Update Docker configurations and Intel GPU runtimes for improved perf…

…ormance
eSlider · eSlider · Feb 13, 2026 · Oct 28, 2024 · Nov 7, 2024 · Nov 7, 2024
commit 0a7f974c044134fbe143626ffb456e7c270a976a
diff --git a/Dockerfile b/Dockerfile
@@ -1,36 +1,100 @@
 FROM ubuntu:24.04
-ENV DEBIAN_FRONTEND=noninteractive
-ENV TZ=america/los_angeles
-
+ENV DEBIAN_FRONTEND=noninteractive \
+    TZ=America/Los_Angeles
 
 # Base packages
-RUN apt update && \
-    apt install --no-install-recommends -q -y \
-    software-properties-common \
-    ca-certificates \
-    wget \
-    ocl-icd-libopencl1
-
-# Intel GPU compute user-space drivers
-RUN mkdir -p /tmp/gpu && \
- cd /tmp/gpu && \
- wget https://github.com/oneapi-src/level-zero/releases/download/v1.21.9/level-zero_1.21.9+u24.04_amd64.deb && \
- wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.8.3/intel-igc-core-2_2.8.3+18762_amd64.deb && \
- wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.8.3/intel-igc-opencl-2_2.8.3+18762_amd64.deb && \
- wget https://github.com/intel/compute-runtime/releases/download/25.09.32961.7/intel-level-zero-gpu_1.6.32961.7_amd64.deb && \
- wget https://github.com/intel/compute-runtime/releases/download/25.09.32961.7/intel-opencl-icd_25.09.32961.7_amd64.deb && \
- wget https://github.com/intel/compute-runtime/releases/download/25.09.32961.7/libigdgmm12_22.6.0_amd64.deb && \
- dpkg -i *.deb && \
- rm *.deb
-
-# Install Ollama Portable Zip
-ARG IPEXLLM_RELEASE_REPO=ipex-llm/ipex-llm
-ARG IPEXLLM_RELEASE_VERSON=v2.2.0
-ARG IPEXLLM_PORTABLE_ZIP_FILENAME=ollama-ipex-llm-2.2.0-ubuntu.tgz
+RUN apt-get update && \
+    apt-get install --no-install-recommends -q -y \
+      software-properties-common \
+      ca-certificates \
+      wget \
+      ocl-icd-libopencl1 && \
+    rm -rf /var/lib/apt/lists/*
+
+# Intel GPU runtimes (release 25.18.33578.6)
+RUN mkdir -p /tmp/gpu && cd /tmp/gpu && \
+    wget https://github.com/oneapi-src/level-zero/releases/download/v1.22.4/level-zero_1.22.4+u24.04_amd64.deb && \
+    wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.11.7/intel-igc-core-2_2.11.7+19146_amd64.deb && \
+    wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.11.7/intel-igc-opencl-2_2.11.7+19146_amd64.deb && \
+    wget https://github.com/intel/compute-runtime/releases/download/25.18.33578.6/intel-ocloc-dbgsym_25.18.33578.6-0_amd64.ddeb && \
+    wget https://github.com/intel/compute-runtime/releases/download/25.18.33578.6/intel-ocloc_25.18.33578.6-0_amd64.deb && \
+    wget https://github.com/intel/compute-runtime/releases/download/25.18.33578.6/intel-opencl-icd_25.18.33578.6-0_amd64.deb && \
+    wget https://github.com/intel/compute-runtime/releases/download/25.18.33578.6/libigdgmm12_22.7.0_amd64.deb && \
+    wget https://github.com/intel/compute-runtime/releases/download/25.18.33578.6/libze-intel-gpu1_25.18.33578.6-0_amd64.deb && \
+    dpkg -i *.deb *.ddeb && rm -rf /tmp/gpu
+
+# Install IPEX-LLM Portable Zip (ollama bundle v2.3.0-nightly)
 RUN cd / && \
-  wget https://github.com/${IPEXLLM_RELEASE_REPO}/releases/download/${IPEXLLM_RELEASE_VERSON}/${IPEXLLM_PORTABLE_ZIP_FILENAME} && \
-  tar xvf ${IPEXLLM_PORTABLE_ZIP_FILENAME} --strip-components=1 -C /
+    wget https://github.com/ipex-llm/ipex-llm/releases/download/v2.3.0-nightly/ollama-ipex-llm-2.3.0b20250612-ubuntu.tgz && \
+    tar xvf ollama-ipex-llm-2.3.0b20250612-ubuntu.tgz --strip-components=1 -C / && \
+    rm ollama-ipex-llm-2.3.0b20250612-ubuntu.tgz
+
+# Clean up any temporary files
+RUN apt-get clean && \
+    rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* \
+    && find /var/log -type f -exec rm -f {} \; \
+    && rm -rf /var/log/*-old \
+    && rm -rf /var/log/apt/* \
+    && rm -rf /var/log/dpkg.log* \
+    && rm -rf /var/log/alternatives.log \
+    && rm -rf /var/log/installer/* \
+    && rm -rf /var/log/unattended-upgrades/*
+
+# Best practices
 
