{"id":36735,"date":"2025-05-12T07:16:16","date_gmt":"2025-05-11T23:16:16","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/36735.html"},"modified":"2025-05-12T07:16:16","modified_gmt":"2025-05-11T23:16:16","slug":"nvidia%e6%98%be%e5%8d%a1%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%a6%bb%e7%ba%bf%e7%8e%af%e5%a2%83%e4%b8%8b%e9%80%9a%e8%bf%87vllm%e9%83%a8%e7%bd%b2deepseek","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/36735.html","title":{"rendered":"nvidia\u663e\u5361\u670d\u52a1\u5668\u79bb\u7ebf\u73af\u5883\u4e0b\u901a\u8fc7vllm\u90e8\u7f72deepseek"},"content":{"rendered":"

\u4e00\u3001\u64cd\u4f5c\u7cfb\u7edf \u5982\u679c\u4e0d\u8981\u6c42\u64cd\u4f5c\u7cfb\u7edf，\u4e2a\u4eba\u5efa\u8bae\u4f7f\u7528ubuntu22.04\u7248\u672c<\/p>\n

\u4e8c\u3001\u73af\u5883\u51c6\u5907 \u5b89\u88c5python https:\/\/www.python.org\/downloads\/source\/ \u538b\u7f29\u5305\u5730\u5740 \u4e0b\u8f7d\u597d\u7684\u538b\u7f29\u5305\u4e0a\u4f20\u5230\u670d\u52a1\u5668 \u6267\u884c\u4e00\u4e0b\u547d\u4ee4<\/p>\n

```
\ntar -zxvf Python-3.12.9.tgz \/\/\u89e3\u538b
\ncd \/Python-3.12.9 \/\/\u8fdb\u5165\u89e3\u538b\u540e\u7684\u76ee\u5f55
\n.\/configure –prefix=\/usr\/local\/python3.12.9 \/\/\u6307\u5b9a\u5b89\u88c5\u5728\u54ea\u4e2a\u76ee\u5f55
\nmake && sudo make install \/\/\u7f16\u8bd1\u4ee5\u53ca\u5b89\u88c5
\nln -sf \/usr\/local\/python3.12.9\/bin\/python3.12 \/usr\/bin\/python3 \u8f6f\u94fe\u63a5
\nln -sf \/usr\/local\/python3.12.9\/bin\/pip3.12 \/usr\/bin\/pip3
\n python3 -v
\n```<\/p>\n

\u4e09\u3001\u5b89\u88c5miniconda3<\/p>\n

  • \n

    \u521b\u5efa\u76ee\u5f55<\/p>\n

    ```
    \n mkdir -p ~\/miniconda3
    \n ```\n <\/li>\n

  • \n

    \u4e0b\u8f7d\u811a\u672c https:\/\/repo.anaconda.com\/miniconda\/Miniconda3-latest-Linux-x86_64.sh \u4e0b\u8f7d\u4e4b\u540e\u4e0a\u4f20\u5230\u670d\u52a1\u5668<\/p>\n<\/li>\n

  • \n

    \u8fd0\u884c\u811a\u672c bash ~\/miniconda3\/miniconda.sh -b -u -p ~\/miniconda3<\/p>\n<\/li>\n

  • \n

    \u6fc0\u6d3b ~\/miniconda3\/bin\/conda init bash ~\/miniconda3\/bin\/conda init zsh source ~\/.bashrc<\/p>\n<\/li>\n

  • \n

    \u914d\u7f6e\u56fd\u5185\u955c\u50cf\u6e90 vim ~\/miniconda3\/.condarc<\/p>\n<\/li>\n

    show_channel_urls: true
    \nchannels:
    \n– https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud\/pytorch\/
    \n– https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud\/msys2\/
    \n– https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud\/conda-forge\/
    \n– https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/pkgs\/main\/
    \n– https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/pkgs\/free\/
    \n– defaults
    \ncustom_channels:
    \nconda-forge: https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud
    \nmsys2: https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud
    \nbioconda: https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud
    \nmenpo: https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud
    \npytorch: https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud
    \npytorch-lts: https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud
    \nsimpleitk: https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud<\/p>\n

