{"id":35939,"date":"2025-01-03T13:02:38","date_gmt":"2025-01-03T05:02:38","guid":{"rendered":"https:\/\/17aitech.com\/?p=35939"},"modified":"2025-01-23T17:10:55","modified_gmt":"2025-01-23T09:10:55","slug":"%e3%80%90%e6%a8%a1%e5%9e%8b%e9%83%a8%e7%bd%b2%e3%80%91%e8%b6%8b%e5%8a%a8%e4%ba%91%e4%b8%8a%e4%bd%bf%e7%94%a8xinference%e9%83%a8%e7%bd%b2%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35939","title":{"rendered":"\u3010\u6a21\u578b\u90e8\u7f72\u3011\u5728\u8d8b\u52a8\u4e91\u4e0a\u4f7f\u7528xinference\u90e8\u7f72\u6a21\u578b"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 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href=\"https:\/\/17aitech.com\/?p=35939\/#%E8%B0%83%E7%94%A8%E9%AA%8C%E8%AF%81-2\" >\u8c03\u7528\u9a8c\u8bc1<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/17aitech.com\/?p=35939\/#%E9%83%A8%E7%BD%B2embeddign%E6%A8%A1%E5%9E%8B\" >\u90e8\u7f72embeddign\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/17aitech.com\/?p=35939\/#%E9%83%A8%E7%BD%B2vl-chat%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\" >\u90e8\u7f72vl-chat\u591a\u6a21\u6001\u6a21\u578b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/17aitech.com\/?p=35939\/#%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B-3\" >\u4e0b\u8f7d\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/17aitech.com\/?p=35939\/#%E5%90%AF%E5%8A%A8%E6%A8%A1%E5%9E%8B-2\" >\u542f\u52a8\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/17aitech.com\/?p=35939\/#%E8%B0%83%E7%94%A8%E9%AA%8C%E8%AF%81-3\" >\u8c03\u7528\u9a8c\u8bc1<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/17aitech.com\/?p=35939\/#%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\" >\u5e38\u89c1\u95ee\u9898<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/17aitech.com\/?p=35939\/#%E8%AF%A5%E7%B3%BB%E5%88%97%E6%96%87%E7%AB%A0\" >\u8be5\u7cfb\u5217\u6587\u7ae0<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E5%89%8D%E8%A8%80\"><\/span>\u524d\u8a00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u5728\u8d8b\u52a8\u4e91\u5e73\u53f0\u4e0a\u4f7f\u7528xinference\u90e8\u7f72\u5bf9\u8bdd\u6a21\u578b\u3001\u5411\u91cf\u5316\u6a21\u578b\u4ee5\u53ca\u591a\u6a21\u6001\u6a21\u578b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"xinference%E7%AE%80%E4%BB%8B\"><\/span>xinference\u7b80\u4ecb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"xinference%E5%AE%98%E7%BD%91\"><\/span>xinference\u5b98\u7f51<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5b98\u7f51\u8bf4\u660e\uff1a<a href=\"https:\/\/inference.readthedocs.io\/zh-cn\/latest\/getting_started\/installation.html\">https:\/\/inference.readthedocs.io\/zh-cn\/latest\/getting_started\/installation.html<\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"xinference%E5%8F%AF%E4%BB%A5%E9%83%A8%E7%BD%B2%E7%9A%84%E6%A8%A1%E5%9E%8B%E7%B1%BB%E5%88%AB\"><\/span>xinference\u53ef\u4ee5\u90e8\u7f72\u7684\u6a21\u578b\u7c7b\u522b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>chat\u5bf9\u8bdd\u6a21\u578b<\/li>\n<li>embedding\u5411\u91cf\u5316\u6a21\u578b<\/li>\n<li