{"id":41030,"date":"2026-05-30T04:06:55","date_gmt":"2026-05-29T20:06:55","guid":{"rendered":"https:\/\/17aitech.com\/?p=41030"},"modified":"2026-05-30T04:06:55","modified_gmt":"2026-05-29T20:06:55","slug":"1b-%e5%8f%82%e6%95%b0%e8%b7%91%e5%87%ba-2b-%e6%80%a7%e8%83%bd%ef%bc%9f%e9%9d%a2%e5%a3%81-minicpm5-1b-%e7%94%a8-ai-%e8%87%aa%e8%bf%9b%e5%8c%96%ef%bc%8c%e6%8f%90%e9%80%9f-agi-%e8%bf%9b%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=41030","title":{"rendered":"1B \u53c2\u6570\u8dd1\u51fa 2B \u6027\u80fd\uff1f\u9762\u58c1 MiniCPM5-1B \u7528 AI \u81ea\u8fdb\u5316\uff0c\u63d0\u901f AGI \u8fdb\u7a0b"},"content":{"rendered":"<section style=\"text-align: center;margin: 0px 16px;line-height: 1.75em;display: block\" data-mpa-action-id=\"mmiwq6ij1i3r\" data-pm-slice=\"0 0 []\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-72a2e32cad728789c51997f7b36e1acd.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-72a2e32cad728789c51997f7b36e1acd.jpeg\"><\/a><\/section>\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mmix4tgk1t7p\" data-pm-slice=\"5 10 []\" style=\"padding-left: 16px;padding-right: 16px\">\n<section style=\"width: 100%;display: flex;justify-content: center;align-items: center;padding: 0px\" data-mid=\"\">\n<section style=\"width: 100%;padding-left: 0px;padding-right: 0px\" data-mid=\"\">\n<section style=\"width: 100%;padding: 20px 0px 12px;margin-top: 0px;margin-bottom: 0px\" data-mid=\"\" data-mpa-action-id=\"mm0fhbur236d\" data-pm-slice=\"0 0 []\">\n<section style=\"text-align: center\">\n<section>\n<section style=\"text-align: justify;margin: 0px 8px\"><span style=\"font-family: Arial, Helvetica, sans-serif;font-size: 15px;font-weight: bold;letter-spacing: 0.5px\"><span data-mpa-action-id=\"mmix6wyl1l05\" data-pm-slice=\"0 0 []\"><span>AI\u201c\u81ea\u9020\u201d\u65f6\u4ee3\u5f00\u542f\uff0c\u7aef\u4fa7\u7b97\u529b\u8fce\u6765\u201c\u5de5\u4e1a\u6bcd\u673a\u201d\u3002<\/span><\/span><\/span><\/section>\n<p><span data-lark-record-data=\"{&quot;rootId&quot;:&quot;D3w3d51iZoD9E0xuX5AcXJOHnwf&quot;,&quot;text&quot;:{&quot;initialAttributedTexts&quot;:{&quot;text&quot;:{&quot;0&quot;:&quot;AI\u201c\u81ea\u9020\u201d\u65f6\u4ee3\u5f00\u542f\uff0c\u7aef\u4fa7\u7b97\u529b\u8fce\u6765\u201c\u5de5\u4e1a\u6bcd\u673a\u201d&quot;},&quot;attribs&quot;:{&quot;0&quot;:&quot;*0+n&quot;}},&quot;apool&quot;:{&quot;numToAttrib&quot;:{&quot;0&quot;:[&quot;author&quot;,&quot;7631026351931133116&quot;]},&quot;nextNum&quot;:1}},&quot;type&quot;:&quot;text&quot;,&quot;referenceRecordMap&quot;:{},&quot;extra&quot;:{&quot;channel&quot;:&quot;saas&quot;,&quot;isEqualBlockSelection&quot;:false,&quot;pasteRandomId&quot;:&quot;cd15fabb-8367-4a11-bde1-ba4ab46d6e7e&quot;,&quot;mention_page_title&quot;:{},&quot;external_mention_url&quot;:{}},&quot;isKeepQuoteContainer&quot;:false,&quot;isFromCode&quot;:false,&quot;selection&quot;:[{&quot;id&quot;:13,&quot;type&quot;:&quot;text&quot;,&quot;selection&quot;:{&quot;start&quot;:3,&quot;end&quot;:26},&quot;recordId&quot;:&quot;doxcnXhI52t5l4ZD6W3ebjcXDh4&quot;}],&quot;payloadMap&quot;:{},&quot;isCut&quot;:false}\" data-lark-record-format=\"docx\/text\"><\/span><span data-mpa-action-id=\"molcaken8jj\"><\/span><span