  • \u9a8c\u8bc1 conda –version conda info<\/li>\n
  • \u521b\u5efa\u865a\u62df\u73af\u5883 conda create –name vLLM python=3.10 -y \u6ce8\u610fpython\u7248\u672c\u8981\u548c\u81ea\u5df1\u4e00\u81f4<\/li>\n
  • \u6fc0\u6d3b\u73af\u5883 conda activate vLLM<\/li>\n

    \u56db\u3001\u5b89\u88c5nvidia\u9a71\u52a8<\/p>\n

  • \u7981\u7528nouveau\u9a71\u52a8 vim \/etc\/modprobe.d\/blacklist-nouveau.conf \u56e0\u4e3a\u53ef\u80fd\u4f1a\u51b2\u7a81 blacklist nouveau options nouveau modeset=0<\/li>\n
  • nvidia\u9a71\u52a8\u4e0b\u8f7d(\u82e5\u5df2\u88c5\u597d\u5219\u8df3\u8fc7) https:\/\/www.nvidia.cn\/ \u4e0b\u8f7d\u597d\u540e\u4e0a\u4f20\u5230\u670d\u52a1\u5668\u5b89\u88c5 dpkg -i \u9a71\u52a8\u5305\u540d apt update apt install -y cuda-drivers reboot now nvidia-smi \u4e94\u3001\u5b89\u88c5cuda conda activate vLLM https:\/\/developer.nvidia.com\/cuda-toolkit-archive \u627e\u5230\u5bf9\u5e94\u7248\u672c\u6267\u884c\u4e0b\u8f7d\u547d\u4ee4 cuda\u7684\u7248\u672c\u8981\u4e0envidia-smi\u4e2d\u663e\u793a\u7684\u7248\u672c\u4e00\u81f4 \u8d4b\u4e88\u6743\u9650 chmod a+x \u6587\u4ef6\u540d.run .\/\u6587\u4ef6\u540d \u914d\u7f6e\u73af\u5883\u53d8\u91cf echo \u2018export PATH=\/usr\/local\/cuda-12.4\/bin:\n

    P <\/p>\n

    A <\/p>\n

    T <\/p>\n

    H <\/p>\n

    \u2032 <\/p>\n

    > <\/p>\n

    > <\/p>\n

    \u00a0 <\/p>\n

    \/ <\/p>\n

    . <\/p>\n

    b <\/p>\n

    a <\/p>\n

    s <\/p>\n

    h <\/p>\n

    r <\/p>\n

    c <\/p>\n

    e <\/p>\n

    c <\/p>\n

    h <\/p>\n

    o <\/p>\n

    \u2032 <\/p>\n

    e <\/p>\n

    x <\/p>\n

    p <\/p>\n

    o <\/p>\n

    r <\/p>\n

    t <\/p>\n

    L <\/p>\n

    D <\/p>\n

    L <\/p>\n

    I <\/p>\n

    B <\/p>\n

    R <\/p>\n

    A <\/p>\n

    R <\/p>\n

    Y <\/p>\n

    P <\/p>\n

    A <\/p>\n

    T <\/p>\n

    H <\/p>\n

    = <\/p>\n

    \/ <\/p>\n

    u <\/p>\n

    s <\/p>\n

    r <\/p>\n

    \/ <\/p>\n

    l <\/p>\n

    o <\/p>\n

    c <\/p>\n

    a <\/p>\n

    l <\/p>\n

    \/ <\/p>\n

    c <\/p>\n

    u <\/p>\n

    d <\/p>\n

    a <\/p>\n

    \u2212 <\/p>\n

    12.4 <\/p>\n

    \/ <\/p>\n

    l <\/p>\n

    i <\/p>\n

    b <\/p>\n

    64 <\/p>\n

    : <\/p>\n

    PATH' >> ~\/.bashrc echo 'export LD_LIBRARY_PATH=\/usr\/local\/cuda- 12.4\/lib64: <\/p>\n

    <\/span><\/span>P<\/span>A<\/span>T<\/span>H<\/span><\/span>\u2032<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>>><\/span>\u00a0<\/span><\/span>\/.<\/span>ba<\/span>s<\/span>h<\/span>rcec<\/span>h<\/span>o<\/span><\/span>\u2032<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>e<\/span>x<\/span>p<\/span>or<\/span>t<\/span>L<\/span>D<\/span><\/span>L<\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>I<\/span>BR<\/span>A<\/span>R<\/span>Y<\/span><\/span>P<\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>A<\/span>T<\/span>H<\/span><\/span>=<\/span><\/span><\/span><\/span>\/<\/span>u<\/span>sr<\/span>\/<\/span>l<\/span>oc<\/span>a<\/span>l<\/span>\/<\/span>c<\/span>u<\/span>d<\/span>a<\/span><\/span>\u2212<\/span><\/span><\/span><\/span>12.4\/<\/span>l<\/span>ib<\/span>64<\/span><\/span>:<\/span><\/span><\/span><\/span><\/span>LD_LIBRARY_PATH\u2019 >> ~\/.bashrc source ~\/.bashrc