>rerank\u6a21\u578b<\/li>\n<li>vl-chat\u591a\u6a21\u6001\u6a21\u578b<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E7%8E%AF%E5%A2%83%E5%87%86%E5%A4%87\"><\/span>\u73af\u5883\u51c6\u5907<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E9%80%89%E6%8B%A9%E9%95%9C%E5%83%8F\"><\/span>\u9009\u62e9\u955c\u50cf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\u9009\u62e9\u955c\u50cf\u73af\u5883<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u955c\u50cf\u73af\u5883.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u955c\u50cf\u73af\u5883.png\" alt=\"\" \/><\/a><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"%E5%AE%89%E8%A3%85xinference\"><\/span>\u5b89\u88c5xinference<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>xinference\u652f\u6301\u7684\u5f15\u64ce\u6709\uff1a<\/p>\n<ul>\n<li>transformers<\/li>\n<li>vllm<\/li>\n<li>llama.cpp<\/li>\n<li>SGlong\u5f15\u64ce<br \/>\n&#8230;..<\/li>\n<\/ul>\n<p>\u672c\u7bc7\u6587\u7ae0\uff0c\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528transformers\u5f15\u64ce\uff0c\u90e8\u7f72Qwen2-0.5B-Instruct\u5bf9\u8bdd\u6a21\u578b\u3002<\/p>\n<pre><code class=\"language-bash\"># \u5b89\u88c5transformers\u5f15\u64ce\npip install &quot;xinference[transformers]&quot;\n\n# \u5b89\u88c5sentence-transformers\npip install sentence-transformers\n<\/code><\/pre>\n<h2><span class=\"ez-toc-section\" id=\"%E9%83%A8%E7%BD%B2chat%E5%AF%B9%E8%AF%9D%E6%A8%A1%E5%9E%8B\"><\/span>\u90e8\u7f72chat\u5bf9\u8bdd\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B\"><\/span>\u4e0b\u8f7d\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5207\u6362\u81f3<code>\/gemini\/code<\/code>\u76ee\u5f55\u4e0b\uff0c\u4e0b\u8f7d\u6a21\u578b\uff1a<\/p>\n<pre><code class=\"language-bash\">git lfs install\ngit clone https:\/\/www.modelscope.cn\/Qwen\/Qwen2.5-0.5B-Instruct.git<\/code><\/pre>\n<blockquote>\n<p>\u6ce8\u610f\u4e8b\u9879\uff1a<br \/>\n\u6b64\u5904\u4e5f\u53ef\u4ee5\u5728\u542f\u52a8\u9879\u76ee\u65f6\uff0c\u9009\u62e9\u6a21\u578b\u52a0\u8f7d\uff0c\u5728\u8d8b\u52a8\u4e91\u7684\u516c\u5171\u6a21\u578b\u4e2d\u9009\u62e9<code>Qwen2.5-0.5B-Instruct<\/code>\u6a21\u578b\u3002<\/p>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"%E5%90%AF%E5%8A%A8xinference\"><\/span>\u542f\u52a8xinference<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\n<p>\u5728\u547d\u4ee4\u884c\u4e2d\u542f\u52a8 <code>supervisor<\/code> \u8fdb\u7a0b\uff1a<\/p>\n<pre><code class=\"language-bash\">xinference-supervisor -H 0.0.0.0<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u542f\u52a8xinference.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u542f\u52a8xinference.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<li>\n<p>\u65b0\u5efa\u4e00\u4e2aterminal\uff0c\u542f\u52a8 <code>Worker<\/code> \u8fdb\u7a0b\uff1a<\/p>\n<pre><code class=\"language-bash\">xinference-worker -e http:\/\/127.0.0.1:9997 -H 0.0.0.0<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u542f\u52a8worker\u8fdb\u7a0b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u542f\u52a8worker\u8fdb\u7a0b.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<\/ol>\n<blockquote>\n<p>\u6b64\u5904\u7684<code>9997<\/code>\u5e94\u8be5\u4e0esupervisor\u542f\u52a8\u65f6\u6307\u5b9a\u7684\u7aef\u53e3\u4e00\u81f4\u3002<\/p>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"%E7%AB%AF%E5%8F%A3%E6%98%A0%E5%B0%84\"><\/span>\u7aef\u53e3\u6620\u5c04<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5728\u8d8b\u52a8\u4e91\u63a7\u5236\u53f0\u7684\u53f3\u4fa7&quot;\u7aef\u53e3&quot;\uff0c\u6dfb\u52a0\u7aef\u53e3\u6620\u5c04\u5982\u4e0b\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u6dfb\u52a0\u7aef\u53e3\u6620\u5c04.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u6dfb\u52a0\u7aef\u53e3\u6620\u5c04.png\" alt=\"\" \/><\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%90%AF%E5%8A%A8%E5%AF%B9%E8%AF%9D%E6%A8%A1%E5%9E%8B\"><\/span>\u542f\u52a8\u5bf9\u8bdd\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\u6d4f\u89c8\u5668\u8bbf\u95eehttp:\/\/direct.virtaicloud.com:40336<\/li>\n<\/ol>\n<blockquote>\n<p><code>http:\/\/direct.virtaicloud.com:40336<\/code>\u662f\u4e0a\u4e00\u6b65\u7aef\u53e3\u6620\u5c04\u540e\uff0c\u8d8b\u52a8\u4e91\u63d0\u4f9b\u7684\u5916\u7f51\u8bbf\u95ee\u5730\u5740\u3002<\/p>\n<\/blockquote>\n<ol start=\"2\">\n<li>\n<p>\u5728<code>language models<\/code>\u9009\u62e9<code>chat<\/code>\u6a21\u578b\uff0c\u5e76\u641c\u7d22<code>qwen2.5<\/code>\u6a21\u578b<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u641c\u7d22qwen\u6a21\u578b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u641c\u7d22qwen\u6a21\u578b.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528pwd\u547d\u4ee4\u83b7\u53d6\u8d8b\u52a8\u4e91\u4e0a\u5df2\u4e0b\u8f7dQwen\u6a21\u578b\u7684\u7684\u7edd\u5bf9\u8def\u5f84<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u83b7\u53d6\u6a21\u578b\u8def\u5f84.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u83b7\u53d6\u6a21\u578b\u8def\u5f84.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<li>\n<p>\u914d\u7f6e\u6a21\u578b\u5fc5\u9009\u53c2\u6570<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u6a21\u578b\u5fc5\u9009\u53c2\u6570.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u6a21\u578b\u5fc5\u9009\u53c2\u6570.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<\/ol>\n<blockquote>\n<p>\u6ce8\u610f\u4e8b\u9879\uff1a<br \/>\n\u56e0\u4e3a\u6211\u4eec\u4e0b\u8f7d\u7684\u6a21\u578b\u4e3aQwen2.5-0.5B-Instruct\uff0c\u6240\u4ee5<code>Model size<\/code>\u4e3a<code>0_5<\/code>\uff0c\u6b64\u5904\u5e94\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u9009\u62e9\u3002<\/p>\n<\/blockquote>\n<ol start=\"5\">\n<li>\u914d\u7f6e\u6a21\u578b\u8def\u5f84<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u6a21\u578b\u8def\u5f84.