{"id":1776,"date":"2026-04-09T03:27:27","date_gmt":"2026-04-09T03:27:27","guid":{"rendered":"https:\/\/www.inforstack.com\/?p=1776"},"modified":"2026-04-09T03:27:29","modified_gmt":"2026-04-09T03:27:29","slug":"%e6%99%ba%e8%b0%b1-glm-4-7-%e5%85%a8%e9%9d%a2%e5%bc%80%e6%ba%90","status":"publish","type":"post","link":"https:\/\/www.inforstack.com\/index.php\/1776\/","title":{"rendered":"\u667a\u8c31 GLM-4.7 \u5168\u9762\u5f00\u6e90 \u2014\u2014 \u91cd\u65b0\u5b9a\u4e49 AI \u7f16\u7a0b\u4e0e\u957f\u7a0b\u63a8\u7406\u7684\u8fb9\u754c"},"content":{"rendered":"\n<p><strong>1. \u6982\u89c8\uff1a\u8fc8\u5411\u201c\u5148\u601d\u8003\uff0c\u518d\u884c\u52a8\u201d\u7684\u667a\u80fd\u65b0\u9ad8\u5ea6<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u667a\u8c31 AI \u6b63\u5f0f\u53d1\u5e03\u5e76\u5f00\u6e90\u4e86 <strong>GLM-4.7<\/strong>\u3002\u4f5c\u4e3a GLM \u7cfb\u5217\u7684\u6700\u65b0\u8fdb\u5316\u7248\uff0c\u8be5\u6a21\u578b\u4e0d\u4ec5\u5728\u53c2\u6570\u89c4\u6a21\u4e0a\u8fdb\u884c\u4e86\u4f18\u5316\uff08\u65d7\u8230\u7248\u7ea6 <strong>4000\u4ebf<\/strong>&nbsp;\u53c2\u6570\uff09\uff0c\u66f4\u5728\u5e95\u5c42\u67b6\u6784\u4e0a\u5f15\u5165\u4e86\u521b\u65b0\u7684\u201c\u601d\u8003\u6a21\u5f0f\u201d\u3002<\/p>\n\n\n\n<p>GLM-4.7 \u7684\u6838\u5fc3\u4f7f\u547d\u662f\u89e3\u51b3\u590d\u6742\u5de5\u7a0b\u4e2d\u7684<strong>\u957f\u7a0b\u4efb\u52a1\u89c4\u5212<\/strong>\u95ee\u9898\u3002\u5728 Code Arena \u5168\u7403\u76f2\u6d4b\u4e2d\uff0cGLM-4.7 \u4f4d\u5217\u5f00\u6e90\u6a21\u578b\u7b2c\u4e00\u3001\u56fd\u4ea7\u6a21\u578b\u7b2c\u4e00\uff0c\u5176\u7f16\u7a0b\u80fd\u529b\u5df2\u4e0e Claude 3.5 Sonnet \u53ca GPT-5 \u7cfb\u5217\u5904\u4e8e\u540c\u4e00\u68af\u961f\u3002<\/p>\n\n\n\n<p><strong>2. \u4e09\u5927\u6838\u5fc3\u8ba4\u77e5\u7a81\u7834 (The &#8220;Thinking&#8221; Engine)<\/strong><strong><\/strong><\/p>\n\n\n\n<p>GLM-4.7 \u5f15\u5165\u4e86\u5168\u65b0\u7684<strong>\u4e09\u6bb5\u5f0f\u601d\u8003\u673a\u5236<\/strong>\uff0c\u8ba9 AI \u5728\u5904\u7406\u590d\u6742\u903b\u8f91\u65f6\u4e0d\u518d\u201c\u76f2\u76ee\u8f93\u51fa\u201d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ea4\u66ff\u5f0f\u601d\u8003 (Interleaved Thinking)\uff1a<\/strong>\u00a0\u6a21\u578b\u5728\u7ed9\u51fa\u6700\u7ec8\u56de\u7b54\u6216\u8c03\u7528\u5de5\u5177\u524d\uff0c\u4f1a\u5148\u5728\u5185\u90e8\u8fdb\u884c\u903b\u8f91\u63a8\u6f14\u3002\u8fd9\u79cd\u201c\u60f3\u597d\u4e86\u518d\u5199\u201d\u7684\u673a\u5236\u663e\u8457\u63d0\u5347\u4e86\u6307\u4ee4\u9075\u5faa\u7684\u51c6\u786e\u6027\u3002<\/li>\n\n\n\n<li><strong>\u4fdd\u7559\u5f0f\u601d\u8003 (Preserved Thinking)\uff1a<\/strong>\u00a0\u5728\u591a\u8f6e\u5bf9\u8bdd\u548c\u590d\u6742\u7684\u7f16\u7a0b\u667a\u80fd\u4f53\uff08Agent\uff09\u573a\u666f\u4e2d\uff0c\u6a21\u578b\u80fd\u591f\u8de8\u8f6e\u6b21\u4fdd\u7559\u601d\u7ef4\u94fe\u8def\uff08Reasoning Trace\uff09\uff0c\u6709\u6548\u907f\u514d\u4e86\u5728\u957f\u6587\u672c\u5904\u7406\u4e2d\u7684\u4fe1\u606f\u4e22\u5931\u3002<\/li>\n\n\n\n<li><strong>\u8f6e\u6b21\u7ea7\u63a7\u5236 (Turn-level Thinking)\uff1a<\/strong>\u00a0\u5f00\u53d1\u8005\u53ef\u4ee5\u6839\u636e\u4efb\u52a1\u590d\u6742\u5ea6\u52a8\u6001\u8c03\u8282\u6a21\u578b\u7684\u201c\u601d\u8003\u9884\u7b97\u201d\u2014\u2014\u8f7b\u91cf\u8bf7\u6c42\u5feb\u901f\u54cd\u5e94\uff0c\u590d\u6742\u4efb\u52a1\u6df1\u5ea6\u63a8\u7406\uff0c\u4ece\u800c\u5e73\u8861\u6548\u7387\u4e0e\u6027\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>3. \u7f16\u7a0b\u4e0e\u5de5\u7a0b\u80fd\u529b\u7684\u98de\u8dc3<\/strong><strong><\/strong><\/p>\n\n\n\n<p><strong>3.1 \u7edf\u6cbb\u7ea7\u7684\u7f16\u7a0b\u57fa\u51c6\u8868\u73b0<\/strong><strong><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SWE-bench Verified\uff1a<\/strong>\u00a0\u5728\u89e3\u51b3\u771f\u5b9e GitHub Issue \u7684\u8bc4\u6d4b\u4e2d\uff0cGLM-4.7 \u53d6\u5f97\u4e86 <strong>73.8%<\/strong>\u00a0\u7684\u5cf0\u503c\u6210\u7ee9\uff0c\u5c45\u4e8e\u5f00\u6e90\u754c\u9886\u5148\u5730\u4f4d\u3002<\/li>\n\n\n\n<li><strong>LiveCodeBench\uff1a<\/strong>\u00a0\u65a9\u83b7 <strong>84.9<\/strong>\u00a0\u7684\u9ad8\u5206\uff0c\u8d85\u8d8a\u4e86\u8bf8\u591a\u540c\u4f53\u91cf\u7684\u95ed\u6e90\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>3.2 \u89c6\u89c9\u4e0e UI \u539f\u751f\u751f\u6210<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u9488\u5bf9\u524d\u7aef\u5f00\u53d1\u8005\uff0cGLM-4.7 \u7684 UI \u8fd8\u539f\u80fd\u529b\u5927\u5e45\u63d0\u5347\u3002\u5b83\u80fd\u7cbe\u51c6\u89e3\u8bfb\u8bbe\u8ba1\u7a3f\uff0c\u5e76\u751f\u6210\u7b26\u5408\u5ba1\u7f8e\u6807\u51c6\u3001\u5177\u5907 <strong>16:9 \u6bd4\u4f8b\u9002\u914d<\/strong>\uff08\u9002\u914d\u7387\u4ece 52% \u63d0\u5347\u81f3 91%\uff09\u7684 PPT \u548c\u524d\u7aef\u7ec4\u4ef6\u4ee3\u7801\u3002<\/p>\n\n\n\n<p><strong>4. \u5f3a\u5927\u7684\u5de5\u5177\u534f\u540c\u4e0e\u957f\u6587\u672c<\/strong><strong><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>200K \u8d85\u957f\u4e0a\u4e0b\u6587\uff1a<\/strong>\u00a0\u652f\u6301\u9ad8\u8fbe 202,800 \u4e2a Token \u7684\u8f93\u5165\u7a97\u53e3\uff0c\u80fd\u591f\u4e00\u6b21\u6027\u541e\u5410\u6574\u4e2a\u4e2d\u578b\u9879\u76ee\u7684\u6e90\u4ee3\u7801\u5e93\u3002<\/li>\n\n\n\n<li><strong>\u03c4\u00b2-Bench \u7a81\u7834\uff1a<\/strong>\u00a0\u5728\u590d\u6742\u7684\u5de5\u5177\u8c03\u7528\u4e0e\u667a\u80fd\u4f53\u8bc4\u6d4b\u4e2d\u83b7\u5f97 <strong>87.4<\/strong>\u00a0\u5206\uff0c\u5c55\u73b0\u4e86\u6781\u5f3a\u7684\u591a\u6b65\u4efb\u52a1\u6267\u884c\u4e0e\u7ea0\u9519\u80fd\u529b\u3002<\/li>\n\n\n\n<li><strong>HLE \u57fa\u51c6\u6d4b\u8bd5\uff1a<\/strong>\u00a0\u5728\u88ab\u79f0\u4e3a\u201c\u4eba\u7c7b\u6700\u540e\u8003\u8bd5\u201d\u7684\u786c\u6838\u63a8\u7406\u6d4b\u8bd5\u4e2d\uff0cGLM-4.7 \u8f83\u524d\u4ee3\u63d0\u5347\u4e86 <strong>41%<\/strong>\uff0c\u5728\u6570\u5b66\u903b\u8f91\u6df1\u5ea6\u4e0a\u5904\u4e8e\u5168\u7403\u7b2c\u4e00\u68af\u961f\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>5. \u5f00\u53d1\u8005\u96c6\u6210\u6307\u5357<\/strong><strong><\/strong><\/p>\n\n\n\n<p>GLM-4.7 \u73b0\u5df2\u901a\u8fc7 BigModel.cn \u63d0\u4f9b API \u670d\u52a1\uff0c\u5e76\u5b8c\u6574\u652f\u6301<strong>MCP<\/strong>\u3002<\/p>\n\n\n\n<p>Bash<\/p>\n\n\n\n<p># \u901a\u8fc7 Python SDK \u5feb\u901f\u8c03\u7528<\/p>\n\n\n\n<p>from zhipuai import ZhipuAI<\/p>\n\n\n\n<p>client = ZhipuAI(api_key=&#8221;your_api_key&#8221;)<\/p>\n\n\n\n<p>response = client.chat.completions.create(<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;model=&#8221;glm-4.7&#8243;,<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;messages=[{&#8220;role&#8221;: &#8220;user&#8221;, &#8220;content&#8221;: &#8220;\u8bf7\u5206\u6790\u8fd9\u4e2a Python \u95ed\u5305\u903b\u8f91\u7684\u6f5c\u5728\u5185\u5b58\u6cc4\u9732\u98ce\u9669&#8230;&#8221;}],<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;extra_body={&#8220;thinking_mode&#8221;: &#8220;enabled&#8221;} # \u5f00\u542f\u6df1\u5ea6\u601d\u8003\u6a21\u5f0f<\/p>\n\n\n\n<p>)<\/p>\n\n\n\n<p><strong>\u7ed3\u8bed\uff1a\u5f00\u6e90\u529b\u91cf\uff0c\u8d4b\u80fd\u6bcf\u4e00\u4e2a\u5f00\u53d1\u8005<\/strong><strong><\/strong><\/p>\n\n\n\n<p><strong>GLM-4.7<\/strong>&nbsp;\u7684\u5f00\u6e90\u4e0d\u4ec5\u4ec5\u662f\u6743\u91cd\u7684\u91ca\u653e\uff0c\u66f4\u662f\u5bf9 AI \u751f\u4ea7\u529b\u7684\u91cd\u65b0\u8d4b\u6743\u3002\u901a\u8fc7\u66f4\u7b80\u6d01\u3001\u66f4\u667a\u80fd\u4e14\u66f4\u5177\u201c\u4eba\u60c5\u5473\u201d\u7684\u4ea4\u4e92\u4f53\u9a8c\uff0c\u5b83\u6b63\u5728\u5c06 AI \u8f85\u52a9\u7f16\u7a0b\u4ece\u7b80\u5355\u7684\u201c\u4ee3\u7801\u8865\u5168\u201d\u63a8\u5411\u771f\u6b63\u7684\u201c\u81ea\u4e3b\u5de5\u7a0b\u534f\u4f5c\u201d\u3002<\/p>\n\n\n\n<p><strong>\u76f8\u5173\u8d44\u6e90<\/strong><strong><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>HuggingFace \u4ed3\u5e93\uff1a<\/strong>\u00a0<a href=\"https:\/\/www.google.com\/search?q=https:\/\/huggingface.co\/THUDM\/glm-4.7\"><u>THUDM\/glm-4.7<\/u><\/a><\/li>\n\n\n\n<li><strong>\u5b98\u65b9\u5b9e\u6d4b\u89c6\u9891\uff1a<\/strong>\u00a0<a href=\"https:\/\/www.aivi.fyi\/llms\/introduce-GLM-4.7\"><u>GLM-4.7 \u7f16\u7a0b\u4e0e UI \u8fd8\u539f\u80fd\u529b\u6df1\u5ea6\u8bc4\u6d4b<\/u><\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>\u6280\u672f\u8d34\u58eb\uff1a<\/strong>&nbsp;\u5728\u5904\u7406\u9ad8\u96be\u5ea6\u6570\u5b66\u6216\u590d\u6742\u7b97\u6cd5\u9898\u65f6\uff0c\u8bf7\u52a1\u5fc5\u5728 API \u53c2\u6570\u4e2d\u5f00\u542f reasoning_mode\u3002\u867d\u7136\u8fd9\u4f1a\u7565\u5fae\u589e\u52a0\u9996\u5b57\u54cd\u5e94\u65f6\u95f4\uff08TTFT\uff09\uff0c\u4f46\u80fd\u663e\u8457\u63d0\u5347\u6700\u7ec8\u7b54\u6848\u7684\u903b\u8f91\u4e25\u5bc6\u6027\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \u6982\u89c8\uff1a\u8fc8\u5411\u201c\u5148\u601d\u8003\uff0c\u518d\u884c\u52a8\u201d\u7684\u667a\u80fd\u65b0\u9ad8\u5ea6 \u667a\u8c31 AI \u6b63\u5f0f\u53d1\u5e03\u5e76\u5f00\u6e90\u4e86 GLM-4.7\u3002\u4f5c\u4e3a GLM \u7cfb [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[23,1],"tags":[97,95,56,96,98,99],"class_list":["post-1776","post","type-post","status-publish","format-standard","hentry","category-23","category-1","tag-ai","tag-chromeextension","tag-claudecode","tag-web","tag-98","tag-99"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u667a\u8c31 GLM-4.7 \u5168\u9762\u5f00\u6e90 \u2014\u2014 \u91cd\u65b0\u5b9a\u4e49 AI \u7f16\u7a0b\u4e0e\u957f\u7a0b\u63a8\u7406\u7684\u8fb9\u754c \u4e0a\u6d77\u4e45\u6e5b\u4fe1\u606f\u79d1\u6280\u6709\u9650\u516c\u53f8<\/title>\n<meta name=\"description\" content=\"\u4e45\u6e5b,inforstack,\u4e0a\u6d77\u4e45\u6e5b,\u4e45\u6e5b\u79d1\u6280,\u5927\u6570\u636e\u5e94\u7528\u5e73\u53f0,\u751f\u6210\u5f0fBI,\u8d44\u4ea7\u8bc4\u7ea7,\u52a8\u7269\u623f\u7cfb\u7edf,\u5927\u8bed\u8a00\u6a21\u578b,\u673a\u5668\u5b66\u4e60,\u7535\u5b50\u5b9e\u9a8c\u8bb0\u5f55\u672c,ELN,IDBS,XLFIT,EWORKBOOK,\u667a\u8c31 GLM-4.7 \u5168\u9762\u5f00\u6e90\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.inforstack.com\/index.php\/1776\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u667a\u8c31 GLM-4.7 \u5168\u9762\u5f00\u6e90 \u2014\u2014 \u91cd\u65b0\u5b9a\u4e49 AI \u7f16\u7a0b\u4e0e\u957f\u7a0b\u63a8\u7406\u7684\u8fb9\u754c \u4e0a\u6d77\u4e45\u6e5b\u4fe1\u606f\u79d1\u6280\u6709\u9650\u516c\u53f8\" \/>\n<meta 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