nvcc –version reboot now conda activate vLLM \u516d\u3001\u5b89\u88c5torch https:\/\/download.pytorch.org\/whl\/torch\/ \u4e0a\u4f20torch-2.4.0+cu124-cp310-cp310-linux_x86_64.whl pip install torch-2.4.0+cu124-cp310-cp310-linux_x86_64.whl \u4e03\u3001\u4e0a\u4f20vllm \u51c6\u5907\u4e00\u53f0\u53ef\u4ee5\u8054\u7f51\u7684\u670d\u52a1\u5668（\u5982\u679c\u5f53\u524d\u670d\u52a1\u5668\u8054\u7f51\u76f4\u63a5pip install vllm） pip download vLLM -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple \u5c06\u4e0b\u8f7d\u597d\u7684vllm\u6253\u5305\u4f20\u8f93\u5230\u76ee\u6807\u670d\u52a1\u5668 pip install vllm.tar vllm –version \u516b\u3001\u4e0a\u4f20\u6a21\u578b https:\/\/modelscope.cn\/models\/deepseek-ai\/DeepSeek-R1-Distill-Qwen-14B，\u6a21\u578b\u4e0b\u8f7d\u5730\u5740，\u6211\u662f\u901a\u8fc7\u79fb\u52a8\u786c\u76d8\u4f20\u8f93\u7684，\u56e0\u4e3a\u662f\u79bb\u7ebf\u7684\u4e0d\u80fd\u76f4\u63a5\u4e0b\u8f7d \u4e5d\u3001\u8fd0\u884c\u6a21\u578b \u4e0b\u8f7d\u597d\u4e86\u4e4b\u540e\u8fd0\u884c\u6a21\u578b，\u8dd1\u8d77\u6765\u5c31ok\u4e86<\/li>\n","protected":false},"excerpt":{"rendered":"

    \u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb891\u6b21\uff0c\u70b9\u8d5e18\u6b21\uff0c\u6536\u85cf18\u6b21\u3002https:\/\/www.python.org\/downloads\/source\/ \u538b\u7f29\u5305\u5730\u5740\u3002\u5982\u679c\u4e0d\u8981\u6c42\u64cd\u4f5c\u7cfb\u7edf\uff0c\u4e2a\u4eba\u5efa\u8bae\u4f7f\u7528ubuntu22.04\u7248\u672c\u3002\u4e09\u3001\u5b89\u88c5miniconda3\u3002\u4e0b\u8f7d\u597d\u7684\u538b\u7f29\u5305\u4e0a\u4f20\u5230\u670d\u52a1\u5668\u3002\u56db\u3001\u5b89\u88c5nvidia\u9a71\u52a8\u3002\u4e0b\u8f7d\u4e4b\u540e\u4e0a\u4f20\u5230\u670d\u52a1\u5668\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[58,43,3166],"topic":[],"class_list":["post-36735","post","type-post","status-publish","format-standard","hentry","category-server","tag-linux","tag-43","tag-deepseek"],"yoast_head":"\nnvidia\u663e\u5361\u670d\u52a1\u5668\u79bb\u7ebf\u73af\u5883\u4e0b\u901a\u8fc7vllm\u90e8\u7f72deepseek - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/36735.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"nvidia\u663e\u5361\u670d\u52a1\u5668\u79bb\u7ebf\u73af\u5883\u4e0b\u901a\u8fc7vllm\u90e8\u7f72deepseek - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb891\u6b21\uff0c\u70b9\u8d5e18\u6b21\uff0c\u6536\u85cf18\u6b21\u3002https:\/\/www.python.org\/downloads\/source\/ \u538b\u7f29\u5305\u5730\u5740\u3002\u5982\u679c\u4e0d\u8981\u6c42\u64cd\u4f5c\u7cfb\u7edf\uff0c\u4e2a\u4eba\u5efa\u8bae\u4f7f\u7528ubuntu22.04\u7248\u672c\u3002\u4e09\u3001\u5b89\u88c5miniconda3\u3002\u4e0b\u8f7d\u597d\u7684\u538b\u7f29\u5305\u4e0a\u4f20\u5230\u670d\u52a1\u5668\u3002\u56db\u3001\u5b89\u88c5nvidia\u9a71\u52a8\u3002\u4e0b\u8f7d\u4e4b\u540e\u4e0a\u4f20\u5230\u670d\u52a1\u5668\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/36735.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-11T23:16:16+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/36735.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/36735.html\",\"name\":\"nvidia\u663e\u5361\u670d\u52a1\u5668\u79bb\u7ebf\u73af\u5883\u4e0b\u901a\u8fc7vllm\u90e8\u7f72deepseek - 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