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u6a21\u578b\u8def\u5f84.png\" alt=\"\" \/><\/a><\/li>\n<\/ol>\n<blockquote>\n<p>\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<ul>\n<li>Model path\u4e3a\u4e0a\u8ff0\u7b2c3\u6b65\u4e2d\u83b7\u53d6\u7684\u6a21\u578b\u5728\u8d8b\u52a8\u4e91\u4e0a\u7684\u7edd\u5bf9\u8def\u5f84\u3002<\/li>\n<li>Model UID\u7528\u4e8e\u540e\u7eed\u8c03\u7528\u4f7f\u7528\uff0c\u6b64\u5904\u6211\u4eec\u914d\u7f6e\u4e3a<code>Qwen2.5-0.5B-Instruct<\/code>\u3002\u5982\u679c\u4e0d\u914d\u7f6e\u7684\u8bdd\uff0c\u4f1a\u4f7f\u7528\u9ed8\u8ba4\u7684Model UID,\u5728\u540e\u7eed\u8c03\u7528\u65f6\u6ce8\u610f\u8c03\u7528\u4ee3\u7801\u4e2d\u7684\u4f20\u53c2\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<\/blockquote>\n<ol start=\"6\">\n<li>\u70b9\u51fb\u542f\u52a8\uff0c\u7a0d\u540e\u7247\u523b\uff0c\u9875\u9762\u4f1a\u663e\u793a\u542f\u52a8\u6210\u529f\u540e\u7684\u5185\u5bb9\u3002<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u6a21\u578b\u542f\u52a8\u63d0\u793a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u6a21\u578b\u542f\u52a8\u63d0\u793a.png\" alt=\"\" \/><\/a><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"%E8%B0%83%E7%94%A8%E9%AA%8C%E8%AF%81\"><\/span>\u8c03\u7528\u9a8c\u8bc1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-python\">from openai import OpenAI\nopenai_api_key = &quot;EMPTY&quot;\nopenai_api_base = &quot;http:\/\/direct.virtaicloud.com:40336\/v1&quot;\n\nclient = OpenAI(\n    api_key=openai_api_key,\n    base_url=openai_api_base,\n)\n\nchat_response = client.chat.completions.create(\n    model=&quot;Qwen2.5-0.5B-Instruct&quot;,\n    messages=[\n        {&quot;role&quot;: &quot;system&quot;, &quot;content&quot;: &quot;\u4f60\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u52a9\u624b\u3002&quot;},\n        {&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;\u4e2d\u534e\u4eba\u6c11\u5171\u548c\u56fd\u7684\u9996\u90fd\u662f\u54ea\u91cc\uff1f&quot;},\n    ]\n)\nprint(&quot;Chat response:&quot;, chat_response)\n<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8c03\u7528\u6a21\u578b\u622a\u56fe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8c03\u7528\u6a21\u578b\u622a\u56fe.png\" alt=\"\" \/><\/a><\/p>\n<blockquote>\n<p>\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<ul>\n<li>\u793a\u4f8b\u4e2d\uff0c<code>openai_api_base<\/code>\u9700\u8981\u914d\u7f6e\u6620\u5c04\u7aef\u53e3\u540e\u7684\u5730\u5740\uff0c\u8bfb\u8005\u9700\u8981\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u4fee\u6539\u3002<\/li>\n<li>\u793a\u4f8b\u4e2d\uff0c<code>model=&quot;Qwen2.5-0.5B-Instruct&quot;<\/code>\u8981\u4e0e\u5728<code>xinference<\/code>\u4e2d\u914d\u7f6e<code>Model UID<\/code>\u7684\u5185\u5bb9\u4e00\u81f4\u3002<\/li>\n<\/ul>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"%E9%83%A8%E7%BD%B2chat%E5%AF%B9%E8%AF%9D%E6%A8%A1%E5%9E%8B%E5%BE%AE%E8%B0%83%E8%AE%AD%E7%BB%83%E8%BF%87%E7%9A%84\"><\/span>\u90e8\u7f72chat\u5bf9\u8bdd\u6a21\u578b(\u5fae\u8c03\u8bad\u7ec3\u8fc7\u7684)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B-2\"><\/span>\u4e0b\u8f7d\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6b64\u5904\uff0c\u6211\u4eec\u5728\u8d8b\u52a8\u4e91\u542f\u52a8\u65f6\uff0c\u9009\u62e9\u66fe\u7ecf\u5fae\u8c03\u7684\u4e00\u4e2a\u533b\u7597\u5927\u6a21\u578b<code>Qwen2-7B-final<\/code>\u5e76\u52a0\u8f7d\u3002<\/p>\n<blockquote>\n<p>\u5907\u6ce8\u8bf4\u660e\uff1a<br \/>\n\u8be5\u6a21\u578b\u662f\u4e4b\u524d\u6211\u5fae\u8c03\u8fc7\u7684\u4e00\u4e2a\u533b\u7597\u5927\u6a21\u578b\uff0c\u5177\u4f53\u5fae\u8c03\u8fc7\u7a0b\u8bf7\u89c1<a href=\"https:\/\/17aitech.com\/?p=13611\">\u3010\u8bfe\u7a0b\u603b\u7ed3\u3011day24\uff08\u4e0a\uff09\uff1a\u5927\u6a21\u578b\u4e09\u9636\u6bb5\u8bad\u7ec3\u65b9\u6cd5(LLaMa Factory)<\/a>\u3002<\/p>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"%E5%90%AF%E5%8A%A8%E6%A8%A1%E5%9E%8B\"><\/span>\u542f\u52a8\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\n<p>\u5728Launch\u9875\u9762\uff0c\u9009\u62e9<code>chat<\/code>\u5e76\u641c\u7d22<code>qwen2<\/code>\uff0c\u9009\u62e9<code>qwen2-instruct<\/code>\u3002<\/p>\n<\/li>\n<li>\n<p>\u914d\u7f6e\u6a21\u578b\u5fc5\u9009\u53c2\u6570\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u5fae\u8c03\u6a21\u578b\u5fc5\u9009\u53c2\u6570.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u5fae\u8c03\u6a21\u578b\u5fc5\u9009\u53c2\u6570.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<li>\n<p>\u914d\u7f6e\u6a21\u578b\u8def\u5f84\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u5fae\u8c03\u6a21\u578b\u8def\u5f84.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u5fae\u8c03\u6a21\u578b\u8def\u5f84.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<\/ol>\n<blockquote>\n<p>\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<ul>\n<li>\u8be5\u6a21\u578b\u662f\u57fa\u4e8e<code>Qwen2-7B-instruct<\/code>\u5fae\u8c03\u7684\uff0c\u6240\u4ee5<code>Model size<\/code>\u9009\u62e9<code>7_0<\/code>\u3002<\/li>\n<li>\u8be5\u6a21\u578b\u5728\u8d8b\u52a8\u4e91\u4e0a\u7684\u7edd\u5bf9\u8def\u5f84\u4e3a\uff1a<code>\/gemini\/pretrain\/Qwen2-7B-final<\/code>\u3002<\/li>\n<\/ul>\n<\/blockquote>\n<ol start=\"4\">\n<li>\u70b9\u51fb\u542f\u52a8\uff0c\u7a0d\u540e\u7247\u523b\uff0c\u9875\u9762\u4f1a\u663e\u793a\u542f\u52a8\u6210\u529f\u540e\u7684\u5185\u5bb9\u3002<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u542f\u52a8\u5fae\u8c03\u6a21\u578b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u542f\u52a8\u5fae\u8c03\u6a21\u578b.png\" alt=\"\" \/><\/a><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"%E8%B0%83%E7%94%A8%E9%AA%8C%E8%AF%81-2\"><\/span>\u8c03\u7528\u9a8c\u8bc1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-python\">from openai import OpenAI\nopenai_api_key = &quot;EMPTY&quot;\nopenai_api_base = &quot;http:\/\/direct.virtaicloud.com:40336\/v1&quot;\n\nclient = OpenAI(\n    api_key=openai_api_key,\n    base_url=openai_api_base,\n)\n\nchat_response = client.chat.completions.create(\n    model=&quot;qwen2-instruct&quot;,\n    messages=[\n        {&quot;role&quot;: &quot;system&quot;, &quot;content&quot;: &quot;\u4f60\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u52a9\u624b\u3002&quot;},\n        {&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;\u6211\u6700\u8fd1\u5931\u7720\u6bd4\u8f83\u5389\u5bb3\uff0c\u8bf7\u95ee\u5e94\u8be5\u5982\u4f55\u8bca\u6cbb\uff1f&quot;},\n    ]\n)\nprint(&quot;Chat