data-mpa-action-id=\"mol9hhvybks\"><\/span><span data-lark-record-data=\"{&quot;rootId&quot;:&quot;LTBBdo204osGV4xLEGick5mHnFf&quot;,&quot;text&quot;:{&quot;initialAttributedTexts&quot;:{&quot;text&quot;:{&quot;0&quot;:&quot;\u4e00\u4e2a\u6a21\u578b\u628a\u6d3b\u5168\u5e72\u4e00\u904d\uff0c\u673a\u5668\u4eba\u7684\u201c\u5927\u8111\u201d\u80fd\u529b\u5df2\u7ecf\u5230\u8fd9\u79cd\u7a0b\u5ea6\u4e86\uff1f&quot;},&quot;attribs&quot;:{&quot;0&quot;:&quot;*0*1+u&quot;}},&quot;apool&quot;:{&quot;numToAttrib&quot;:{&quot;0&quot;:[&quot;author&quot;,&quot;7538706056718925852&quot;],&quot;1&quot;:[&quot;bold&quot;,&quot;true&quot;]},&quot;nextNum&quot;:2}},&quot;type&quot;:&quot;ordered&quot;,&quot;referenceRecordMap&quot;:{},&quot;extra&quot;:{&quot;channel&quot;:&quot;saas&quot;,&quot;isEqualBlockSelection&quot;:true,&quot;pasteRandomId&quot;:&quot;252ee198-4570-4f10-a95a-08e7ec496237&quot;,&quot;mention_page_title&quot;:{},&quot;external_mention_url&quot;:{}},&quot;isKeepQuoteContainer&quot;:false,&quot;isFromCode&quot;:false,&quot;selection&quot;:[{&quot;id&quot;:11,&quot;type&quot;:&quot;text&quot;,&quot;selection&quot;:{&quot;start&quot;:0,&quot;end&quot;:30},&quot;recordId&quot;:&quot;GwLVdT7fnoWd3GxX1O1c8zRTn4b&quot;}],&quot;payloadMap&quot;:{},&quot;isCut&quot;:false}\" data-lark-record-format=\"docx\/text\"><\/span><\/p>\n<section style=\"text-align: justify;margin: 0px 8px\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<p><span data-lark-record-data=\"{&quot;rootId&quot;:&quot;XVkTdFgTjoSOOfx0zV4cRv7nnDg&quot;,&quot;text&quot;:{&quot;initialAttributedTexts&quot;:{&quot;text&quot;:{&quot;0&quot;:&quot;\u8d1d\u5854\u65e0\u9650\u5c06\u7784\u51c6\u4e07\u4ebf\u6d88\u8d39\u7ea7\u673a\u5668\u4eba\u84dd\u6d77\u5e02\u573a\u3002&quot;},&quot;attribs&quot;:{&quot;0&quot;:&quot;*0+k&quot;}},&quot;apool&quot;:{&quot;numToAttrib&quot;:{&quot;0&quot;:[&quot;author&quot;,&quot;7066985350417170460&quot;]},&quot;nextNum&quot;:1}},&quot;type&quot;:&quot;text&quot;,&quot;referenceRecordMap&quot;:{},&quot;extra&quot;:{&quot;channel&quot;:&quot;saas&quot;,&quot;isEqualBlockSelection&quot;:false,&quot;pasteRandomId&quot;:&quot;d4121fb1-0735-411e-82ac-5446e497d0c2&quot;,&quot;mention_page_title&quot;:{},&quot;external_mention_url&quot;:{}},&quot;isKeepQuoteContainer&quot;:false,&quot;isFromCode&quot;:false,&quot;selection&quot;:[{&quot;id&quot;:6,&quot;type&quot;:&quot;text&quot;,&quot;selection&quot;:{&quot;start&quot;:3,&quot;end&quot;:23},&quot;recordId&quot;:&quot;M0FfdVGsRo1taCx2dVBcUm9SnFc&quot;}],&quot;payloadMap&quot;:{},&quot;isCut&quot;:false}\" data-lark-record-format=\"docx\/text\"><\/span><span data-lark-record-data=\"{&quot;rootId&quot;:&quot;HyUOdX3GEoRVXdxcfUfcPgCFn8K&quot;,&quot;text&quot;:{&quot;initialAttributedTexts&quot;:{&quot;text&quot;:{&quot;0&quot;:&quot;26\u5e74\u4e4b\u4e8e\u5177\u8eab\u667a\u80fd\uff0c\u5c31\u662f23\u5e74\u4e4b\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u3002&quot;},&quot;attribs&quot;:{&quot;0&quot;:&quot;*0+n&quot;}},&quot;apool&quot;:{&quot;numToAttrib&quot;:{&quot;0&quot;:[&quot;author&quot;,&quot;7066985350417170460&quot;]},&quot;nextNum&quot;:1}},&quot;type&quot;:&quot;text&quot;,&quot;referenceRecordMap&quot;:{},&quot;extra&quot;:{&quot;channel&quot;:&quot;saas&quot;,&quot;isEqualBlockSelection&quot;:false,&quot;pasteRandomId&quot;:&quot;223a8d9b-7e7d-40d4-b910-244b8b09367a&quot;,&quot;mention_page_title&quot;:{},&quot;external_mention_url&quot;:{}},&quot;isKeepQuoteContainer&quot;:false,&quot;isFromCode&quot;:false,&quot;selection&quot;:[{&quot;id&quot;:2,&quot;type&quot;:&quot;text&quot;,&quot;selection&quot;:{&quot;start&quot;:4,&quot;end&quot;:27},&quot;recordId&quot;:&quot;JtD7dqrTZoMV7dxZYXYcEJOSn9e&quot;}],&quot;payloadMap&quot;:{},&quot;isCut&quot;:false}\" data-lark-record-format=\"docx\/text\"><\/span><span data-mpa-action-id=\"mkwc1mygyhi\"><\/span><span data-mpa-action-id=\"mkqn0kmf15uo\"><\/span><\/p>\n<p style=\"font-size: 14px;line-height: 25px;margin-bottom: 0px;margin-top: 0px\" data-mid=\"\"><span style=\"font-family: Arial, Helvetica, sans-serif\"><span style=\"color: #888888;font-weight: normal\">\u00a0 \u00a0 \u4f5c\u8005\u4e28\u9ad8\u5141\u6bc5<\/span><\/span><strong style=\"margin-right: 0px;margin-left: 0px;padding: 0px;font-weight: bolder;max-width: 100%;letter-spacing: 0.544px;font-size: 14px;font-family: Optima-Regular, PingFangTC-light\"><span style=\"margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.5px\"><strong style=\"margin-right: 0px;margin-left: 0px;padding: 0px;font-weight: bolder;max-width: 100%;letter-spacing: 0.544px;font-size: 14px\"><span data-pm-slice=\"2 2 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px 16px;padding: 0px;outline: 0px;max-width: 100%;clear: both;min-height: 1em;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);line-height: normal;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;&quot;,&quot;data-pm-slice&quot;:&quot;0 0 []&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;strong&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin-top: 0px;margin-bottom: 0px;padding: 0px;outline: 0px;font-weight: bolder;max-width: 100%;letter-spacing: 0.544px;font-size: 14px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.5px\"><span style=\"margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/strong><\/span><\/strong><\/p>\n<p style=\"font-size: 14px;line-height: 25px;margin-bottom: 0px;margin-top: 0px\" data-mid=\"\"><span style=\"font-family: Optima-Regular, PingFangTC-light\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;data-mpa-template&quot;:&quot;t&quot;,&quot;mpa-data-temp-power-by&quot;:&quot;yiban.io&quot;,&quot;mpa-data-temp-type&quot;:&quot;image&quot;,&quot;mpa-from-tpl&quot;:&quot;t&quot;,&quot;data-mpa-action-id&quot;:&quot;mbgaxk84ewm&quot;,&quot;data-pm-slice&quot;:&quot;5 1 []&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;width: 100%;display: flex;justify-content: center;align-items: center;padding: 0px 14px 0px 14px;&quot;,&quot;data-mid&quot;:&quot;&quot;,&quot;mpa-from-tpl&quot;:&quot;t&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;width: 100%;&quot;,&quot;data-mid&quot;:&quot;&quot;,&quot;mpa-from-tpl&quot;:&quot;t&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;width: 100%;background: #F6F8FF;padding: 20px 12px 12px 12px;&quot;,&quot;data-mid&quot;:&quot;&quot;,&quot;mpa-from-tpl&quot;:&quot;t&quot;,&quot;data-mpa-action-id&quot;:&quot;mbgdp4b11wn2&quot;,&quot;data-pm-slice&quot;:&quot;0 