{"id":5662,"date":"2024-04-02T18:52:32","date_gmt":"2024-04-02T10:52:32","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=5662"},"modified":"2024-09-02T18:55:25","modified_gmt":"2024-09-02T10:55:25","slug":"xorbits-inference","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/xorbits-inference\/","title":{"rendered":"Xorbits Inference\uff1a\u4e00\u952e\u90e8\u7f72\u591a\u79cdAI\u6a21\u578b\uff0c\u5206\u5e03\u5f0f\u63a8\u7406\u6846\u67b6"},"content":{"rendered":"<p>Xorbits Inference\uff08Xinference\uff09\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u4e14\u5168\u9762\u7684\u5206\u5e03\u5f0f\u63a8\u7406\u6846\u67b6\uff0c\u652f\u6301\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3001\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u548c\u591a\u6a21\u6001\u6a21\u578b\u7b49\u591a\u79cdAI\u6a21\u578b\u7684\u63a8\u7406\u3002\u901a\u8fc7Xorbits Inference\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5730\u4e00\u952e\u90e8\u7f72\u81ea\u5df1\u7684\u6a21\u578b\u6216\u4f7f\u7528\u5185\u7f6e\u7684\u524d\u6cbf\u5f00\u6e90\u6a21\u578b\uff0c\u65e0\u8bba\u662f\u5728\u4e91\u7aef\u3001\u672c\u5730\u670d\u52a1\u5668\u8fd8\u662f\u4e2a\u4eba\u7535\u8111\u4e0a\u8fd0\u884c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u591a\u79cdAI\u6a21\u578b\u7684\u63a8\u7406\uff0c\u5305\u62ec\u5927\u8bed\u8a00\u6a21\u578b\u3001\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u548c\u591a\u6a21\u6001\u6a21\u578b<\/li>\n<li>\u4e00\u952e\u90e8\u7f72\u548c\u670d\u52a1\u6a21\u578b\uff0c\u7b80\u5316\u5b9e\u9a8c\u548c\u751f\u4ea7\u73af\u5883\u7684\u8bbe\u7f6e<\/li>\n<li>\u652f\u6301\u5728\u4e91\u7aef\u3001\u672c\u5730\u670d\u52a1\u5668\u548c\u4e2a\u4eba\u7535\u8111\u4e0a\u8fd0\u884c<\/li>\n<li>\u5185\u7f6e\u591a\u79cd\u524d\u6cbf\u5f00\u6e90\u6a21\u578b\uff0c\u65b9\u4fbf\u7528\u6237\u76f4\u63a5\u4f7f\u7528<\/li>\n<li>\u63d0\u4f9b\u4e30\u5bcc\u7684\u6587\u6863\u548c\u793e\u533a\u652f\u6301<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\uff1a\u786e\u4fdd\u5df2\u5b89\u88c5Python 3.7\u6216\u4ee5\u4e0a\u7248\u672c\u3002<\/li>\n<li><strong>\u5b89\u88c5Xorbits Inference<\/strong>\uff1a\n<pre><code class=\"language-bash\">pip install xorbits-inference\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e\u73af\u5883<\/strong>\uff1a\u6839\u636e\u9700\u8981\u914d\u7f6e\u73af\u5883\u53d8\u91cf\u548c\u4f9d\u8d56\u9879\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u52a0\u8f7d\u6a21\u578b<\/strong>\uff1a\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">from<\/span> <a href=\"https:\/\/www.kdjingpai.com\/inference\/\">xinference<\/a> <span class=\"hljs-keyword\">import<\/span> InferenceEngine\r\nengine = InferenceEngine(model_name=<span class=\"hljs-string\">\"gpt-3\"<\/span>)\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u8fd0\u884c\u63a8\u7406<\/strong>\uff1a\n<pre><code class=\"language-python\">result = engine.infer(<span class=\"hljs-string\">\"\u4f60\u597d\uff0c\u4e16\u754c\uff01\"<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(result)\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u90e8\u7f72\u6a21\u578b<\/strong>\uff1a\n<pre><code class=\"language-bash\">xinference deploy --model gpt-3 --host 0.0.0.0 --port 8080\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u8be6\u7ec6\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ol>\n<li><strong>\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u5185\u7f6e\u7684\u591a\u79cd\u524d\u6cbf\u5f00\u6e90\u6a21\u578b\uff0c\u5982GPT-3\u3001BERT\u7b49\uff0c\u6216\u4e0a\u4f20\u81ea\u5df1\u7684\u6a21\u578b\u8fdb\u884c\u63a8\u7406\u3002<\/li>\n<li><strong>\u53c2\u6570\u914d\u7f6e<\/strong>\uff1a\u5728\u90e8\u7f72\u6a21\u578b\u65f6\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u914d\u7f6e\u6a21\u578b\u7684\u53c2\u6570\uff0c\u5982\u6279\u5904\u7406\u5927\u5c0f\u3001GPU\u4f7f\u7528\u7b49\u3002<\/li>\n<li><strong>\u76d1\u63a7\u4e0e\u7ba1\u7406<\/strong>\uff1a\u901a\u8fc7\u63d0\u4f9b\u7684\u7ba1\u7406\u754c\u9762\uff0c\u7528\u6237\u53ef\u4ee5\u5b9e\u65f6\u76d1\u63a7\u6a21\u578b\u7684\u8fd0\u884c\u72b6\u6001\u548c\u6027\u80fd\u6307\u6807\uff0c\u65b9\u4fbf\u8fdb\u884c\u4f18\u5316\u548c\u8c03\u6574\u3002<\/li>\n<li><strong>\u793e\u533a\u652f\u6301<\/strong>\uff1a\u52a0\u5165Xorbits Inference\u7684Slack\u793e\u533a\uff0c\u4e0e\u5176\u4ed6\u7528\u6237\u4ea4\u6d41\u7ecf\u9a8c\u548c\u95ee\u9898\uff0c\u83b7\u53d6\u53ca\u65f6\u7684\u5e2e\u52a9\u548c\u652f\u6301\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Xorbits Inference\uff08Xinference\uff09\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u4e14\u5168\u9762\u7684\u5206\u5e03\u5f0f\u63a8\u7406\u6846\u67b6\uff0c\u652f\u6301\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3001\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u548c\u591a\u6a21\u6001\u6a21\u578b\u7b49\u591a\u79cdAI\u6a21\u578b\u7684\u63a8\u7406\u3002\u901a\u8fc7Xorbits Inference\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5730\u4e00\u952e\u90e8\u7f72\u81ea\u5df1\u7684\u6a21\u578b&#8230;<\/p>\n","protected":false},"author":1,"featured_media":60867,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230],"class_list":["post-5662","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/5662","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=5662"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/5662\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/60867"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=5662"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=5662"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=5662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}