response:&quot;, chat_response)<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8c03\u7528\u5fae\u8c03\u6a21\u578b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8c03\u7528\u5fae\u8c03\u6a21\u578b.png\" alt=\"\" \/><\/a><\/p>\n<blockquote>\n<p>\u6ce8\u610f\u4e8b\u9879\uff1a<br \/>\n\u793a\u4f8b\u4e2d\uff0c <code>model=&quot;qwen2-instruct&quot;<\/code>\u8981\u4e0e\u5728<code>xinference<\/code>\u4e2d\u914d\u7f6e<code>Model UID<\/code>\u7684\u5185\u5bb9\u4e00\u81f4\u3002<\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"%E9%83%A8%E7%BD%B2embeddign%E6%A8%A1%E5%9E%8B\"><\/span>\u90e8\u7f72embeddign\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\u524d\u7f6e\u6b65\u9aa4\u4e0e\u90e8\u7f72chat\u6a21\u578b\u7684\u64cd\u4f5c\u4e00\u81f4\uff0c\u53ea\u662f\u914d\u7f6eModel UID\u548cModel Path\u65f6 \u7565\u6709\u4e0d\u540c\u3002<\/li>\n<li>\u6b64\u5904\u5185\u5bb9\u5728<a href=\"https:\/\/17aitech.com\/?p=33285\">Xinference\u90e8\u7f72\u5411\u91cf\u5316\u6a21\u578b<\/a>\u5df2\u505a\u8be6\u7ec6\u8bf4\u660e\uff0c\u4e0d\u518d\u8d58\u8ff0\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E9%83%A8%E7%BD%B2vl-chat%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\"><\/span>\u90e8\u7f72vl-chat\u591a\u6a21\u6001\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u524d\u7f6e\u6b65\u9aa4\u4e0e\u90e8\u7f72chat\u6a21\u578b\u7684\u64cd\u4f5c\u4e00\u81f4\uff0c\u6b64\u5904\u4e0d\u518d\u8d58\u8ff0\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B-3\"><\/span>\u4e0b\u8f7d\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6b64\u5904\uff0c\u6211\u4eec\u5728\u8d8b\u52a8\u4e91\u542f\u52a8\u65f6\uff0c\u5728\u6a21\u578b\u5e7f\u573a\u641c\u7d22<code>Qwen-VL-chat<\/code>\u5e76\u52a0\u8f7d\u3002<\/p>\n<blockquote>\n<p>\u5907\u6ce8\u8bf4\u660e\uff1a<br \/>\n\u8be5\u6a21\u578b\u662f\u5728\u8d8b\u52a8\u4e91\u6a21\u578b\u5e7f\u573a\u641c\u7d22\u7684\u4e00\u4e2aQwen\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u3002<\/p>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"%E5%90%AF%E5%8A%A8%E6%A8%A1%E5%9E%8B-2\"><\/span>\u542f\u52a8\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\n<p>\u5728Launch\u9875\u9762\uff0c\u9009\u62e9<code>vl-chat<\/code>\u5e76\u641c\u7d22<code>qwen<\/code>\u3002<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u591a\u6a21\u6001\u6a21\u578b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u591a\u6a21\u6001\u6a21\u578b.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<li>\n<p>\u914d\u7f6e\u6a21\u578b\u5fc5\u9009\u53c2\u6570\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u591a\u6a21\u6001\u5fc5\u9009\u53c2\u6570.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u591a\u6a21\u6001\u5fc5\u9009\u53c2\u6570.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<li>\n<p>\u914d\u7f6e\u6a21\u578b\u8def\u5f84\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u591a\u6a21\u6001\u6a21\u578b\u8def\u5f84.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u591a\u6a21\u6001\u6a21\u578b\u8def\u5f84.