{"id":10034,"date":"2026-06-10T01:47:47","date_gmt":"2026-06-09T17:47:47","guid":{"rendered":"https:\/\/ab123.xyz\/?p=10034"},"modified":"2026-06-10T01:47:47","modified_gmt":"2026-06-09T17:47:47","slug":"%e6%99%ba%e8%b0%b1%e6%b8%85%e8%a8%80-glm-4-%e5%be%ae%e8%b0%83%e6%95%b0%e6%8d%ae%e5%87%86%e5%a4%87%e6%96%b9%e6%b3%95%e8%af%a6%e8%a7%a3%ef%bc%9a%e4%bb%8e%e5%85%a5%e9%97%a8%e5%88%b0%e5%ae%9e%e6%88%98","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=10034","title":{"rendered":"\u667a\u8c31\u6e05\u8a00 GLM-4 \u5fae\u8c03\u6570\u636e\u51c6\u5907\u65b9\u6cd5\u8be6\u89e3\uff1a\u4ece\u5165\u95e8\u5230\u5b9e\u6218"},"content":{"rendered":"<p>\u5728\u5927\u6a21\u578b\u5e94\u7528\u65e5\u76ca\u666e\u53ca\u7684\u5f53\u4e0b\uff0c\u5982\u4f55\u9ad8\u6548\u3001\u7cbe\u51c6\u5730\u51c6\u5907\u5fae\u8c03\u6570\u636e\uff0c\u5df2\u6210\u4e3a\u5f00\u53d1\u8005\u4e0e\u79d1\u7814\u4eba\u5458\u5173\u6ce8\u7684\u6838\u5fc3\u8bae\u9898\u3002\u667a\u8c31\u6e05\u8a00 GLM-4 \u4f5c\u4e3a\u56fd\u4ea7\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4ee3\u8868\uff0c\u5176\u5fae\u8c03\u80fd\u529b\u5728\u5782\u76f4\u573a\u666f\u4e2d\u8868\u73b0\u51fa\u8272\u3002\u672c\u6587\u5c06\u7cfb\u7edf\u68b3\u7406 GLM-4 \u5fae\u8c03\u6570\u636e\u51c6\u5907\u7684\u5173\u952e\u65b9\u6cd5\uff0c\u5e2e\u52a9\u8bfb\u8005\u5feb\u901f\u638c\u63e1\u6570\u636e\u6e05\u6d17\u3001\u683c\u5f0f\u8f6c\u6362\u4e0e\u8d28\u91cf\u63a7\u5236\u7684\u5b8c\u6574\u6d41\u7a0b\u3002\u5b98\u65b9\u6700\u65b0\u5de5\u5177\u4e0e\u6587\u6863\u8bf7\u8bbf\u95ee <a href=\"https:\/\/open.bigmodel.cn\/\" target=\"_blank\">\u667a\u8c31AI\u5b98\u65b9\u7f51\u7ad9<\/a>\u3002<\/p>\n<h2>\u4e00\u3001GLM-4 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\u6570\u636e\u6765\u6e90\u4e0e\u91c7\u96c6<\/h3>\n<p>\u5b98\u65b9\u63a8\u8350\u4f7f\u7528\u4e1a\u52a1\u65e5\u5fd7\u3001\u4eba\u5de5\u6807\u6ce8\u3001\u516c\u5f00\u6570\u636e\u96c6\uff08\u5982 CLUE\u3001CMRC\uff09\u4e09\u79cd\u6765\u6e90\u3002\u91c7\u96c6\u65f6\u9700\u8fc7\u6ee4\u654f\u611f\u4fe1\u606f\uff0c\u5e76\u4fdd\u7559\u573a\u666f\u4e0a\u4e0b\u6587\u3002\u5bf9\u4e8e\u591a\u8f6e\u5bf9\u8bdd\uff0c\u9700\u4fdd\u7559\u5b8c\u6574\u5bf9\u8bdd\u5386\u53f2\u3002<\/p>\n<h3>2. \u683c\u5f0f\u6807\u51c6\u5316\u6b65\u9aa4<\/h3>\n<ul>\n<li>\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u6362\u4e3a {\u201cprompt\u201d: \u201c\u7528\u6237\u8f93\u5165\u201d, \u201cresponse\u201d: \u201c\u6a21\u578b\u8f93\u51fa\u201d} \u7684\u952e\u503c\u5bf9\u3002<\/li>\n<li>\u82e5\u6d89\u53ca\u7cfb\u7edf\u6307\u4ee4\uff0c\u9700\u5728 prompt \u524d\u6dfb\u52a0 <s>[INST] \u548c [\/INST] \u6807\u8bb0\u3002<\/li>\n<li>\u4f7f\u7528  \u6807\u7b7e\u5904\u7406\u7f3a\u5931\u5b57\u6bb5\uff0c\u907f\u514d\u6a21\u578b\u5b66\u4e60\u9519\u8bef\u6620\u5c04\u3002<\/li>\n<\/ul>\n<h2>\u4e8c\u3001\u6570\u636e\u6e05\u6d17\u4e0e\u8d28\u91cf\u63a7\u5236\u5de5\u5177<\/h2>\n<p>\u667a\u8c31\u5b98\u65b9\u63d0\u4f9b <strong>GLM-Finetune-Utils<\/strong> \u5de5\u5177\u5305\uff0c\u652f\u6301\u81ea\u52a8\u5316\u53bb\u91cd\u3001\u957f\u5ea6\u622a\u65ad\u3001\u62fc\u5199\u7ea0\u6b63\u3002\u540c\u65f6\u63a8\u8350\u914d\u5408 <strong>Data-Hub<\/strong> \u5e73\u53f0\u8fdb\u884c\u4eba\u5de5\u6821\u9a8c\uff0c\u5e73\u53f0\u5185\u7f6e\u4e00\u81f4\u6027\u68c0\u67e5\u4e0e\u6807\u7b7e\u7ea0\u9519\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u5e38\u7528\u6e05\u6d17\u6d41\u7a0b\uff1a<\/p>\n<ul>\n<li>\u53bb\u9664 HTML \u6807\u7b7e\u3001\u7279\u6b8a\u7b26\u53f7\u53ca\u91cd\u590d\u6bb5\u843d\u3002<\/li>\n<li>\u5bf9\u957f\u6587\u672c\u6309 2048 token \u622a\u65ad\uff0c\u4fdd\u7559\u5173\u952e\u8bed\u4e49\u3002<\/li>\n<li>\u5229\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u68c0\u6d4b\u5e76\u4fee\u590d\u672a\u95ed\u5408\u7684\u62ec\u53f7\u6216\u5f15\u53f7\u3002<\/li>\n<\/ul>\n<h3>\u8fdb\u9636\u6280\u5de7\uff1a\u6570\u636e\u589e\u5f3a<\/h3>\n<p>\u9488\u5bf9\u6837\u672c\u4e0d\u8db3\u7684\u573a\u666f\uff0c\u53ef\u91c7\u7528\u56de\u8bd1\uff08\u82f1\u6587\u2192\u4e2d\u6587\u2192\u82f1\u6587\uff09\u3001\u540c\u4e49\u8bcd\u66ff\u6362\u3001\u968f\u673a\u63d2\u5165\u566a\u58f0\u7b49\u65b9\u5f0f\u6269\u5145\u6570\u636e\u96c6\u3002\u4f46\u9700\u6ce8\u610f\u589e\u5f3a\u540e\u6570\u636e\u7684\u771f\u5b9e\u6027\uff0c\u907f\u514d\u5f15\u5165\u9519\u8bef\u903b\u8f91\u3002<\/p>\n<h2>\u4e09\u3001\u5e94\u7528\u573a\u666f\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h2>\n<p>GLM-4 \u5fae\u8c03\u5df2\u5e7f\u6cdb\u5e94\u7528\u4e8e\u667a\u80fd\u5ba2\u670d\u3001\u5185\u5bb9\u751f\u6210\u3001\u4ee3\u7801\u8f85\u52a9\u7b49\u9886\u57df\u3002\u4f8b\u5982\uff0c\u5728\u5ba2\u670d\u573a\u666f\u4e2d\uff0c\u9700\u51c6\u5907\u5305\u542b\u7528\u6237\u610f\u56fe\u3001\u69fd\u4f4d\u4fe1\u606f\u4ee5\u53ca\u6807\u51c6\u7b54\u6848\u7684\u591a\u8f6e\u5bf9\u8bdd\u6570\u636e\uff1b\u5728\u4ee3\u7801\u751f\u6210\u573a\u666f\u4e2d\uff0c\u5219\u9700\u63d0\u4f9b\u51fd\u6570\u6ce8\u91ca\u4e0e\u5bf9\u5e94\u4ee3\u7801\u7684\u914d\u5bf9\u6837\u672c\u3002\u5b9e\u6218\u5efa\u8bae\uff1a<\/p>\n<ul>\n<li>\u6bcf\u6b21\u5fae\u8c03\u524d\u5148\u4f7f\u7528 100 \u6761\u6837\u672c\u505a\u5feb\u901f\u9a8c\u8bc1\uff0c\u8bc4\u4f30\u6570\u636e\u8d28\u91cf\u3002<\/li>\n<li>\u5229\u7528\u5b98\u65b9\u63d0\u4f9b\u7684 <strong>Eval-Hub<\/strong> \u5bf9\u6bd4\u5fae\u8c03\u524d\u540e\u6a21\u578b\u5728\u9a8c\u8bc1\u96c6\u4e0a\u7684 BLEU\u3001ROUGE \u6307\u6807\u3002<\/li>\n<li>\u5b9a\u671f\u66f4\u65b0\u6570\u636e\u7248\u672c\uff0c\u907f\u514d\u6a21\u578b\u8fc7\u65f6\u3002<\/li>\n<\/ul>\n<p>\u638c\u63e1\u4ee5\u4e0a\u65b9\u6cd5\u540e\uff0c\u5f00\u53d1\u8005\u53ef\u5927\u5e45\u964d\u4f4e\u6570\u636e\u51c6\u5907\u6210\u672c\uff0c\u5145\u5206\u53d1\u6325 GLM-4 \u7684\u9886\u57df\u5b9a\u5236\u4f18\u52bf\u3002\u5982\u9700\u83b7\u53d6\u5b8c\u6574\u5de5\u5177\u94fe\u4e0e\u793a\u4f8b\u4ee3\u7801\uff0c\u8bf7\u6301\u7eed\u5173\u6ce8 <a href=\"https:\/\/open.bigmodel.cn\/dev\/guide\/model\/adapter\" target=\"_blank\">\u5b98\u65b9\u5f00\u53d1\u8005\u6587\u6863<\/a>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5927\u6a21\u578b\u5e94\u7528\u65e5\u76ca\u666e\u53ca\u7684\u5f53\u4e0b\uff0c\u5982\u4f55\u9ad8\u6548\u3001\u7cbe\u51c6\u5730\u51c6\u5907\u5fae\u8c03\u6570\u636e\uff0c\u5df2\u6210\u4e3a\u5f00\u53d1\u8005\u4e0e\u79d1\u7814\u4eba\u5458\u5173\u6ce8\u7684\u6838\u5fc3\u8bae\u9898\u3002\u667a\u8c31\u6e05\u8a00 GL [&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":[12480,12478,12477,12479,12476],"class_list":["post-10034","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-12478","tag-12477","tag-12479","tag-glm-4"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/10034","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=10034"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/10034\/revisions"}],"predecessor-version":[{"id":10035,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/10034\/revisions\/10035"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10034"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10034"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10034"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}