0 []&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;yb-mpa-mark&quot;:&quot;mark-main-text&quot;,&quot;style&quot;:&quot;font-size: 14px;color: #000000;line-height: 25px;word-break: break-word;&quot;,&quot;data-mid&quot;:&quot;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><span style=\"color: #888888;font-weight: normal;font-family: Arial, Helvetica, sans-serif\"><span>\u00a0 \u00a0 \u7f16\u8f91\u4e28\u5c91\u5cf0 \u9a6c\u6653\u5b81<\/span><\/span><\/span><\/p>\n<p style=\"font-size: 14px;line-height: 25px;text-align: right;margin: 0px 16px\" data-mid=\"\"><strong style=\"padding: 0px;font-weight: bolder;max-width: 100%;letter-spacing: 0.544px;font-size: 14px;font-family: Optima-Regular, PingFangTC-light\" data-mpa-action-id=\"mc1ad7ht254l\"><strong style=\"padding: 0px;font-weight: bolder;max-width: 100%;letter-spacing: 0.544px;font-size: 14px\"><span data-pm-slice=\"2 2 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px 16px;padding: 0px;outline: 0px;max-width: 100%;clear: both;min-height: 1em;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);line-height: normal;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;&quot;,&quot;data-pm-slice&quot;:&quot;0 0 []&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;strong&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin-top: 0px;margin-bottom: 0px;padding: 0px;outline: 0px;font-weight: bolder;max-width: 100%;letter-spacing: 0.544px;font-size: 14px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"padding: 0px;max-width: 100%;letter-spacing: 0.5px\"><span>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/span><\/span><\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p data-pm-slice=\"0 0 []\" style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px;font-family: Arial, Helvetica, sans-serif\">\u5728\u4e07\u4ebf\u53c2\u6570\u7684\u519b\u5907\u7ade\u8d5b\u4e2d\uff0c\u5168\u7403 AI \u884c\u4e1a\u6b63\u9677\u5165\u7b97\u529b\u53d7\u5236\u3001\u9ad8\u8d28\u91cf\u6570\u636e\u67af\u7aed\u3001\u7535\u529b\u6210\u672c\u98d9\u5347\u7684\u8d44\u6e90\u6d88\u8017\u6218\u3002\u5f53\u5317\u7f8e\u5de8\u5934\u4eec\u65a5\u8d44\u6570\u5341\u4ebf\u7f8e\u5143\u72c2\u8d4c\u8d85\u7b97\u4e2d\u5fc3\u65f6\uff0c\u4e2d\u56fd\u7684\u4e00\u652f AI \u201c\u7279\u79cd\u90e8\u961f\u201d\u6b63\u7ed5\u5f00\u7269\u7406\u74f6\u9888\uff0c\u5207\u5165\u53e6\u4e00\u6761\u51b3\u5b9a\u80dc\u8d1f\u7684\u5c94\u8def\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px;font-family: Arial, Helvetica, sans-serif\" data-mpa-action-id=\"mplzwcbcrjm\" data-pm-slice=\"0 0 []\"><span>\u5728\u8d44\u6e90\u6709\u9650\u7684\u80cc\u666f\u4e0b\uff0c\u60f3\u8ba9\u5927\u6a21\u578b\u7684\u80fd\u529b\u7ee7\u7eed\u72c2\u98d9\uff0c\u552f\u4e00\u7684\u89e3\u6cd5\u5c31\u662f\u4ece\u5e95\u5c42\u6539\u53d8\u7814\u53d1\u6a21\u5f0f\uff0c\u5927\u5e45\u538b\u7f29\u6bcf\u4e00\u4ee3\u6a21\u578b\u7684\u8fed\u4ee3\u6210\u672c\u4e0e\u5468\u671f\u3002<\/span><span style=\"font-weight: bold\"><span>\u57fa\u4e8e\u8fd9\u4e00\u5171\u8bc6\uff0c\u201cAI \u5236\u9020 AI\u201d\u7684\u6280\u672f\u8def\u5f84\u5e94\u8fd0\u800c\u751f\u3002<\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px;font-family: