# # Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # This file is a part of the vllm-ascend project. # FROM quay.io/ascend/cann:8.3.rc2-910b-ubuntu22.04-py3.11 ARG PIP_INDEX_URL="https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple" ARG COMPILE_CUSTOM_KERNELS=1 ARG MOONCAKE_TAG="v0.3.7.post2" # Define environments ENV DEBIAN_FRONTEND=noninteractive ENV COMPILE_CUSTOM_KERNELS=${COMPILE_CUSTOM_KERNELS} WORKDIR /workspace COPY . /vllm-workspace/vllm-ascend/ # Install Mooncake dependencies RUN apt-get update -y && \ apt-get install -y git vim wget net-tools gcc g++ cmake libnuma-dev && \ git clone --depth 1 --branch ${MOONCAKE_TAG} https://github.com/kvcache-ai/Mooncake /vllm-workspace/Mooncake && \ cp /vllm-workspace/vllm-ascend/tools/mooncake_installer.sh /vllm-workspace/Mooncake/ && \ cd /vllm-workspace/Mooncake && bash mooncake_installer.sh -y && \ export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/Ascend/ascend-toolkit/latest/`uname -i`-linux/lib64 && \ mkdir -p build && cd build && cmake .. -DUSE_ASCEND_DIRECT=ON && \ make -j$(nproc) && make install && \ rm -fr /vllm-workspace/Mooncake/build && \ rm -rf /var/cache/apt/* && \ rm -rf /var/lib/apt/lists/* RUN pip config set global.index-url ${PIP_INDEX_URL} # Install vLLM ARG VLLM_REPO=https://github.com/vllm-project/vllm.git ARG VLLM_TAG=v0.11.0 RUN git clone --depth 1 $VLLM_REPO --branch $VLLM_TAG /vllm-workspace/vllm # In x86, triton will be installed by vllm. But in Ascend, triton doesn't work correctly. we need to uninstall it. RUN VLLM_TARGET_DEVICE="empty" python3 -m pip install -v -e /vllm-workspace/vllm/[audio] --extra-index https://download.pytorch.org/whl/cpu/ && \ python3 -m pip uninstall -y triton && \ python3 -m pip cache purge # Install vllm-ascend # Append `libascend_hal.so` path (devlib) to LD_LIBRARY_PATH RUN export PIP_EXTRA_INDEX_URL=https://mirrors.huaweicloud.com/ascend/repos/pypi && \ source /usr/local/Ascend/ascend-toolkit/set_env.sh && \ source /usr/local/Ascend/nnal/atb/set_env.sh && \ export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/Ascend/ascend-toolkit/latest/`uname -i`-linux/devlib && \ cd /vllm-workspace/vllm-ascend/csrc/vnpu_offload && \ make install && make clean && \ python3 -m pip install -v -e /vllm-workspace/vllm-ascend/ --extra-index https://download.pytorch.org/whl/cpu/ && \ python3 -m pip cache purge ENV VLLM_ASCEND_ENABLE_NZ=0 \ VLLM_WORKER_MULTIPROC_METHOD=spawn \ VLLM_ASCEND_ENABLE_VNPU=1 # Install modelscope (for fast download) and ray (for multinode) RUN python3 -m pip install modelscope 'ray>=2.47.1,<=2.48.0' 'protobuf>3.20.0' && \ python3 -m pip cache purge CMD ["/bin/bash"]