/bin
@@ -1408,13 +1410,11 @@ jobs:
             echo "Level Zero loader DLL not found in oneAPI or SDK; relying on system driver/runtime"
           fi
 
-          cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/sycl8.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/sycl9.dll" ./build/bin
           cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/svml_dispmd.dll" ./build/bin
           cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/libmmd.dll" ./build/bin
           cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/libiomp5md.dll" ./build/bin
           cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/sycl-ls.exe" ./build/bin
-          cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/libsycl-fallback-bfloat16.spv" ./build/bin
-          cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/libsycl-native-bfloat16.spv" ./build/bin
 
           cp "${{ env.ONEAPI_ROOT }}/dnnl/latest/bin/dnnl.dll" ./build/bin
           cp "${{ env.ONEAPI_ROOT }}/tbb/latest/bin/tbb12.dll" ./build/bin
@@ -1454,8 +1454,8 @@ jobs:
 
     env:
       ONEAPI_ROOT: /opt/intel/oneapi/
-      ONEAPI_INSTALLER_VERSION: "2025.3.3"
-      LEVEL_ZERO_VERSION: "1.28.2"
+      ONEAPI_INSTALLER_VERSION: "2026.1"
+      LEVEL_ZERO_VERSION: "1.33.1"
       LEVEL_ZERO_UBUNTU_VERSION: "u24.04"
 
     steps:
@@ -1469,16 +1469,16 @@ jobs:
         shell: bash
         run: |
           cd /tmp
-          wget https://registrationcenter-download.intel.com/akdlm/IRC_NAS/56f7923a-adb8-43f3-8b02-2b60fcac8cab/intel-deep-learning-essentials-2025.3.3.16_offline.sh -O intel-deep-learning-essentials_offline.sh
-          sudo bash intel-deep-learning-essentials_offline.sh -s -a --silent --eula accept
+          wget https://registrationcenter-download.intel.com/akdlm/IRC_NAS/5996e26b-f48a-42b1-8db0-b002ad0bd8d7/intel-oneapi-toolkit-2026.1.1.33_offline.sh -O intel-oneapi-toolkit_offline.sh
+          sudo bash intel-oneapi-toolkit_offline.sh -s -a --silent --eula accept
 
       - name: Install Level Zero SDK
         shell: bash
         run: |
           cd /tmp
-          wget -q "https://github.com/oneapi-src/level-zero/releases/download/v${LEVEL_ZERO_VERSION}/level-zero_${LEVEL_ZERO_VERSION}%2B${LEVEL_ZERO_UBUNTU_VERSION}_amd64.deb" -O level-zero.deb
-          wget -q "https://github.com/oneapi-src/level-zero/releases/download/v${LEVEL_ZERO_VERSION}/level-zero-devel_${LEVEL_ZERO_VERSION}%2B${LEVEL_ZERO_UBUNTU_VERSION}_amd64.deb" -O level-zero-devel.deb
-          sudo apt-get install -y ./level-zero.deb ./level-zero-devel.deb
+          wget -q "https://github.com/oneapi-src/level-zero/releases/download/v${LEVEL_ZERO_VERSION}/libze1_${LEVEL_ZERO_VERSION}%2B${LEVEL_ZERO_UBUNTU_VERSION}_amd64.deb" -O libze1.deb
+          wget -q "https://github.com/oneapi-src/level-zero/releases/download/v${LEVEL_ZERO_VERSION}/libze-dev_${LEVEL_ZERO_VERSION}%2B${LEVEL_ZERO_UBUNTU_VERSION}_amd64.deb" -O libze-dev.deb
+          sudo apt-get install -y ./libze1.deb ./libze-dev.deb
 
       - name: Download UI build
         uses: actions/download-artifact@v7

diff --git a/ci/README-MUSA.md b/ci/README-MUSA.md
@@ -21,13 +21,13 @@ docker run --privileged -it \
     -v $HOME/llama.cpp/ci-cache:/ci-cache \
     -v $HOME/llama.cpp/ci-results:/ci-results \
     -v $PWD:/ws -w /ws \
-    registry.mthreads.com/mcconline/inference/pytorch:2.9.1.post1-py3.10-musa5.2.0-mp31-devel-ubuntu22.04-amd64
+    registry.mthreads.com/mcconline/musa_sdk:5.2.0-devel-ubuntu22.04-s5000
 ```
 
 Inside the container, execute the following commands:
 
 ```bash
-apt update -y && apt install -y bc cmake ccache git python3.10-venv time unzip wget
+apt update -y && apt install -y bc cmake ccache git python3.10-venv time unzip wget musa-mualg-5-2 musa-muthrust-5-2 libmthreads-compute
 git config --global --add safe.directory /ws
 GG_BUILD_MUSA=1 bash ./ci/run.sh /ci-results /ci-cache
 ```

diff --git a/ci/run.sh b/ci/run.sh
@@ -49,14 +49,6 @@ mkdir -p "$2"
 OUT=$(realpath "$1")
 MNT=$(realpath "$2")
 
-# gpu-rocm self-hosted runner can't upload logs to blob; keep each run's logs in
-# their own dir keyed by the GitHub run id so an Actions run URL maps to its logs.
-if [ -n "${GG_BUILD_ROCM}" ] && [ -n "${GITHUB_RUN_ID}" ]; then
-    OUT="$OUT/run-${GITHUB_RUN_ID}-${GITHUB_RUN_ATTEMPT:-1}"
-    mkdir -p "$OUT"
-    echo "ci results dir: $OUT"
-fi
-
 rm -f $OUT/*.log
 
 sd=`dirname $0`

diff --git a/common/arg.cpp b/common/arg.cpp
@@ -351,7 +351,7 @@ static bool parse_bool_value(const std::string & value) {
 static std::string get_default_local_path(const std::string & url) {
     auto f = string_split<std::string>(url, '#').front();
     f = string_split<std::string>(f, '?').front();
-    return fs_get_cache_file(string_split<std::string>(f, '/').back());
+    return fs_path_to_utf8(fs_get_cache_file(string_split<std::string>(f, '/').back()));
 }
 
 static bool spec_types_is_default(const common_params & params) {

diff --git a/common/chat.cpp b/common/chat.cpp
@@ -1099,6 +1099,12 @@ std::optional<common_chat_params> common_chat_try_specialized_template(
         return common_chat_params_init_ministral_3(tmpl, params);
     }
 
+    // LLM-jp-4.1 - GPT-OSS dialect (spaces after special tokens, <|end|>-separated parallel calls)
+    if (src.find("chat_format=llm-jp-harmony-v1") != std::string::npos) {
+        LOG_DBG("Using specialized template: LLM-jp Harmony v1\n");
+        return common_chat_params_init_llm_jp_harmony(tmpl, params);
+    }
+
     // GPT-OSS - has unique channel-based structure that needs dedicated handler
     if (src.find("<|channel|>") != std::string::npos) {
         LOG_DBG("Using specialized template: GPT-OSS\n");