{"id":11085,"date":"2026-08-14T22:41:39","date_gmt":"2026-08-14T14:41:39","guid":{"rendered":"https:\/\/infernews.com\/blog\/glm-5-3\/"},"modified":"2026-08-14T22:41:39","modified_gmt":"2026-08-14T14:41:39","slug":"glm-5-3","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/glm-5-3\/","title":{"rendered":"GLM-5.3 \u5f37\u5316\u7a0b\u5f0f\u8207\u5b89\u5168\u5206\u6790\u80fd\u529b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/1786683405531image.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">GLM-5.3 \u8d70\u7684\u662f\u5be6\u7528\u53d6\u5411\uff0c\u91cd\u9ede\u653e\u5728\u8907\u96dc\u8edf\u4ef6\u5de5\u7a0b\u3001agent \u5de5\u4f5c\u6d41\u540c cybersecurity\u3002\u5c0d\u8981\u8655\u7406\u7a0b\u5f0f\u5be9\u67e5\u3001\u6f0f\u6d1e\u767c\u73fe\u3001\u5de5\u5177\u8abf\u7528\uff0c\u6216\u8005\u751f\u6210\u8f03\u5b8c\u6574\u61c9\u7528\u7684\u5718\u968a\u4f86\u8b1b\uff0c\u5b83\u63d0\u4f9b\u7684\u662f\u66f4\u7a69\u5b9a\u7684\u80fd\u529b\u63d0\u5347\uff0c\u800c\u4e0d\u53ea\u662f\u52a0\u5927\u6a21\u578b\u898f\u6a21\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Z.ai \u4ea6\u5c07\u5b83\u5b9a\u4f4d\u70ba\u65d7\u8266\u6a21\u578b\uff0c\u4e26\u5f37\u8abf GLM-5.3 \u540c GLM-5.2 \u7528\u540c\u4e00\u500b base model\uff0c\u6539\u9032\u4e3b\u8981\u4f86\u81ea post-training\u3002\u9019\u4ee3\u8868\u5b83\u5605\u63d0\u5347\u96c6\u4e2d\u55ba\u5f8c\u8a13\u7df4\u968e\u6bb5\uff0c\u800c\u5514\u4fc2\u91cd\u65b0\u6539\u67b6\u69cb\uff1b\u540c\u6642\uff0cOpen-Source Shield initiative \u4ea6\u53cd\u6620\u51fa\u5b83\u60f3\u63a8\u5ee3\u9632\u79a6\u578b\u7528\u9014\uff0c\u4e26\u9650\u5236\u9ad8\u98a8\u96aa\u6feb\u7528\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728 Z.ai Code Bench \u4e0a\uff0cGLM-5.3 \u8f03 GLM-5.2 \u6709 50% \u7684\u7de8\u78bc\u63d0\u5347\u3002<\/li>\n<li>\u5728 Terminal-Bench 3.0 \u540c Agents\u2019 Last Exam (CLI) \u4e0a\uff0c\u53d6\u5f97\u958b\u6e90 SOTA \u6210\u7e3e\u3002<\/li>\n<li>\u5728 CyberGym \u4e0a\u9054\u5230 SOTA\uff0c\u6f0f\u6d1e\u767c\u73fe\u80fd\u529b\u660e\u986f\u52a0\u5f37\u3002<\/li>\n<li>\u5728 exploit benchmarks \u4e0a\uff0c\u8868\u73fe\u8d85\u904e GLM-5.2 \u4e00\u500d\u4ee5\u4e0a\u3002<\/li>\n<li>\u5b83\u652f\u63f4 1M context length \u540c 128K maximum output tokens\uff0c\u9069\u5408\u9577\u6d41\u7a0b\u4efb\u52d9\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b98\u65b9\u4ea6\u5217\u51fa\u591a\u7a2e\u80fd\u529b\uff0c\u5305\u62ec Thinking Mode\u3001streaming output\u3001function calling\u3001context caching\u3001structured output \u540c MCP\uff0c\u65b9\u4fbf\u63a5\u5165\u5916\u90e8\u5de5\u5177\u540c\u8cc7\u6599\u6e90\u3002\u5c0d\u8981\u505a\u9577\u5c0d\u8a71\u3001\u8907\u96dc\u4efb\u52d9\u7de8\u6392\uff0c\u6216\u8005\u628a\u6a21\u578b\u63a5\u5165\u73fe\u6709\u7cfb\u7d71\u5605\u4f7f\u7528\u5834\u666f\uff0c\u9019\u4e9b\u529f\u80fd\u6bd4\u55ae\u6b21\u554f\u7b54\u66f4\u6709\u5be6\u969b\u50f9\u503c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u4e2d\u63d0\u5230\uff0cGLM-5.3 \u5728 coding\u3001frontend design\u3001backend logic\u3001simulations \u540c complex app generation \u90fd\u6709\u660e\u986f\u9032\u6b65\uff1b\u5728 KingBench 3 \u4e0a\u5f97\u5206 73\/80\uff0c\u5373 91.25%\uff0c\u6392\u5230\u7b2c 1\u3002\u6574\u9ad4\u4f86\u770b\uff0c\u4f62\u66f4\u50cf\u4e00\u500b\u504f\u5411\u958b\u767c\u540c\u9632\u5b88\u7528\u9014\u7684\u5f37\u529b\u958b\u6e90\u6a21\u578b\uff0c\u800c\u5514\u4fc2\u53ea\u9760\u55ae\u4e00 benchmark \u9020\u52e2\u7684\u7248\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/docs.z.ai\/guides\/llm\/glm-5.3\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>GLM-5.3 \u628a\u91cd\u9ede\u653e\u5728\u5beb\u7a0b\u5f0f\u3001\u505a agent \u540c\u5b89\u5168\u5206\u6790\uff0c\u4e26\u6cbf\u7528 GLM-5.2 \u7684\u67b6\u69cb\u8207\u53c3\u6578\u91cf\u3002\u5b83\u540c\u6642\u5e36\u4f86\u66f4\u5f37\u7684\u958b\u767c\u8868\u73fe\u8207\u6f0f\u6d1e\u767c\u73fe\u80fd\u529b\u3002<\/p>\n","protected":false},"author":8,"featured_media":11084,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[116,137,151,146,199],"tags":[],"class_list":["post-11085","post","type-post","status-publish","format-standard","hentry","category-agentic","category-api","category-mcp","category-146","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11085","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=11085"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11085\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11084"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11085"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11085"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11085"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}