{"id":36314,"date":"2025-01-09T09:43:02","date_gmt":"2025-01-09T01:43:02","guid":{"rendered":"https:\/\/17aitech.com\/?p=36314"},"modified":"2025-01-23T17:10:17","modified_gmt":"2025-01-23T09:10:17","slug":"%e3%80%90%e6%a8%a1%e5%9e%8b%e9%83%a8%e7%bd%b2%e3%80%91%e5%9c%a8autodl%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=36314","title":{"rendered":"\u3010\u6a21\u578b\u90e8\u7f72\u3011\u5728AutoDL\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 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=36314\/#%E5%89%8D%E8%A8%80\" >\u524d\u8a00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=36314\/#%E7%8E%AF%E5%A2%83%E5%87%86%E5%A4%87\" >\u73af\u5883\u51c6\u5907<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=36314\/#11_%E5%88%9B%E5%BB%BA%E5%AE%9E%E4%BE%8B\" >1.1 \u521b\u5efa\u5b9e\u4f8b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=36314\/#12_%E5%AE%89%E8%A3%85Xinference%E4%BB%A5%E5%8F%8A%E5%BC%95%E6%93%8E\" >1.2 \u5b89\u88c5Xinference\u4ee5\u53ca\u5f15\u64ce<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/17aitech.com\/?p=36314\/#13_%E7%AB%AF%E5%8F%A3%E6%98%A0%E5%B0%84%E5%BB%BA%E7%AB%8BSSH%E9%9A%A7%E9%81%93\" >1.3 \u7aef\u53e3\u6620\u5c04(\u5efa\u7acbSSH\u96a7\u9053)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/17aitech.com\/?p=36314\/#%E6%A8%A1%E5%9E%8B%E9%83%A8%E7%BD%B2\" >\u6a21\u578b\u90e8\u7f72<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/17aitech.com\/?p=36314\/#%E5%89%8D%E7%BD%AE%E6%93%8D%E4%BD%9C\" >\u524d\u7f6e\u64cd\u4f5c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/17aitech.com\/?p=36314\/#11_%E9%83%A8%E7%BD%B2chat%E6%A8%A1%E5%9E%8B\" >1.1 \u90e8\u7f72chat\u6a21\u578b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/17aitech.com\/?p=36314\/#111_%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B\" >1.1.1 \u4e0b\u8f7d\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/17aitech.com\/?p=36314\/#112_%E9%85%8D%E7%BD%AEchat%E6%A8%A1%E5%9E%8B\" >1.1.2 \u914d\u7f6echat\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/17aitech.com\/?p=36314\/#113_%E6%B5%8B%E8%AF%95chat%E6%A8%A1%E5%9E%8B\" >1.1.3 \u6d4b\u8bd5chat\u6a21\u578b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/17aitech.com\/?p=36314\/#12_%E9%83%A8%E7%BD%B2%E5%90%91%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\" >1.2 \u90e8\u7f72\u5411\u91cf\u5316\u6a21\u578b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/17aitech.com\/?p=36314\/#121_%E4%B8%8B%E8%BD%BD%E5%90%91%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\" >1.2.1 \u4e0b\u8f7d\u5411\u91cf\u5316\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/17aitech.com\/?p=36314\/#121_%E9%85%8D%E7%BD%AE%E5%90%91%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\" >1.2.1 \u914d\u7f6e\u5411\u91cf\u5316\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/17aitech.com\/?p=36314\/#123_%E6%B5%8B%E8%AF%95%E5%90%91%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\" >1.2.3 \u6d4b\u8bd5\u5411\u91cf\u5316\u6a21\u578b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/17aitech.com\/?p=36314\/#13_%E9%83%A8%E7%BD%B2%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\" >1.3 \u90e8\u7f72\u591a\u6a21\u6001\u6a21\u578b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/17aitech.com\/?p=36314\/#131_%E4%B8%8B%E8%BD%BD%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\" >1.3.1 \u4e0b\u8f7d\u591a\u6a21\u6001\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/17aitech.com\/?p=36314\/#132_%E9%85%8D%E7%BD%AE%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\" >1.3.2 \u914d\u7f6e\u591a\u6a21\u6001\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/17aitech.com\/?p=36314\/#133_%E6%B5%8B%E8%AF%95%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\" >1.3.3 \u6d4b\u8bd5\u591a\u6a21\u6001\u6a21\u578b<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/17aitech.com\/?p=36314\/#%E6%80%BB%E7%BB%93\" >\u603b\u7ed3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/17aitech.com\/?p=36314\/#%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>\u5728<a href=\"[\u8d8b\u52a8\u4e91\u4e0a\u4f7f\u7528xinference\u90e8\u7f72\u6a21\u578b\/\u8d8b\u52a8\u4e91\u4e0a\u4f7f\u7528xinference\u90e8\u7f72\u6a21\u578b.md](https:\/\/17aitech.com\/?p=36251)\">\u3010\u6a21\u578b\u8bad\u7ec3\u3011\u5728AutoDl\u4e0a\u4f7f\u7528LLamaFactory\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3<\/a>\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u5982\u4f55\u901a\u8fc7SSH\u5efa\u7acb\u96a7\u9053\uff0c\u8fdb\u800c\u8bbf\u95eeLLamaFactory\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u3002\u672c\u7ae0\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u901a\u8fc7Xinference\u8fdb\u884c\u6a21\u578b\u63a8\u7406\u670d\u52a1\u7684\u90e8\u7f72\u3002<\/p>\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=\"11_%E5%88%9B%E5%BB%BA%E5%AE%9E%E4%BE%8B\"><\/span>1.1 \u521b\u5efa\u5b9e\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6839\u636e\u4ee5\u4e0a\u7684\u4f9d\u8d56\u73af\u5883\u7248\u672c\uff0c\u6211\u4eec\u5728AutoDL\u4e0a\u9009\u62e9\u8f83\u4e3a\u7a33\u5b9a\u7684<code>Pytorch2.3.0+Python3.12+CUDA12.1<\/code>\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u521b\u5efa\u5b9e\u4f8b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u521b\u5efa\u5b9e\u4f8b.png\" alt=\"\" \/><\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_%E5%AE%89%E8%A3%85Xinference%E4%BB%A5%E5%8F%8A%E5%BC%95%E6%93%8E\"><\/span>1.2 \u5b89\u88c5Xinference\u4ee5\u53ca\u5f15\u64ce<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-bash\"># \u5b89\u88c5 vllm \u5f15\u64ce\npip install &quot;xinference[vllm]&quot;\n\n# \u5b89\u88c5sentence-transformers\npip install sentence-transformers<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/vllm\u5f15\u64ce\u5b89\u88c5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/vllm\u5f15\u64ce\u5b89\u88c5.png\" alt=\"\" \/><\/a><\/p>\n<blockquote>\n<p>\u6ce8\u610f\uff1a<br \/>\n\u5728\u5b9e\u6d4b\u8fc7\u7a0b\u4e2d\u5982\u679c\u5b89\u88c5<code>transformers<\/code>\u5f15\u64ce\u4f1a\u5931\u8d25\uff0c\u6240\u4ee5\u672c\u4f8b\u4e2d\u6539\u4e3a\u4f7f\u7528<code>vllm<\/code>\u5f15\u64ce\u3002<\/p>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"13_%E7%AB%AF%E5%8F%A3%E6%98%A0%E5%B0%84%E5%BB%BA%E7%AB%8BSSH%E9%9A%A7%E9%81%93\"><\/span>1.3 \u7aef\u53e3\u6620\u5c04(\u5efa\u7acbSSH\u96a7\u9053)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5173\u4e8eMac\u548cWincows\u4e0b\u5efa\u7acbSSH\u96a7\u9053\u7684\u65b9\u6cd5\uff0c\u5728<a href=\"https:\/\/17aitech.com\/?p=36251#toc-6\">\u3010\u6a21\u578b\u8bad\u7ec3\u3011\u5728AutoDl\u4e0a\u4f7f\u7528LLamaFactory\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3<\/a>\u7684<code>\u7aef\u53e3\u6620\u5c04<\/code>\u7ae0\u8282\u6709\u8be6\u7ec6\u4ecb\u7ecd\uff0c\u672c\u7ae0\u4e0d\u518d\u8d58\u8ff0\u3002<\/p>\n<ol>\n<li>\n<p>\u521b\u5efaSSH\u547d\u4ee4<\/p>\n<pre><code>ssh -CNg -L 9997:127.0.0.1:9997 root@connect.nmb1.seetacloud.com -p 24575<\/code><\/pre>\n<\/li>\n<li>\n<p>\u8fd0\u884cSSH\u547d\u4ee4\u5e76\u8f93\u5165\u5bc6\u7801<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8f93\u5165SSH\u5bc6\u7801.