Arial, Helvetica, sans-serif\">\u9762\u58c1\u667a\u80fd\u53d1\u73b0\uff0c\u5927\u6a21\u578b\u8fdb\u5316\u901f\u5ea6\uff0c\u6b63\u9762\u4e34\u4e00\u4e2a\u9690\u5f62\u7684\u5929\u82b1\u677f\uff0c\u5373\u201c\u78b3\u57fa\u7a0b\u5e8f\u5458\u201d\u624b\u5199\u4ee3\u7801\u7684\u751f\u7406\u6781\u9650\u3002\u5982\u679c\u5e95\u5c42\u7684\u8bad\u7ec3\u6846\u67b6\u6301\u7eed\u4f9d\u8d56\u4eba\u5de5\u8fed\u4ee3\uff0c\u667a\u80fd\u7684\u8fdb\u5316\u901f\u5ea6\u5c31\u4f1a\u88ab\u6c38\u8fdc\u9501\u6b7b\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px;font-family: Arial, Helvetica, sans-serif\">\u6b63\u5982 AI \u5927\u795e Andrej Karpathy \u63d0\u51fa\u7684\u201c\u81ea\u52a8\u7814\u7a76\u5458\u201d\u8bbe\u60f3\uff0c\u884c\u4e1a\u7684\u5e95\u5c42\u5171\u8bc6\u6b63\u5728\u53d1\u751f\u6839\u672c\u6027\u8f6c\u79fb\uff1a\u7834\u5c40\u7684\u5173\u952e\u4e0d\u518d\u662f\u76f2\u76ee\u5806\u780c\u7b97\u529b\uff0c\u800c\u662f\u8ba9 AI \u63a5\u7ba1\u7f16\u7801\uff0c\u6fc0\u6d3b\u201c\u9012\u5f52\u81ea\u6211\u6539\u8fdb\u201d\u7684\u901f\u7387\u7206\u53d1\u3002\u4e00\u65e6\u201cAI \u7814\u53d1 AI \u7684\u901f\u5ea6\u201d\u8d85\u8d8a\u4e86\u201c\u4eba\u7c7b\u7814\u53d1 AI \u7684\u901f\u5ea6\u201d\uff0c\u4eba\u7c7b\u8ddd\u79bb AGI \u7684\u65f6\u95f4\u5c06\u88ab\u5927\u5e45\u7f29\u77ed\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px;font-family: Arial, Helvetica, sans-serif\">2026\u5e745\u670825\u65e5\uff0c\u9762\u58c1\u667a\u80fd\u6b63\u5f0f\u4ea4\u51fa\u7b54\u5377\u2014\u2014<span style=\"font-weight: bold\">\u5168\u7403\u9996\u4e2a\u7531\u201cAI\u521b\u9020AI\u201d\u5b55\u80b2\u800c\u751f\u7684\u57fa\u5ea7\u6a21\u578bMiniCPM5-1B\u9707\u64bc\u53d1\u5e03\u3002<\/span><\/span><\/p>\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mplzbi4t1bps\">\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mba8mvlk1t2b\">\n<section style=\"width: 100%;display: flex;justify-content: center;align-items: center;padding: 0px 14px 0px 14px\" data-mid=\"\">\n<section style=\"display: flex;justify-content: flex-start;align-items: center;flex-direction: column\" data-mid=\"\">\n<section style=\"width: 38px;height: 38px;display: flex;justify-content: center;align-items: center;margin-bottom: -38px;margin-left: -20px\" data-mid=\"\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-8c9e305a9c47bae3fab9f3f77963d645.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-8c9e305a9c47bae3fab9f3f77963d645.gif\"><\/a><\/section>\n<section style=\"text-align: center\" data-mid=\"\">\n<p style=\"font-size: 36px;color: #333333;line-height: 50px\" data-mid=\"\"><strong data-mid=\"\"><span>01<\/span><span><br \/><\/span><\/strong><\/p>\n<h2 data-pm-slice=\"0 0 []\"><span><br \/><\/span><\/h2>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" 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href=\"https:\/\/17aitech.com\/?p=41030\/#%E6%A8%A1%E5%9E%8B%E3%80%81%E6%A1%86%E6%9E%B6%E3%80%81%E6%95%B0%E6%8D%AE%EF%BC%9A%E9%9D%A2%E5%A3%81AI%E8%87%AA%E8%BF%9B%E5%8C%96%E8%8C%83%E5%BC%8F%E4%B8%89%E9%A9%BE%E9%A9%AC%E8%BD%A6\" >\u6a21\u578b\u3001\u6846\u67b6\u3001\u6570\u636e\uff1a\u9762\u58c1AI\u81ea\u8fdb\u5316\u8303\u5f0f\u4e09\u9a7e\u9a6c\u8f66<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=41030\/#%E9%87%8D%E5%A1%91%E5%9B%BD%E4%BA%A7%E7%AE%97%E5%8A%9B%E7%9A%84%E5%BA%95%E5%B1%82%E8%BD%AF%E4%BB%B6%E6%A0%88\" >\u91cd\u5851\u56fd\u4ea7\u7b97\u529b\u7684\u5e95\u5c42\u8f6f\u4ef6\u6808<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=41030\/#%E2%80%9C%E7%AB%AF%E4%BE%A7%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%BC%80%E6%BA%90%E7%8A%B6%E5%85%83%E2%80%9D%E7%9A%84%E5%9D%9A%E6%8C%81\" >\u201c\u7aef\u4fa7\u5927\u6a21\u578b\u5f00\u6e90\u72b6\u5143\u201d\u7684\u575a\u6301<\/a><\/li><\/ul><\/nav><\/div>\n<h2 