+# Save model for faster loading
+ENV OLLAMA_DEFAULT_KEEPALIVE=6h
+
+# Keep models loaded in memory
+ENV OLLAMA_KEEP_ALIVE=24h
+
+# Load models in parallel
+ENV OLLAMA_NUM_PARALLEL=1
+ENV OLLAMA_MAX_LOADED_MODELS=1
+
+# Set bigger queue and VRAM for better performance
+ENV OLLAMA_MAX_QUEUE=512
+ENV OLLAMA_MAX_VRAM=0
+
+# Serve ollama on all interfaces
 ENV OLLAMA_HOST=0.0.0.0:11434
 
+# Set ollama to use the Intel GPU
+ENV OLLAMA_NUM_GPU=999
+
+
+## # Available low_bit format including sym_int4, sym_int8, fp16 etc.
+ENV USE_XETLA=OFF
+ENV ZES_ENABLE_SYSMAN=1
+
+# Set ollama to use the Intel GPU
+# Set ollama to use the Intel GPU with IPEX-LLM
+ENV OLLAMA_USE_IPEX=1
+# Set ollama to use the Intel GPU with IPEX-LLM and SYCL
+ENV OLLAMA_USE_IPEX_SYCL=1
+# Set ollama to use the Intel GPU with IPEX-LLM and SYCL and Level Zero
+ENV OLLAMA_USE_IPEX_SYCL_ZE=1
+# Set ollama to use the Intel GPU with IPEX-LLM and SYCL and Level Zero and XETLA
+ENV OLLAMA_USE_IPEX_SYCL_ZE_XETLA=1
+
+# # Available low_bit format including sym_int4, sym_int8, fp16 etc.
+ENV USE_XETLA=OFF
+ENV ZES_ENABLE_SYSMAN=1
+
+# Add some intel specific adjustments
+#  https://github.com/intel/ipex-llm/blob/main/docs/mddocs/Quickstart/fastchat_quickstart.md
+
+ENV SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
+ENV ENABLE_SDP_FUSION=1
+
+# [optional] under most circumstances, the following environment variable may improve performance,
+# but sometimes this may also cause performance degradation
+ENV SYCL_CACHE_PERSISTENT=1
+
+# For Intel Core™ Ultra Processors (Series 2) with processor number 2xxK or 2xxH (code name Arrow Lake):
+#- IPEX_LLM_NPU_ARL=1
+
+# For Intel Core™ Ultra Processors (Series 1) with processor number 1xxH (code name Meteor Lake):
+ENV IPEX_LLM_NPU_MTL=1
+
 ENTRYPOINT ["/bin/bash", "/start-ollama.sh"]
diff --git a/docker-compose.yml b/docker-compose.yml
@@ -29,9 +29,11 @@ services:
       #- OLLAMA_NOHISTORY=false
       #- OLLAMA_NOPRUNE=false
       - OLLAMA_NUM_PARALLEL=1
-
+      #- IPEXLLM_RELEASE_REPO=ipex-llm/ipex-llm
+      #- IPEXLLM_RELEASE_VERSON=v2.2.0
+      #- IPEXLLM_PORTABLE_ZIP_FILENAME=ollama-ipex-llm-2.2.0-ubuntu.tgz
     ports:
-      - 11435:11434
+      - 11434:11434
 
   ollama-webui:
     image: ghcr.io/open-webui/open-webui:latest