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u8f93\u5165SSH\u5bc6\u7801.png\" alt=\"\" \/><\/a><\/p>\n<\/li>\n<li>\n<p>\u6d4f\u89c8\u5668\u8bbf\u95ee<code>http:\/\/localhost:9997<\/code>\uff0c\u6253\u5f00XInference\u7684WebUI<\/p>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E9%83%A8%E7%BD%B2\"><\/span>\u6a21\u578b\u90e8\u7f72<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E5%89%8D%E7%BD%AE%E6%93%8D%E4%BD%9C\"><\/span>\u524d\u7f6e\u64cd\u4f5c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u56e0\u4e3aAutoDL\u955c\u50cf\u4e2d\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5Git-LFS\uff0c\u6240\u4ee5\u9700\u8981\u624b\u52a8\u5b89\u88c5\u3002<\/p>\n<pre><code class=\"language-bash\"># \u66f4\u65b0apt-get\napt-get update\n\n# \u5b89\u88c5git-lfs\napt-get install git-lfs<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u5b89\u88c5git-lfs.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u5b89\u88c5git-lfs.png\" alt=\"\" \/><\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_%E9%83%A8%E7%BD%B2chat%E6%A8%A1%E5%9E%8B\"><\/span>1.1 \u90e8\u7f72chat\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"111_%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B\"><\/span>1.1.1 \u4e0b\u8f7d\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u6211\u4eec\u914d\u7f6e\u4e00\u4e2achat\u6a21\u578b\uff0c\u6a21\u578b\u9009\u62e9<code>Qwen2.5-Instruct<\/code>\uff0c\u6a21\u578b\u8def\u5f84\u9009\u62e9<code>Qwen2.5-0.5B-Instruct<\/code>\u3002<\/p>\n<pre><code class=\"language-bash\"># \u4e0b\u8f7d\u6a21\u578b\ngit lfs install\ngit clone https:\/\/www.modelscope.cn\/Qwen\/Qwen2.5-0.5B-Instruct.git<\/code><\/pre>\n<h4><span class=\"ez-toc-section\" id=\"112_%E9%85%8D%E7%BD%AEchat%E6%A8%A1%E5%9E%8B\"><\/span>1.1.2 \u914d\u7f6echat\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5728Xinference\u7684WebUI\u4e2d\uff0c\u914d\u7f6echat\u6a21\u578b\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6echat\u6a21\u578b\u53c2\u6570.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6echat\u6a21\u578b\u53c2\u6570.png\" alt=\"\" \/><\/a><\/p>\n<blockquote>\n<p>\u6ce8\u610f\uff1a<br \/>\n\u56e0\u4e3a\u6211\u4eec\u5728<code>1.2\u5b89\u88c5Xinference\u4ee5\u53ca\u5f15\u64ce<\/code>\u4e2d\u5b89\u88c5\u7684\u662f<code>vllm<\/code>\u5f15\u64ce\uff0c\u6240\u4ee5\u8fd9\u91cc\u9700\u8981\u9009\u62e9<code>vllm<\/code>\u3002<\/p>\n<\/blockquote>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6echat\u6a21\u578b\u8def\u5f84.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6echat\u6a21\u578b\u8def\u5f84.png\" alt=\"\" \/><\/a><\/p>\n<p>\u914d\u7f6e\u5b8c\u6bd5\uff0c\u4e4b\u540e\u542f\u52a8\u6a21\u578b\u5373\u53ef\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"113_%E6%B5%8B%E8%AF%95chat%E6%A8%A1%E5%9E%8B\"><\/span>1.1.3 \u6d4b\u8bd5chat\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<pre><code class=\"language-python\">from openai import OpenAI\nopenai_api_key = &quot;EMPTY&quot;\nopenai_api_base = &quot;http:\/\/localhost:9997\/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-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\/\u6d4b\u8bd5chat\u6a21\u578b\u63a5\u53e3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u6d4b\u8bd5chat\u6a21\u578b\u63a5\u53e3.png\" alt=\"\" \/><\/a><\/p>\n<blockquote>\n<p>\u6ce8\u610f\uff1a<\/p>\n<ul>\n<li><code>openai_api_base<\/code> \u9700\u8981\u6539\u4e3a<code>http:\/\/localhost:9997\/v1<\/code>\uff0c\u8be5\u5730\u5740\u662f\u901a\u8fc7SSH\u4e0eAutoDL\u5b9e\u4f8b\u5efa\u7acb\u7684\u96a7\u9053\u8fde\u63a5\uff0c\u6240\u4ee5\u53ef\u4ee5\u901a\u8fc7localhost\u8bbf\u95ee\u5b9e\u4f8b\u3002<\/li>\n<li>SSH\u96a7\u9053\u9700\u8981\u5728\u4f7f\u7528\u671f\u95f4\u4fdd\u6301\u5168\u7a0b\u8fde\u63a5\u72b6\u6001\u4e2d\uff0c\u5426\u5219\u65e0\u6cd5\u8bbf\u95ee\uff1b\u5982\u679c\u6a21\u578b\u9700\u8981\u7ed9\u7b2c\u4e09\u4eba\u4f7f\u7528\uff0c\u90a3\u4e48\u7b2c\u4e09\u4eba\u4e5f\u9700\u8981\u8fd0\u884cSSH\u547d\u4ee4\u5efa\u7acb\u96a7\u9053\u624d\u53ef\u4ee5\u4f7f\u7528\u3002<\/li>\n<li><code>model<\/code> \u9700\u8981\u4e0eXinference\u4e2d\u542f\u52a8\u540e\u7684Model UID\u540d\u79f0\u4fdd\u6301\u4e00\u81f4\u3002<\/li>\n<\/ul>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"12_%E9%83%A8%E7%BD%B2%E5%90%91%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\"><\/span>1.2 \u90e8\u7f72\u5411\u91cf\u5316\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"121_%E4%B8%8B%E8%BD%BD%E5%90%91%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\"><\/span>1.2.1 \u4e0b\u8f7d\u5411\u91cf\u5316\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<pre><code class=\"language-bash\"># \u5b89\u88c5git-lfs\ngit lfs install\n# \u4e0b\u8f7d\u6a21\u578b\ngit clone https:\/\/www.modelscope.cn\/BAAI\/bge-m3.git<\/code><\/pre>\n<h4><span class=\"ez-toc-section\" id=\"121_%E9%85%8D%E7%BD%AE%E5%90%91%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\"><\/span>1.2.1 \u914d\u7f6e\u5411\u91cf\u5316\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5728Xinference\u7684WebUI\u4e2d\uff0c\u914d\u7f6e\u5411\u91cf\u5316\u6a21\u578b\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u5411\u91cf\u5316\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\u5411\u91cf\u5316\u6a21\u578b\u8def\u5f84.png\" alt=\"\" \/><\/a><\/p>\n<p>\u914d\u7f6e\u5b8c\u6bd5\u540e\uff0c\u542f\u52a8\u6a21\u578b<\/p>\n<h4><span class=\"ez-toc-section\" id=\"123_%E6%B5%8B%E8%AF%95%E5%90%91%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\"><\/span>1.2.3 \u6d4b\u8bd5\u5411\u91cf\u5316\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<pre><code class=\"language-python\">from langchain_community.embeddings import XinferenceEmbeddings\n\nserver_url=&quot;http:\/\/localhost:9997\/&quot; \nmodel_uid = &quot;bge-m3&quot; \n\nembed = XinferenceEmbeddings(server_url=server_url, model_uid=model_uid)\n\nembed.embed_query(&quot;\u4f60\u597d&quot;)<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u6d4b\u8bd5\u5411\u91cf\u5316\u63a5\u53e3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u6d4b\u8bd5\u5411\u91cf\u5316\u63a5\u53e3.png\" alt=\"\" \/><\/a><\/p>\n<blockquote>\n<p>\u6ce8\u610f\uff1a<\/p>\n<ul>\n<li><code>server_url<\/code> \u9700\u8981\u6539\u4e3a<code>http:\/\/localhost:9997\/<\/code>\uff0c\u540c\u65f6\u8981\u786e\u4fddSSH\u96a7\u9053\u5df2\u7ecf\u5efa\u7acb\u4e14\u5168\u7a0b\u4fdd\u6301\u8fde\u63a5\u3002<\/li>\n<li><code>model_uid<\/code> \u9700\u8981\u4e0eXinference\u4e2d\u542f\u52a8\u540e\u7684Model UID\u540d\u79f0\u4fdd\u6301\u4e00\u81f4\u3002<\/li>\n<\/ul>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"13_%E9%83%A8%E7%BD%B2%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\"><\/span>1.3 \u90e8\u7f72\u591a\u6a21\u6001\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"131_%E4%B8%8B%E8%BD%BD%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\"><\/span>1.3.1 \u4e0b\u8f7d\u591a\u6a21\u6001\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<pre><code class=\"language-bash\"># \u5b89\u88c5git-lfs\ngit lfs install\n# \u4e0b\u8f7d\u6a21\u578b\ngit clone https:\/\/www.modelscope.cn\/Qwen\/Qwen2-VL-2B-Instruct.git<\/code><\/pre>\n<h4><span class=\"ez-toc-section\" id=\"132_%E9%85%8D%E7%BD%AE%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\"><\/span>1.3.2 \u914d\u7f6e\u591a\u6a21\u6001\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5728Xinference\u7684WebUI\u4e2d\uff0c\u914d\u7f6e\u591a\u6a21\u6001\u6a21\u578b\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u591a\u6a21\u6001\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\u53c2\u6570.png\" alt=\"\" \/><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u914d\u7f6e\u591a\u6a21\u6001\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\u8def\u5f84.png\" alt=\"\" \/><\/a><\/p>\n<p>\u914d\u7f6e\u5b8c\u6bd5\u540e\uff0c\u542f\u52a8\u6a21\u578b<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u591a\u6a21\u6001\u542f\u52a8\u6210\u529f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u591a\u6a21\u6001\u542f\u52a8\u6210\u529f.png\" alt=\"\" \/><\/a><\/p>\n<h4><span class=\"ez-toc-section\" id=\"133_%E6%B5%8B%E8%AF%95%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B\"><\/span>1.3.3 \u6d4b\u8bd5\u591a\u6a21\u6001\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u56e0\u4e3aQwen2-VL\u65f6\u4f1a\u62a5\u6ca1\u6709\u5b89\u88c5<code>qwen-vl-utils<\/code>\uff0c\u6240\u4ee5\u9700\u8981\u624b\u52a8\u5b89\u88c5\u3002<\/p>\n<pre><code>pip install qwen-vl-utils<\/code><\/pre>\n<p>\u4f7f\u7528\u4e0b\u9762\u4ee3\u7801\u8c03\u7528\u6a21\u578b\uff1a<\/p>\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:\/\/localhost:9997\/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;qwen2-vl-instruct&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) <\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u6d4b\u8bd5\u591a\u6a21\u6001\u6a21\u578b\u63a5\u53e3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/\u6d4b\u8bd5\u591a\u6a21\u6001\u6a21\u578b\u63a5\u53e3.png\" alt=\"\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E6%80%BB%E7%BB%93\"><\/span>\u603b\u7ed3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>AutoDL\u5e73\u53f0\u6b63\u5e38\u60c5\u51b5\u4e0b\uff0c\u4e0d\u5bf9\u5916\u63d0\u4f9bHttp\u6216Https\u670d\u52a1\uff0c\u6240\u4ee5\u9700\u8981\u901a\u8fc7SSH\u96a7\u9053\u5efa\u7acb\u8fde\u63a5\u3002<\/li>\n<li>AutoDL\u5e73\u53f0\u5b89\u88c5<code>transformers<\/code>\u5f15\u64ce\u4f1a\u5931\u8d25\uff0c\u6240\u4ee5\u672c\u4f8b\u4e2d\u6539\u4e3a\u4f7f\u7528<code>vllm<\/code>\u5f15\u64ce\u3002<\/li>\n<li>AutoDL\u5e73\u53f0\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5Git-LFS\uff0c\u6240\u4ee5\u901a\u8fc7<code>apt-get install git-lfs<\/code>\u624b\u52a8\u5b89\u88c5\u3002<\/li>\n<li>Chat\u6a21\u578b\u3001\u5411\u91cf\u5316\u6a21\u578b\u3001\u591a\u6a21\u6001\u6a21\u578b\u90e8\u7f72\u6210\u529f\u4e4b\u540e\uff0c\u5728\u8fdc\u7a0b\u8c03\u7528\u65f6\u6ce8\u610f\u4fee\u6539\u8c03\u7528\u5730\u5740\u3002<\/li>\n<\/ul>\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 \u5728\u3010\u6a21\u578b\u8bad\u7ec3\u3011\u5728AutoDl\u4e0a\u4f7f\u7528 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