data-pm-slice=\"0 0 []\"><span class=\"ez-toc-section\" id=\"MiniCPM5-1B%E7%9A%84%E8%B6%8A%E7%BA%A7%E6%80%A7%E8%83%BD%E4%B8%8E%E7%AB%AF%E4%BE%A7%E9%9D%A9%E5%91%BD\"><\/span><strong data-mid=\"\"><strong style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;font-size: 18px;line-height: 25px;font-weight: bold;font-family: Optima-Regular, PingFangTC-light\"><strong style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;line-height: 25px;font-weight: bold;font-family: Arial, Helvetica, sans-serif;font-size: 18px\"><span style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;color: #333333;line-height: 25px;font-weight: bold;font-family: Arial, Helvetica, sans-serif;font-size: 18px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: justify; margin: 16px 16px 24px; line-height: 1.75em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;strong&quot;,&quot;attributes&quot;:{&quot;style&quot;:null},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\">MiniCPM5-1B\u7684\u8d8a\u7ea7\u6027\u80fd\u4e0e\u7aef\u4fa7\u9769\u547d<\/span><span><br \/><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u4f5c\u4e3a\u201cAI \u521b\u9020 AI\u201d\u7684\u65f6\u4ee3\u9996\u4f5c\uff0cMiniCPM5-1B\u4e00\u767b\u573a\uff0c\u5c31\u8ba9\u4eba\u773c\u524d\u4e00\u4eae\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><strong><span style=\"font-size: 15px\">\u9996\u5148\u662f\u582a\u6bd4\u884c\u4e1a\u6807\u6746\u7684\u201c\u8d8a\u7ea7\u6027\u80fd\u201d\u3002\u00a0<\/span><\/strong><span style=\"font-size: 15px\">\u4f5c\u4e3a\u4e00\u6b3e\u53c2\u6570\u91cf\u6781\u5c0f\u7684 1B\u6a21\u578b\uff0c\u5b83\u5728\u7efc\u5408\u77e5\u8bc6\u50a8\u5907\u3001\u903b\u8f91\u63a8\u7406\u4e0e\u5de5\u5177\u8c03\u7528\u7b49\u957f\u677f\u80fd\u529b\u4e0a\uff0c\u5c55\u73b0\u51fa\u4e86\u6781\u9ad8\u7684\u53c2\u6570\u5229\u7528\u7387\u3002\u5728\u56fd\u9645\u6743\u5a01\u7b2c\u4e09\u65b9\u8bc4\u6d4b\u673a\u6784Artificial Analysis (AA) \u6700\u65b0\u53d1\u5e03\u7684\u699c\u5355\u4e2d\uff0c<span style=\"font-weight: bold\">MiniCPM5-1B\u7efc\u5408\u5206\u4f4d\u5217\u300c\u5c0f\u5c3a\u5bf8\u6a21\u578b\u300d\u699c\u5355\u7b2c\u4e00\uff0c\u6210\u4e3a\u4e86\u5168\u7403 2B \u53c2\u6570\u89c4\u6a21\u4ee5\u5185\u6700\u5f3a\u7684\u5f00\u6e90\u57fa\u5ea7\u6a21\u578b\u3002<\/span><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u8fd9\u4e00\u8de8\u4ee3\u7ea7\u7684\u6027\u80fd\u98de\u8dc3\uff0c\u5728\u5bf9\u6bd4\u4e2d\u5c24\u4e3a\u663e\u8457\uff0c\u5b83\u4ec5\u51ed\u4e00\u534a\u7684\u53c2\u6570\u91cf\uff0c\u4fbf\u8d85\u8d8a\u4e86 3 \u4e2a\u6708\u524d\u7684\u4e3b\u6d41 2B \u7ea7\u522b\u6a21\u578b\uff0c\u7528\u4e8b\u5b9e\u6709\u529b\u5730\u9a8c\u8bc1\u4e86\u9762\u58c1\u201c\u667a\u80fd\u5bc6\u5ea6\u7ea6\u6bcf 3.5 \u4e2a\u6708\u7ffb\u4e00\u756a\u201d\u7684\u884c\u4e1a\u5b9a\u5f8b\u3002<\/span><\/p>\n<section style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-56e109c41577725946a3165943be90fa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-56e109c41577725946a3165943be90fa.png\"><\/a><\/section>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><span style=\"color: #888888\">\u56fe\u6ce8\uff1aMiniCPM5-1B\u5728Artificial Analysis \u667a\u80fd\u6307\u6570\u8f7b\u91cf\u7ea7\u5927\u6a21\u578b\u6027\u80fd\u6392\u884c\u7b2c\u4e00<\/span><\/span><\/p>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><br \/><\/span><\/p>\n<section style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-f36b707a1061f034c0f33f44d8d6279f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-f36b707a1061f034c0f33f44d8d6279f.png\"><\/a><\/section>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><span style=\"color: #888888\">\u56fe\u6ce8\uff1aMiniCPM5-1B\u5728 Artificial Analysis \u201c\u6a21\u578b\u667a\u80fd\u4e0e\u8f93\u51fa Token \u6d88\u8017\u91cf\u201d\u5bf9\u6bd4\u56fe<\/span><\/span><\/p>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><br \/><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5728\u8861\u91cf\u201c\u5965\u8d5b\u7ea7\u201d\u4ee3\u7801\u80fd\u529b\u7684 LCB-Pro 25Q2 (Easy) \u6d4b\u8bc4\u4e2d\uff0c\u5b83\u4ee5 22.68 \u7684\u9ad8\u5206\u9065\u9065\u9886\u5148\uff0c\u800c\u5728\u5965\u6797\u5339\u514b\u7ade\u8d5b\u7ea7\u6570\u5b66\u63a8\u7406\u6d4b\u8bd5 AIME-2025\/2026 \u4e2d\uff0c\u5b83\u540c\u6837\u65a9\u83b7\u4e86 40.42 \u7684\u9ad8\u5206\u3002<\/span><\/p>\n<section style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span><span style=\"color: #888888\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-2043901cc4c65011411729c39d306197.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-2043901cc4c65011411729c39d306197.png\"><\/a><\/span><\/span><\/section>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><span style=\"color: #888888\">\u56fe\u6ce8\uff1aMiniCPM5-1B\u4e0e\u540c\u4f53\u91cf\u6a21\u578b\u8bc4\u6d4b\u7ed3\u679c\u5bf9\u6bd4\u56fe<\/span><\/span><\/p>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><br \/><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><strong><span style=\"font-size: 15px\">\u5176\u6b21\uff0c\u662f\u91ca\u653e\u5e94\u7528\u6f5c\u80fd\u7684\u201c\u6781\u81f4\u538b\u7f29\u6bd4\u201d\u3002<\/span><\/strong><span style=\"font-size: 15px\">\u4e0e\u4e91\u7aef\u90a3\u4e9b\u52a8\u8f84\u9700\u8981\u5343\u5361\u96c6\u7fa4\u652f\u6491\u3001\u9ad8\u4e0d\u53ef\u6500\u7684API\u4e0d\u540c\uff0cMiniCPM5-1B\u5929\u751f\u5177\u5907\u6781\u5f3a\u7684\u201c\u751f\u5b58\u80fd\u529b\u201d\uff0c\u652f\u6301 CPU \u548c\u6d4f\u89c8\u5668\u8fd0\u884c\uff0c\u65e5\u5e38\u8bbe\u5907\u90fd\u80fd\u8f7b\u677e\u9a7e\u9a6d\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5728 FP16 \u9ad8\u7cbe\u5ea6\u4e0b\uff0c\u5b83\u4ec5\u5360\u7ea6 2GB \u5185\u5b58\uff1b\u800c\u5728\u6781\u9650\u7684 INT4\/Q4 \u91cf\u5316\u4e0b\uff0c\u66f4\u662f\u88ab\u538b\u7f29\u81f3\u60ca\u4eba\u7684 0.5GB\u4e14\u51e0\u4e4e\u65e0\u635f\u3002<\/span><\/p>\n<section style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span><span style=\"color: #888888\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-ab506a2b39b7c14ea0ee3585daf21d94.