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<\/ol>\n<blockquote>\n<p>\u6ce8\u610f\u4e8b\u9879\uff1a<br \/>\n\u8be5\u6a21\u578b\u5728\u8d8b\u52a8\u4e91\u4e0a\u7684\u7edd\u5bf9\u8def\u5f84\u4e3a\uff1a<code>\/gemini\/pretrain2\/Qwen-VL-Chat<\/code>\u3002<\/p>\n<\/blockquote>\n<ol start=\"4\">\n<li>\u70b9\u51fb\u542f\u52a8\uff0c\u7a0d\u540e\u7247\u523b\uff0c\u9875\u9762\u4f1a\u663e\u793a\u542f\u52a8\u6210\u529f\u540e\u7684\u5185\u5bb9\u3002<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u542f\u52a8\u591a\u6a21\u6001\u6a21\u578b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u542f\u52a8\u591a\u6a21\u6001\u6a21\u578b.png\" alt=\"\" \/><\/a><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"%E8%B0%83%E7%94%A8%E9%AA%8C%E8%AF%81-3\"><\/span>\u8c03\u7528\u9a8c\u8bc1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-python\">from openai import OpenAI\nimport base64\n\n# \u914d\u7f6eOpenAI\u5ba2\u6237\u7aef\nopenai_api_key = &quot;EMPTY&quot;\nopenai_api_base = &quot;http:\/\/direct.virtaicloud.com:40336\/v1&quot;  # \u8bf7\u6839\u636e\u5b9e\u9645\u7aef\u53e3\u6620\u5c04\u5730\u5740\u4fee\u6539\n\nclient = OpenAI(\n    api_key=openai_api_key,\n    base_url=openai_api_base,\n)\n\ndef encode_image_to_base64(image_path):\n    &quot;&quot;&quot;\u5c06\u56fe\u7247\u8f6c\u6362\u4e3abase64\u7f16\u7801&quot;&quot;&quot;\n    with open(image_path, &quot;rb&quot;) as image_file:\n        return base64.b64encode(image_file.read()).decode(&#039;utf-8&#039;)\n\ndef chat_with_image(image_path, prompt):\n    &quot;&quot;&quot;\u4e0e\u591a\u6a21\u6001\u6a21\u578b\u5bf9\u8bdd&quot;&quot;&quot;\n    # \u5c06\u56fe\u7247\u8f6c\u6362\u4e3abase64\n    base64_image = encode_image_to_base64(image_path)\n\n    messages=[\n        {\n            &quot;role&quot;: &quot;user&quot;, \n             &quot;content&quot;: [\n                {&quot;type&quot;:&quot;text&quot;, &quot;text&quot;:prompt},\n                {\n                   &quot;type&quot;:&quot;image_url&quot;,\n                   &quot;image_url&quot;:{\n                      &quot;url&quot;:f&quot;data:image\/png;base64,{base64_image}&quot;\n                      }\n                }\n            ]\n        }\n    ]\n    # \u8c03\u7528\u6a21\u578b\n    # try:\n\n    response = client.chat.completions.create(\n        model=&quot;qwen-vl-chat&quot;,  # \u4f7f\u7528\u90e8\u7f72\u7684\u591a\u6a21\u6001\u6a21\u578b\u540d\u79f0\n        messages=messages,\n        max_tokens=1024,\n        temperature=0.7,\n        response_format={&quot;type&quot;: &quot;text&quot;}  # \u6307\u5b9a\u54cd\u5e94\u683c\u5f0f\u4e3a\u6587\u672c\n    )\n    return response.choices[0].message.content\n    # except Exception as e:\n    #     return f&quot;\u8c03\u7528\u51fa\u9519: {str(e)}&quot;\n\nif __name__ == &quot;__main__&quot;:\n    # \u6d4b\u8bd5\u8c03\u7528\n    image_path = &quot;.