{"id":38874,"date":"2025-05-21T16:11:01","date_gmt":"2025-05-21T08:11:01","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/38874.html"},"modified":"2025-05-21T16:11:01","modified_gmt":"2025-05-21T08:11:01","slug":"%e6%99%ae%e9%80%9a%e7%94%a8%e6%88%b7%e7%9a%84%e6%9c%8d%e5%8a%a1%e5%99%a8%e8%bf%9e%e6%8e%a5%e4%b8%8e%e6%a8%a1%e5%9e%8b%e9%83%a8%e7%bd%b2%e7%9b%b8%e5%85%b3%e8%ae%b0%e5%bd%95","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/38874.html","title":{"rendered":"\u666e\u901a\u7528\u6237\u7684\u670d\u52a1\u5668\u8fde\u63a5\u4e0e\u6a21\u578b\u90e8\u7f72\u76f8\u5173\u8bb0\u5f55"},"content":{"rendered":"<h2>\u666e\u901a\u7528\u6237\u7684\u670d\u52a1\u5668\u8fde\u63a5\u4e0e\u6a21\u578b\u90e8\u7f72\u76f8\u5173\u8bb0\u5f55<\/h2>\n<h3>\u4e00\u3001\u4ece\u767b\u5f55\u5230\u4f7f\u7528\u81ea\u5df1\u7684conda<\/h3>\n<h4>1.\u8d26\u53f7\u767b\u9646&#xff1a;<\/h4>\n<p>ssh xxx&#064;172.31.226.236<\/p>\n<h4>2.\u4e0b\u8f7d\u4e0e\u5b89\u88c5conda&#xff1a;<\/h4>\n<p>\u4e0b\u8f7dconda&#xff1a;<\/p>\n<p>wget -c https:\/\/repo.anaconda.com\/archive\/Anaconda3-2023.03-1-Linux-x86_64.sh<\/p>\n<p>\u5b89\u88c5conda&#xff1a;<\/p>\n<p>bash Anaconda3-2023.03-1-Linux-x86_64.sh<\/p>\n<p>\u8bbe\u7f6e\u73af\u5883&#xff1a;<\/p>\n<p>vim ~\/.bashrc<\/p>\n<p>export PATH&#061;&#034;\/home\/data5\/xxx\/anaconda3\/bin:$PATH&#034;<\/p>\n<p>\u5237\u65b0\u73af\u5883&#xff1a; source ~\/.bashrc<\/p>\n<p>\u6fc0\u6d3b\u81ea\u5df1\u7684conda&#xff1a;<\/p>\n<p>source \/home\/data5\/xxx\/anaconda3\/bin\/activate<\/p>\n<p>\u53ef\u76f4\u63a5\u5199\u5165~\/.bashrc<\/p>\n<p>\/home\/data5\/xxx\/anaconda3\/bin\/activate<\/p>\n<h4>3.\u8fc7\u7a0b\u6027\u95ee\u9898<\/h4>\n<p>\u7cfb\u7edf\u73af\u5883\u53d8\u91cf\u4e2d\u663e\u793a\/\u4e0d\u663e\u793a\u73af\u5883\u540d\u79f0&#xff1a;<\/p>\n<p>conda config &#8211;add envs_dirs \/home\/data5\/xxx\/anaconda3\/envs<\/p>\n<p>conda config &#8211;remove envs_dirs \/home\/adminroot\/anaconda3\/envs<\/p>\n<p>~\/.condarc<\/p>\n<p>envs_dirs\u4e2d\u5199\u5165:\/home\/data5\/xxx\/anaconda3\/envs<\/p>\n<p>\u9a8c\u8bc1<\/p>\n<p>\u51fa\u73b0\u81ea\u5df1\u7684conda\u7684\u7248\u672c\u800c\u4e0d\u662f\u7cfb\u7edf\u7684conda\u7248\u672c\u5373\u53ef<\/p>\n<p>conda &#8211;version<\/p>\n<p>\u5b9e\u65f6\u67e5\u770bgpu\u5360\u7528<\/p>\n<p>watch -n 1 nvidia-smi<\/p>\n<h4>\u4e8c\u3001pychram\u8fde\u63a5\u670d\u52a1\u5668<\/h4>\n<p>pychram\u8fde\u63a5\u670d\u52a1\u5668&#xff1a; Pycharm\u8fdc\u7a0b\u8fde\u63a5\u670d\u52a1\u5668\u5e76\u8fd0\u884c\u4ee3\u7801&#xff08;\u8be6\u7ec6&#xff01;&#xff09;_pycharm\u5c06\u4ee3\u7801\u540c\u6b65\u5230\u8fdc\u7a0b\u670d\u52a1\u5668-CSDN\u535a\u5ba2<\/p>\n<p>Pycharm 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nvidia nccl<\/p>\n<p>\u542f\u52a8Qwen2-VL-7B-Instruct-GPU\u7684&#xff1a;vllm serve Qwen2-VL-7B-Instruct &#8211;dtype half &#8211;port 8000 &#8211;tensor-parallel-size 