{"id":49000,"date":"2025-07-30T14:23:29","date_gmt":"2025-07-30T06:23:29","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/49000.html"},"modified":"2025-07-30T14:23:29","modified_gmt":"2025-07-30T06:23:29","slug":"huggingface-%e4%b8%80%e6%8b%9b%e6%90%9e%e5%ae%9a%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%bf%ab%e9%80%9f%e4%b8%8b%e8%bd%bdhf%e7%9a%84%e6%a8%a1%e5%9e%8b%e5%92%8c%e6%95%b0%e6%8d%ae%e9%9b%86","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/49000.html","title":{"rendered":"[huggingface] \u4e00\u62db\u641e\u5b9a\u670d\u52a1\u5668\u5feb\u901f\u4e0b\u8f7dhf\u7684\u6a21\u578b\u548c\u6570\u636e\u96c6"},"content":{"rendered":"

\u5185\u5bb9\u51c6\u5907：<\/p>\n

  • \u9996\u63a8 huggingface \u955c\u50cf\u7ad9： https:\/\/hf-mirror.com \u3002
    \n\u9996\u63a8\u5de5\u5177：\u5b98\u65b9\u7684 huggingface-cli<\/li>\n

    1. \u4e0b\u8f7dhuggingface-cli<\/h2>\n

    huggingface-cli \u96b6\u5c5e\u4e8e huggingface_hub \u5e93，\u4e0d\u4ec5\u53ef\u4ee5\u4e0b\u8f7d\u6a21\u578b\u3001\u6570\u636e，\u8fd8\u53ef\u4ee5\u53ef\u4ee5\u767b\u5f55huggingface\u3001\u4e0a\u4f20\u6a21\u578b\u3001\u6570\u636e\u7b49\u3002huggingface-cli \u5c5e\u4e8e\u5b98\u65b9\u5de5\u5177，\u5176\u957f\u671f\u652f\u6301\u80af\u5b9a\u662f\u6700\u597d\u7684\u3002\u4f18\u5148\u63a8\u8350！<\/p>\n

    \u5b89\u88c5\u4f9d\u8d56<\/p>\n

    pip install<\/span> -U huggingface_hub<\/p>\n

    \u6ce8\u610f：huggingface_hub \u4f9d\u8d56\u4e8e Python>=3.8，\u6b64\u5916\u9700\u8981\u5b89\u88c5 0.17.0 \u53ca\u4ee5\u4e0a\u7684\u7248\u672c，\u63a8\u83500.19.0+\u3002<\/p>\n

    \u57fa\u672c\u7528\u6cd5-\u4e0b\u8f7d\u6a21\u578b<\/p>\n

    huggingface-cli download bigscience\/bloom-560m –local-dir bloom-560m<\/p>\n

    \u57fa\u672c\u7528\u6cd5-\u4e0b\u8f7d\u6570\u636e\u96c6<\/p>\n

    huggingface-cli download –repo-type dataset lavita\/medical-qa-shared-task-v1-toy<\/p>\n

    \u73b0\u5728\u9ed8\u8ba4\u65ad\u70b9\u7eed\u4f20,\u53ef\u4ee5\u6062\u590d\u4e0a\u6b21\u56e0\u4e3b\u52a8\u53d6\u6d88\u6216\u7f51\u7edc\u6ce2\u52a8\u5f02\u5e38\u9000\u51fa\u7684\u672a\u5b8c\u6210\u7684\u4e0b\u8f7d\u3002<\/p>\n

    2. \u914d\u7f6e\u955c\u50cf\u6e90<\/h2>\n

    HF_ENDPOINT \u8be5\u53d8\u91cf\u662f HF \u76f8\u5173\u5e93\u5b98\u65b9\u652f\u6301\u7684\u4e00\u4e2a\u73af\u5883\u53d8\u91cf，\u8bbe\u7f6e\u540e，\u76f8\u5173\u5e93\u4f1a\u5c0a\u91cd\u8be5\u53d8\u91cf\u6307\u5b9a\u7684\u4e3b\u673a\u540d，\u66ff\u6362 huggingface.co \u57df\u540d\u8fdb\u884c\u6a21\u578b\u3001\u6570\u636e\u96c6\u7684\u4e0b\u8f7d\u548c\u4e0a\u4f20，\u4ece\u800c\u505a\u5230\u65e0\u9700\u4fee\u6539python\u7684transformers\u4ee3\u7801，\u5373\u53ef\u5229\u7528\u4e0a\u955c\u50cf\u7ad9\u6765\u52a0\u8f7d\u6a21\u578b\u3002\u5177\u4f53\u652f\u6301\u4ee5\u4e0b\u5e93：<\/p>\n

    huggingface-cli
    \nsnapshot_download
    \nfrom_pretrained
    \nhf_hub_download
    \ntimm.create_model<\/p>\n

