{"id":22582,"date":"2026-06-10T13:46:23","date_gmt":"2026-06-10T05:46:23","guid":{"rendered":"https:\/\/ab123.xyz\/?p=22582"},"modified":"2026-06-10T13:46:23","modified_gmt":"2026-06-10T05:46:23","slug":"hugging-face-spaces-%e9%83%a8%e7%bd%b2%e6%8c%87%e5%8d%97%ef%bc%9a%e4%bb%8e%e9%9b%b6%e5%88%b0%e7%94%9f%e4%ba%a7%e7%9a%84%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=22582","title":{"rendered":"Hugging Face Spaces \u90e8\u7f72\u6307\u5357\uff1a\u4ece\u96f6\u5230\u751f\u4ea7\u7684\u6700\u4f73\u5b9e\u8df5"},"content":{"rendered":"<p>Hugging Face Spaces \u662f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u548c\u5e94\u7528\u90e8\u7f72\u7684\u9996\u9009\u5e73\u53f0\uff0c\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u5feb\u901f\u5c06 Hugging Face \u751f\u6001\u4e2d\u7684\u6a21\u578b\u3001\u6570\u636e\u96c6\u548c Gradio\/Streamlit \u5e94\u7528\u8f6c\u6362\u4e3a\u53ef\u516c\u5f00\u8bbf\u95ee\u7684 Web \u670d\u52a1\u3002\u65e0\u8bba\u4f60\u662f AI \u7814\u7a76\u5458\u8fd8\u662f\u4ea7\u54c1\u7ecf\u7406\uff0c\u638c\u63e1 Spaces \u90e8\u7f72\u6d41\u7a0b\u90fd\u80fd\u663e\u8457\u7f29\u77ed\u4ece\u5b9e\u9a8c\u5230\u4e0a\u7ebf\u7684\u5468\u671f\u3002\u672c\u6587\u63d0\u4f9b\u4e00\u4efd\u6743\u5a01\u3001\u5b8c\u6574\u7684\u90e8\u7f72\u6307\u5357\uff0c\u5e76\u9644\u4e0a<a href=\"https:\/\/huggingface.co\/spaces\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a>\u3002<\/p>\n<h2>\u6838\u5fc3\u529f\u80fd\u4e0e\u4f18\u52bf<\/h2>\n<p>Spaces \u63d0\u4f9b\u96f6\u914d\u7f6e\u90e8\u7f72\u4f53\u9a8c\uff0c\u652f\u6301 Gradio\u3001Streamlit \u548c\u9759\u6001 HTML \u4e09\u79cd\u5e94\u7528\u7c7b\u578b\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u4e00\u952e\u90e8\u7f72<\/strong>\uff1a\u4ece Hugging Face \u4ed3\u5e93\u6216 GitHub \u4ed3\u5e93\u76f4\u63a5\u521b\u5efa Space\uff0c\u81ea\u52a8\u6784\u5efa\u5e76\u8fd0\u884c\u3002<\/li>\n<li><strong>\u514d\u8d39\u8ba1\u7b97\u8d44\u6e90<\/strong>\uff1a\u9ed8\u8ba4\u63d0\u4f9b CPU \u57fa\u7840\u5b9e\u4f8b\uff0c\u4ed8\u8d39\u7528\u6237\u53ef\u5347\u7ea7 GPU \u52a0\u901f\u63a8\u7406\u3002<\/li>\n<li><strong>\u7248\u672c\u7ba1\u7406\u4e0e\u56de\u6eda<\/strong>\uff1a\u6bcf\u6b21\u63d0\u4ea4\u5747\u81ea\u52a8\u751f\u6210\u5feb\u7167\uff0c\u652f\u6301\u4e00\u952e\u56de\u9000\u81f3\u4efb\u610f\u5386\u53f2\u7248\u672c\u3002<\/li>\n<li><strong>\u5185\u7f6e\u76d1\u63a7\u4e0e\u65e5\u5fd7<\/strong>\uff1a\u5b9e\u65f6\u67e5\u770b\u5e94\u7528\u8fd0\u884c\u72b6\u6001\u3001CPU\/GPU \u4f7f\u7528\u7387\u548c\u9519\u8bef\u65e5\u5fd7\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u57df\u540d\u4e0e\u9274\u6743<\/strong>\uff1a\u652f\u6301\u7ed1\u5b9a\u81ea\u6709\u57df\u540d\u5e76\u8bbe\u7f6e API \u5bc6\u94a5\u8bbf\u95ee\u63a7\u5236\u3002<\/li>\n<\/ul>\n<h2>\u8be6\u7ec6\u90e8\u7f72\u6b65\u9aa4<\/h2>\n<h3>\u7b2c\u4e00\u6b65\uff1a\u521b\u5efa Space \u5e94\u7528<\/h3>\n<p>\u767b\u5f55 Hugging Face \u8d26\u6237\u540e\uff0c\u70b9\u51fb\u9875\u9762\u53f3\u4e0a\u89d2\u7684\u300cNew Space\u300d\u3002\u5728\u5f39\u51fa\u7a97\u53e3\u4e2d\u9009\u62e9 SDK \u7c7b\u578b\uff08\u63a8\u8350 Gradio \u6216 Streamlit\uff09\u3001\u586b\u5199 Space \u540d\u79f0\uff0c\u5e76\u9009\u62e9\u53ef\u89c1\u6027\uff08\u516c\u5f00\u6216\u79c1\u6709\uff09\u3002\u70b9\u51fb\u300cCreate Space\u300d\u5373\u5b8c\u6210\u521d\u59cb\u5316\u3002<\/p>\n<h3>\u7b2c\u4e8c\u6b65\uff1a\u4e0a\u4f20\u4ee3\u7801\u4e0e\u4f9d\u8d56<\/h3>\n<p>Spaces \u652f\u6301\u901a\u8fc7 Git \u547d\u4ee4\u884c\u6216 Web \u754c\u9762\u4e0a\u4f20\u6587\u4ef6\u3002\u6838\u5fc3\u6587\u4ef6\u5305\u62ec\uff1a<code>app.py<\/code>\uff08\u4e3b\u5e94\u7528\u4ee3\u7801\uff09\u3001<code>requirements.txt<\/code>\uff08Python \u4f9d\u8d56\uff09\u4ee5\u53ca <code>packages.txt<\/code>\uff08\u7cfb\u7edf\u4f9d\u8d56\uff0c\u5982 FFmpeg\uff09\u3002\u5efa\u8bae\u4f7f\u7528 Hugging Face \u7684 <code>huggingface_hub<\/code> \u5e93\u52a0\u8f7d\u6a21\u578b\u3002<\/p>\n<h3>\u7b2c\u4e09\u6b65\uff1a\u914d\u7f6e\u73af\u5883\u53d8\u91cf\u4e0e Secrets<\/h3>\n<p>\u5728 Space \u7684\u300cSettings\u300d\u9875\u9762\u53ef\u6dfb\u52a0\u73af\u5883\u53d8\u91cf\u548c Secrets\uff08\u5982 API \u4ee4\u724c\uff09\u3002\u5bf9\u4e8e\u9700\u8981\u8bbf\u95ee\u79c1\u6709\u6a21\u578b\u6216\u6570\u636e\u96c6\u7684\u5e94\u7528\uff0c\u52a1\u5fc5\u5728\u6b64\u5904\u8bbe\u7f6e <code>HF_TOKEN<\/code>\u3002<\/p>\n<h3>\u7b2c\u56db\u6b65\uff1a\u6784\u5efa\u4e0e\u8c03\u8bd5<\/h3>\n<p>\u63d0\u4ea4\u4ee3\u7801\u540e\uff0cSpaces \u81ea\u52a8\u6784\u5efa Docker \u955c\u50cf\u3002\u53ef\u5728\u300cLogs\u300d\u6807\u7b7e\u9875\u67e5\u770b\u5b9e\u65f6\u6784\u5efa\u65e5\u5fd7\u3002\u82e5\u6784\u5efa\u5931\u8d25\uff0c\u5e38\u89c1\u539f\u56e0\u5305\u62ec\u4f9d\u8d56\u51b2\u7a81\u3001\u5185\u5b58\u4e0d\u8db3\u6216\u7f3a\u5931\u7cfb\u7edf\u5e93\u3002\u5efa\u8bae\u4f7f\u7528 <code>pip install --no-cache-dir<\/code> \u51cf\u5c0f\u955c\u50cf\u4f53\u79ef\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h2>\n<h3>\u5feb\u901f\u539f\u578b\u5c55\u793a<\/h3>\n<p>AI \u56e2\u961f\u53ef\u4f7f\u7528 Spaces \u642d\u5efa\u6a21\u578b\u6f14\u793a\u9875\u9762\uff0c\u7528\u4e8e\u5185\u90e8\u8bc4\u5ba1\u6216\u5ba2\u6237\u6f14\u793a\u3002\u4f8b\u5982\uff0c\u90e8\u7f72\u4e00\u4e2a\u6587\u672c\u751f\u6210\u3001\u56fe\u50cf\u5206\u7c7b\u6216\u8bed\u97f3\u8bc6\u522b\u7684\u5c0f\u578b Web App\uff0c\u65e0\u9700\u7ef4\u62a4\u72ec\u7acb\u670d\u52a1\u5668\u3002<\/p>\n<h3>\u751f\u4ea7\u7ea7 API \u96c6\u6210<\/h3>\n<p>\u901a\u8fc7 Spaces \u7684\u300cEmbedded API\u300d\u6a21\u5f0f\uff0c\u53ef\u5c06 Gradio \u63a5\u53e3\u66b4\u9732\u4e3a RESTful API\uff0c\u4f9b\u524d\u7aef\u5e94\u7528\u6216\u7b2c\u4e09\u65b9\u7cfb\u7edf\u8c03\u7528\u3002\u6ce8\u610f\u8bbe\u7f6e\u8bf7\u6c42\u9891\u7387\u9650\u5236\u548c\u8d85\u65f6\u65f6\u95f4\u3002<\/p>\n<h3>\u534f\u4f5c\u5f00\u53d1\u4e0e CI\/CD<\/h3>\n<p>Spaces \u539f\u751f\u652f\u6301 GitHub \u540c\u6b65\uff1a\u5728\u4ed3\u5e93\u6839\u76ee\u5f55\u521b\u5efa <code>.github\/workflows\/hf_spaces.yml<\/code>\uff0c\u6bcf\u6b21\u63a8\u9001\u5230\u6307\u5b9a\u5206\u652f\u65f6\u81ea\u52a8\u66f4\u65b0 Space\u3002\u7ed3\u5408 Pull Request \u9884\u89c8\u529f\u80fd\uff0c\u53ef\u8ba9\u5ba1\u67e5\u8005\u76f4\u63a5\u4f53\u9a8c\u4fee\u6539\u540e\u7684\u5e94\u7528\u3002<\/p>\n<p>\u603b\u4e4b\uff0cHugging Face Spaces \u5c06 MLOps \u7684\u95e8\u69db\u964d\u81f3\u6700\u4f4e\u3002\u9075\u5faa\u672c\u6307\u5357\uff0c\u4f60\u53ef\u5728\u6570\u5206\u949f\u5185\u5b8c\u6210\u4e00\u4e2a\u751f\u4ea7\u7ea7 AI \u5e94\u7528\u7684\u90e8\u7f72\u3002\u7acb\u5373\u8bbf\u95ee<a href=\"https:\/\/huggingface.co\/spaces\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a>\u5f00\u59cb\u4f60\u7684\u7b2c\u4e00\u4e2a Space\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hugging Face Spaces \u662f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u548c\u5e94\u7528\u90e8\u7f72\u7684\u9996\u9009\u5e73\u53f0\uff0c\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u5feb\u901f\u5c06 Hugging [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[25715,25716,25714,9265,25717],"class_list":["post-22582","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-gradio","tag-hugging-face-spaces","tag-mlops","tag-25717"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/22582","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22582"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/22582\/revisions"}],"predecessor-version":[{"id":22583,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/22582\/revisions\/22583"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22582"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22582"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22582"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}