2 &#8211;pipeline-parallel-size 2 &#8211;gpu-memory-utilization 0.7 &#8211;limit_mm_per_prompt image&#061;4 &#8211;max_model_len 8784<\/p>\n<p>2&#xff09;\u5176\u6b21\u8c03\u7528<\/p>\n<p>Vllm\u8fdb\u884cQwen2-vl\u90e8\u7f72&#xff08;\u5305\u542b\u5355\u5361\u591a\u5361\u90e8\u7f72\u53ca\u722c\u866b\u8bf7\u6c42&#xff09;_vllm\u90e8\u7f72 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flash-attn-CSDN\u535a\u5ba2<\/p>\n<p>Linux \u670d\u52a1\u5668\u4e0b\u975eroot\u7528\u6237\u5b89\u88c5CUDA\u5b8c\u6574\u6d41\u7a0b&#xff08;\u591a\u6b21\u8e29\u96f7\u7ecf\u9a8c\u603b\u7ed3&#xff09;_linux cuda\u5b89\u88c5-CSDN\u535a\u5ba2<\/p>\n<p>cp cudnn-linux-x86_64-8.9.7.29_cuda11-archive\/include\/cudnn.h \/home\/data5\/xxx<\/p>\n<p>\/cuda11.8\/include\/<\/p>\n<p>cp cudnn-linux-x86_64-8.9.7.29_cuda11-archive\/lib\/libcudnn* \/home\/data5\/xxx\/cuda11.8\/lib64\/<\/p>\n<p>chmod a&#043;r \/home\/data5\/xxx\/cuda11.8\/include\/cudnn*.h<\/p>\n<p>chmod a&#043;r \/home\/data5\/xxx\/cuda11.8\/lib64\/libcudnn*<\/p>\n<p>source ~\/.bashrc<\/p>\n<p>pip install -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple auto-gptq<\/p>\n<p>\u4f7f\u7528&#xff1a;Py\u4e4bauto-gptq&#xff1a;auto-gptq\u7684\u7b80\u4ecb\u3001\u5b89\u88c5\u3001\u4f7f\u7528\u65b9\u6cd5\u4e4b\u8be6\u7ec6\u653b\u7565-CSDN\u535a\u5ba2<\/p>\n<p>\u7ed3\u679c&#xff1a;<\/p>\n<p>2B&#043;\u5355\u56fe&#xff1a;\u91cf\u5316\u4e0e\u5426\u90fd\u53ef\u4ee5<\/p>\n<p>2B&#043;\u53cc\u56fe&#xff1a;\u5f97\u91cf\u5316<\/p>\n<p>7B&#043;\u5355\u56fe&#xff1a;\u5f97\u91cf\u5316<\/p>\n<p>7B&#043;\u53cc\u56fe&#xff1a;\u5f97\u91cf\u5316<\/p>\n<p>\u5b9e\u73b0\u7f51\u9875\u8dd1qwen2&#xff1a;Qwen2\u672c\u5730web Demo_qwen2 7b 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pillow requests<\/p>\n<p>pip install transformers<\/p>\n<p>pip install torch&#061;&#061;2.4.0<\/p>\n<p>pip install accelerate&gt;&#061;0.26.0<\/p>\n<p>pip install flash_attn-2.6.3&#043;cu118torch2.4cxx11abiFALSE-cp311-cp311-linux_x86_64.whl<\/p>\n<p>pip install qwen_vl_utils<\/p>\n<p>pip install &#8211;upgrade spark_ai_python<\/p>\n<p>pip install openai<\/p>\n<p>pip install opencv-python<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb1k\u6b21\uff0c\u70b9\u8d5e15\u6b21\uff0c\u6536\u85cf14\u6b21\u3002\u666e\u901a\u7528\u6237\u7684\u670d\u52a1\u5668\u8fde\u63a5\u4e0e\u6a21\u578b\u90e8\u7f72\u76f8\u5173\u8bb0\u5f55<\/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":[1866,43,44],"topic":[],"class_list":["post-38874","post","type-post","status-publish","format-standard","hentry","category-server","tag-bug","tag-43","tag-44"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u666e\u901a\u7528\u6237\u7684\u670d\u52a1\u5668\u8fde\u63a5\u4e0e\u6a21\u578b\u90e8\u7f72\u76f8\u5173\u8bb0\u5f55 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, 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