\/\u8111\u90e8CT.png&quot;  # \u66ff\u6362\u4e3a\u5b9e\u9645\u7684\u56fe\u7247\u8def\u5f84\n    prompt = &quot;\u8fd9\u5f20\u56fe\u7247\u4e2d\u6709\u4ec0\u4e48\u5185\u5bb9\uff1f\u8bf7\u8be6\u7ec6\u63cf\u8ff0\u3002&quot;\n\n    result = chat_with_image(image_path, prompt)\n    print(&quot;\u6a21\u578b\u56de\u590d:&quot;, result) \n<\/code><\/pre>\n<p>\u56fe\u7247\u5185\u5bb9\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8111\u90e8CT2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8111\u90e8CT2.png\" alt=\"\" \/><\/a><\/p>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8c03\u7528\u591a\u6a21\u6001\u6a21\u578b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8c03\u7528\u591a\u6a21\u6001\u6a21\u578b.png\" alt=\"\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\"><\/span>\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>\u95ee\u98981\uff1aQwen2-vl-chat\u6a21\u578b\u90e8\u7f72\u540e\uff0c\u8c03\u7528\u65f6\u62a5\u9519\uff1a<code>ValueError: No chat template is set for this processor.<\/code>\u3002<br \/>\n\u95ee\u9898\u539f\u56e0\uff1a\u67e5\u770bXinference\u7684\u65e5\u5fd7\uff0c\u63d0\u793a\u4e0d\u652f\u6301<code>Qwen2-vl<\/code>\u6a21\u578b\u3002<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%E8%AF%A5%E7%B3%BB%E5%88%97%E6%96%87%E7%AB%A0\"><\/span>\u8be5\u7cfb\u5217\u6587\u7ae0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/17aitech.com\/?p=36314\">\u3010\u6a21\u578b\u90e8\u7f72\u3011\u5728AutoDL\u4e0a\u4f7f\u7528Xinference\u90e8\u7f72\u6a21\u578b<\/a><\/li>\n<li><a href=\"https:\/\/17aitech.com\/?p=36251\">\u3010\u6a21\u578b\u8bad\u7ec3\u3011\u5728AutoDL\u4e0a\u4f7f\u7528LLamaFactory\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3<\/a><\/li>\n<li><a href=\"https:\/\/17aitech.com\/?p=35939\">\u3010\u6a21\u578b\u90e8\u7f72\u3011\u5728\u8d8b\u52a8\u4e91\u4e0a\u4f7f\u7528xinference\u90e8\u7f72\u6a21\u578b<\/a><\/li>\n<li><a href=\"https:\/\/17aitech.com\/?p=35898\">\u3010\u6a21\u578b\u90e8\u7f72\u3011\u5728\u8d8b\u52a8\u4e91\u4e0a\u4f7f\u7528vllm\u90e8\u7f72\u6a21\u578b<\/a><\/li>\n<\/ul>\n<p align=\"center\">\u6b22\u8fce\u5173\u6ce8\u516c\u4f17\u53f7\u4ee5\u83b7\u5f97\u6700\u65b0\u7684\u6587\u7ae0\u548c\u65b0\u95fb<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/\u626b\u7801_\u641c\u7d22\u8054\u5408\u4f20\u64ad\u6837\u5f0f-\u767d\u8272\u7248.bmp\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/\u626b\u7801_\u641c\u7d22\u8054\u5408\u4f20\u64ad\u6837\u5f0f-\u767d\u8272\u7248.bmp\" alt=\"\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u5728\u8d8b\u52a8\u4e91\u5e73\u53f0\u4e0a\u4f7f\u7528x [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":35952,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"aside","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[28],"tags":[73,68],"class_list":["post-35939","post","type-post","status-publish","format-aside","has-post-thumbnail","hentry","category-blog","tag-73","tag-68","post_format-post-format-aside"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u6a21\u578b\u90e8\u7f72\u3011\u5728\u8d8b\u52a8\u4e91\u4e0a\u4f7f\u7528xinference\u90e8\u7f72\u6a21\u578b - \u4e00\u8d77AI\u6280\u672f<\/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:\/\/17aitech.com\/?p=35939\" \/>\n<script type=\"application\/ld+json\" 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