    \u8bbe\u7f6e\u65b9\u6cd5<\/p>\n

    \u4ee5\u4e0b\u4ecb\u7ecd\u5404\u79cd\u73af\u5883\u4e0b\u5982\u4f55\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf，\u4ee5\u53ca\u5982\u4f55\u5c06\u73af\u5883\u53d8\u91cf\u7684\u914d\u7f6e\u547d\u4ee4\u5199\u5165\u5230\u7ec8\u7aef\u7684\u914d\u7f6e\u6587\u4ef6\u4e2d，\u4f7f\u5f97\u7ec8\u7aef\u81ea\u52a8\u52a0\u8f7d\u8be5\u73af\u5883\u53d8\u91cf，\u514d\u53bb\u6bcf\u6b21\u624b\u52a8\u6267\u884c\u547d\u4ee4\u7684\u9ebb\u70e6\u3002<\/p>\n

    Linux\/Mac OS<\/p>\n

    export<\/span> HF_ENDPOINT<\/span>=<\/span>"https:\/\/hf-mirror.com"<\/span><\/p>\n

    Linux \u5199\u5165\u5230~\/.bashrc\u4e2d：<\/p>\n

    echo<\/span> 'export HF_ENDPOINT="https:\/\/hf-mirror.com"'<\/span> >><\/span> ~\/.bashrc<\/p>\n

    \u5199\u5165\u5230.bashrc\u6587\u4ef6\u4e4b\u540e，\u6211\u8fd8\u4f1a\u9009\u62e9\u91cd\u65b0\u52a0\u8f7d\u4e00\u4e0b\u6587\u4ef6<\/p>\n

    source<\/span> ~\/.bashrc<\/p>\n

    Mac OS \u5199\u5165\u5230 ~\/.zshrc \u4e2d：<\/p>\n

    echo<\/span> 'export HF_ENDPOINT="https:\/\/hf-mirror.com"'<\/span> >><\/span> ~\/.zshrc<\/p>\n

    Windows Powershell<\/p>\n

    $env<\/span>:HF_ENDPOINT =<\/span> "https:\/\/hf-mirror.com"<\/span><\/p>\n

    \u7528\u4ee5\u4e0b\u547d\u4ee4\u5199\u5165\u5230 ~\\\\Documents\\\\WindowsPowerShellMicrosoft.PowerShell_profile.ps1 \u4e2d：<\/p>\n

    Add-Content -Path $PROFILE<\/span> -Value '$env<\/span>:HF_ENDPOINT = "https:\/\/hf-mirror.com"'<\/span><\/p>\n

    Python<\/p>\n

    import<\/span> os
    \nos.<\/span>environ[<\/span>'HF_ENDPOINT'<\/span>]<\/span> =<\/span> 'https:\/\/hf-mirror.com'<\/span><\/p>\n

    \u6ce8\u610fos.environ\u5f97\u5728import huggingface\u5e93\u76f8\u5173\u8bed\u53e5\u4e4b\u524d\u6267\u884c\u3002<\/p>\n

    3. \u5199\u5728\u6700\u540e<\/h2>\n

    \u5982\u679c\u56e0\u4e3a\u7f51\u7edc\u73af\u5883，\u5bfc\u81f4\u4e0b\u8f7d\u4e2d\u65ad，\u9700\u8981\u7b49\u5f85\u51e0\u79d2，\u7136\u540e\u91cd\u65b0\u6267\u884c\u4e00\u904d\u547d\u4ee4，\u5c31\u4f1a\u7ee7\u7eed\u5b8c\u6210\u4e0b\u8f7d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb735\u6b21\uff0c\u70b9\u8d5e3\u6b21\uff0c\u6536\u85cf11\u6b21\u3002\u5982\u679c\u56e0\u4e3a\u7f51\u7edc\u73af\u5883\uff0c\u5bfc\u81f4\u4e0b\u8f7d\u4e2d\u65ad\uff0c\u9700\u8981\u7b49\u5f85\u51e0\u79d2\uff0c\u7136\u540e\u91cd\u65b0\u6267\u884c\u4e00\u904d\u547d\u4ee4\uff0c\u5c31\u4f1a\u7ee7\u7eed\u5b8c\u6210\u4e0b\u8f7d\u3002_huggingface\u4e0b\u8f7d\u6a21\u578b\u767b\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":[4746,1559,58,3524,16],"topic":[],"class_list":["post-49000","post","type-post","status-publish","format-standard","hentry","category-server","tag-download","tag-huggingface","tag-linux","tag-tips","tag-16"],"yoast_head":"\n[huggingface] \u4e00\u62db\u641e\u5b9a\u670d\u52a1\u5668\u5feb\u901f\u4e0b\u8f7dhf\u7684\u6a21\u578b\u548c\u6570\u636e\u96c6 - \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\/49000.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[huggingface] \u4e00\u62db\u641e\u5b9a\u670d\u52a1\u5668\u5feb\u901f\u4e0b\u8f7dhf\u7684\u6a21\u578b\u548c\u6570\u636e\u96c6 - 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