{"id":3251,"date":"2026-03-12T10:29:33","date_gmt":"2026-03-12T02:29:33","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/3251"},"modified":"2026-03-12T10:29:33","modified_gmt":"2026-03-12T02:29:33","slug":"0%e4%bb%a3%e7%a0%81%e5%be%ae%e8%b0%83chatglm-3%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e3%80%8c%e6%a8%a1%e5%9e%8b%e6%95%b0%e6%8d%ae%e3%80%8d%e5%b8%82%e5%9c%ba%e8%ae%a9%e8%ae%ad%e7%bb%83%e5%8f%98","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/3251","title":{"rendered":"0\u4ee3\u7801\u5fae\u8c03ChatGLM-3\uff1a\u661f\u5b87\u667a\u7b97\u300c\u6a21\u578b+\u6570\u636e\u300d\u5e02\u573a\u8ba9\u8bad\u7ec3\u53d8\u6210\u4e0b\u8f7d\u4e00\u6837\u7b80\u5355"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/03\/1773282572_32f175.png\" alt=\"0\u4ee3\u7801\u5fae\u8c03ChatGLM-3\uff1a\u661f\u5b87\u667a\u7b97\u300c\u6a21\u578b+\u6570\u636e\u300d\u5e02\u573a\u8ba9\u8bad\u7ec3\u53d8\u6210\u4e0b\u8f7d\u4e00\u6837\u7b80\u5355\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<h1>0\u4ee3\u7801\u5fae\u8c03ChatGLM-3\uff1a\u661f\u5b87\u667a\u7b97\u300c\u6a21\u578b+\u6570\u636e\u300d\u5e02\u573a\u8ba9\u8bad\u7ec3\u53d8\u6210\u4e0b\u8f7d\u4e00\u6837\u7b80\u5355<\/h1>\n<blockquote>\n<p>\u201c\u6e05\u534eChatGLM-3\u5f00\u6e90\u5f53\u5929\u5373\u767b\u9876\u4e2d\u6587\u699c\uff0c\u4f46\u771f\u6b63\u7684\u95e8\u69db\u4e0d\u5728\u6a21\u578b\uff0c\u800c\u5728\u2018\u8ba9\u6a21\u578b\u542c\u61c2\u4f60\u2019\u3002\u201d<\/p>\n<\/blockquote>\n<h2>\u2460 \u70ed\u70b9\uff1a\u5f00\u6e90\u72c2\u6b22\u80cc\u540e\u7684\u9690\u5f62\u95e8\u69db<\/h2>\n<p>10\u6708\u5e95\uff0cChatGLM-3-6B\u643a\u591a\u8f6e\u5bf9\u8bdd\u3001\u51fd\u6570\u8c03\u7528\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u4e09\u8fde\u5347\u7ea7\u56de\u5f52\uff0cC-Eval\u4e2d\u6587\u8bc4\u6d4b\u9996\u783480\u5206\uff0cGitHub\u661f\u680724\u5c0f\u65f6\u7834\u4e07\u3002\u72c2\u6b22\u8fc7\u540e\uff0c\u5f00\u53d1\u8005\u4eec\u5f88\u5feb\u53d1\u73b0\uff1a\u8981\u628a\u201c\u901a\u624d\u201dChatGLM-3\u53d8\u6210\u201c\u4e13\u624d\u201d\uff0c\u8fd8\u5f97\u81ea\u5df1\u5543\u4e09\u5757\u786c\u9aa8\u5934\u2014\u2014<br \/>\n&#8211; \u8bed\u6599\u6e05\u6d17\uff1a200GB\u539f\u59cb\u6307\u4ee4\u96c6\u53bb\u91cd\u3001\u5206\u8bcd\u3001\u8d28\u91cf\u6253\u5206\uff0c\u811a\u672c\u5199\u5b8c\u8c03\u8bd5\u5c31\u8981\u4e00\u5468\uff1b<br \/>\n&#8211; \u8d85\u53c2\u8c03\u4f18\uff1a\u5b66\u4e60\u7387\u3001Warm-up\u3001DeepSpeed Zero-stage\u3001LoRA rank\uff0c\u4efb\u610f\u4e00\u9879\u914d\u9519\uff0c\u635f\u5931\u76f4\u63a5\u98de\u5347\uff1b<br \/>\n&#8211; GPU\u73af\u5883\u642d\u5efa\uff1aCUDA\u3001cuDNN\u3001torch\u3001apex\u3001transformers\u7248\u672c\u6253\u67b6\uff0c\u914d\u597d\u5df2\u662f3\u4eba\u6708\u3002  <\/p>\n<h2>\u2461 \u75db\u70b9\uff1a3\u4eba\u6708\u2248\u4e00\u53f0A100 80G\u7a7a\u7f6e45\u5929<\/h2>\n<p>\u5e02\u573a\u4e0a\u4e00\u5f20A100 80G\u6309\u5c0f\u65f6\u8ba1\u8d39\u7ea64\u5143\uff0c\u770b\u4f3c\u4fbf\u5b9c\uff0c\u4f46\u73af\u5883\u6298\u817e+\u6570\u636e\u6e05\u6d17+\u8c03\u53c2\u5b9e\u9a8c\u52a8\u8f8445\u5929\uff0c\u4ec5\u7b97\u529b\u8d26\u5355\u5c31\u8d854000\u5143\uff0c\u8fd8\u6ca1\u8ba1\u5165\u4eba\u529b\u3002\u5bf9\u9ad8\u6821\u5b9e\u9a8c\u5ba4\u3001\u521d\u521b\u56e2\u961f\u800c\u8a00\uff0c<strong>GPU\u670d\u52a1\u5668\u79df\u7528<\/strong>\u7684\u201c\u4f4e\u4ef7\u201d\u53cd\u800c\u6210\u4e86\u201c\u9ad8\u4ef7\u8bd5\u9519\u201d\u3002<\/p>\n<h2>\u2462 \u65b9\u6848\uff1a\u661f\u5b87\u667a\u7b97\u628a\u201c\u8bad\u7ec3\u201d\u505a\u6210\u201c\u4e0b\u8f7d\u201d<\/h2>\n<p>\u661f\u5b87\u667a\u7b97\u5728<a href=\"https:\/\/www.starverse-ai.com\">GPU\u4e91\u4e3b\u673a<\/a>\u955c\u50cf\u5e02\u573a\u76f4\u63a5\u5185\u7f6e\uff1a<br \/>\n1. 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