Sun Ruoxi
71b752346b
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Signed-off-by: Sun Ruoxi <sunruoxi@4paradigm.com>
76 lines
3.2 KiB
Docker
76 lines
3.2 KiB
Docker
#
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# Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# This file is a part of the vllm-ascend project.
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#
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FROM quay.io/ascend/cann:9.1.0-a3-openeuler24.03-py3.12
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ARG PIP_INDEX_URL="https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple"
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WORKDIR /workspace
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SHELL ["/bin/bash", "-c"]
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# Install clang (for triton-ascend) and Mooncake
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ARG MOONCAKE_TAG=0.3.11.post1
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RUN yum update -y && \
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yum install -y git vim wget net-tools gcc gcc-c++ make cmake numactl numactl-devel libibverbs-devel jemalloc hiredis-devel clang patch && \
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source /usr/local/Ascend/ascend-toolkit/set_env.sh && \
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python3 -m pip install --index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple --extra-index-url https://pypi.org/simple mooncake-transfer-engine-npu==${MOONCAKE_TAG} && \
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rm -rf /var/cache/yum/*
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# Install modelscope (for fast download) and ray (for multinode)
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RUN pip config set global.index-url ${PIP_INDEX_URL} && \
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python3 -m pip install modelscope 'ray>=2.47.1,<=2.48.0' 'protobuf>3.20.0' && \
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python3 -m pip cache purge
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# Install vLLM
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ARG VLLM_REPO=https://github.com/vllm-project/vllm.git
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ARG VLLM_TAG=v0.23.0
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ARG VLLM_COMMIT=""
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RUN if [ -n "$VLLM_COMMIT" ]; then \
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git init /vllm-workspace/vllm && \
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git -C /vllm-workspace/vllm fetch --depth 1 $VLLM_REPO "$VLLM_COMMIT" && \
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git -C /vllm-workspace/vllm checkout FETCH_HEAD; \
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else \
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git clone --depth 1 -b $VLLM_TAG $VLLM_REPO /vllm-workspace/vllm; \
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fi
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# In x86, triton will be installed by vllm. But in Ascend, triton doesn't work correctly. we need to uninstall it.
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RUN VLLM_TARGET_DEVICE="empty" python3 -m pip install -e /vllm-workspace/vllm/[audio] --extra-index https://download.pytorch.org/whl/cpu/ && \
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python3 -m pip uninstall -y triton && \
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python3 -m pip cache purge
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# Install vllm-ascend
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ARG SOC_VERSION="ascend910_9391"
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ARG COMPILE_CUSTOM_KERNELS=1
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ENV SOC_VERSION=$SOC_VERSION \
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TASK_QUEUE_ENABLE=1 \
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OMP_NUM_THREADS=1
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COPY . /vllm-workspace/vllm-ascend/
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RUN export PIP_EXTRA_INDEX_URL="https://mirrors.huaweicloud.com/ascend/repos/pypi" && \
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export VLLM_BATCH_INVARIANT=1 && \
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source /usr/local/Ascend/ascend-toolkit/set_env.sh && \
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source /usr/local/Ascend/nnal/atb/set_env.sh && \
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python3 -m pip install -e /vllm-workspace/vllm-ascend/ --extra-index https://download.pytorch.org/whl/cpu/ && \
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python3 -m pip uninstall -y triton triton-ascend && \
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python3 -m pip install triton-ascend==3.2.2 --extra-index-url https://mirrors.huaweicloud.com/ascend/repos/pypi && \
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python3 -m pip cache purge
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RUN echo "export LD_PRELOAD=/usr/lib64/libjemalloc.so.2:$LD_PRELOAD" >> ~/.bashrc
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RUN echo "export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib" >> ~/.bashrc
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CMD ["/bin/bash"]
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