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-ab506a2b39b7c14ea0ee3585daf21d94.png\"><\/a><\/span><\/span><\/section>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><span style=\"color: #888888\">\u56fe\u6ce8\uff1aMiniCPM5-1B\u5728\u4e0d\u540c\u7cbe\u5ea6\u4e0b\u7684\u6743\u91cd\u4f53\u79ef\u4e0e\u63a8\u8350\u90e8\u7f72\u573a\u666f<\/span><\/span><\/p>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><br \/><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u8fd9\u6781\u5927\u964d\u4f4e\u4e86\u5f00\u53d1\u8005\u7684\u90e8\u7f72\u95e8\u69db<\/span><span style=\"text-align: justify;font-size: 15px\">\uff0c\u8ba9\u201c\u4eba\u4eba\u62e5\u6709\u4e00\u4e2a\u806a\u660e\u7684\u8d5b\u535a\u684c\u5ba0\u201d\u4e0e\u7aef\u4fa7\u5168\u80fd\u52a9\u624b\u6210\u4e3a\u73b0\u5b9e\u3002<\/span><\/p>\n<section style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><\/section>\n<p style=\"text-align: center;margin: 0px 16px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><span style=\"color: #888888\">\u56fe\u6ce8\uff1aMiniCPM5-1B\u843d\u5730\u7aef\u4fa7\u5e94\u7528\uff0c\u4f4e\u8f7d\u3001\u5e38\u9a7b\u201c\u8d5b\u535a\u684c\u5ba0\u201d\u6f14\u793a<\/span><\/span><\/p>\n<p style=\"text-align: center;margin: 0px 16px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><span style=\"color: #888888\">\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/OpenBMB\/MiniCPM-Desk-Pet<\/span><\/span><\/p>\n<p style=\"text-align: center;margin: 0px 16px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><span style=\"color: #888888\">\uff08\u672c\u9879\u76ee\u57fa\u4e8eclawd-on-desk\u9879\u76ee\u4e8c\u6b21\u5f00\u53d1\uff09<\/span><\/span><\/p>\n<p style=\"text-align: center;margin: 0px 16px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><br \/><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><strong><span style=\"font-size: 15px\">\u6700\u540e\uff0c\u662f\u6a21\u578b\u8868\u73b0\u51fa\u7684\u5747\u8861\u80fd\u529b\u3002<\/span><\/strong><span style=\"font-size: 15px\">\u5728\u4e0e\u540c\u7b49\u4f53\u91cf\u7684\u6a21\u578b\u5bf9\u6bd4\u4e2d\uff0cMiniCPM5-1B\u5728\u4e03\u4e2a\u8bc4\u4f30\u7ef4\u5ea6\u4e2d\u540d\u5217\u524d\u8305\uff0c\u5c55\u73b0\u4e86\u201c\u516d\u8fb9\u5f62\u6218\u58eb\u201d\u822c\u7684\u6574\u4f53\u5b9e\u529b\u3002\u5176\u4e2d\uff0c\u5728\u667a\u80fd\u4f53\u548c\u4ee3\u7801\u7f16\u7a0b\u9886\u57df\u5927\u5e45\u9886\u5148\uff0c\u5728\u903b\u8f91\u63a8\u7406\u3001\u6570\u5b66\u63a8\u7406\u3001\u7efc\u5408\u77e5\u8bc6\u65b9\u9762\u4e5f\u4f18\u52bf\u660e\u663e\u3002<\/span><\/p>\n<section style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-97536c5dba4f29a55214b30d352bf77e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-97536c5dba4f29a55214b30d352bf77e.png\"><\/a><\/section>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><span style=\"color: #888888\">\u56fe\u6ce8\uff1aMiniCPM5-1B\u4e0e\u540c\u4f53\u91cf\u6a21\u578b\u5404\u9886\u57df\u80fd\u529b\u7ef4\u5ea6\u5bf9\u6bd4\u56fe<\/span><\/span><\/p>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\"><br \/><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\"><span style=\"font-weight: normal\">\u90a3\u4e48\u95ee\u9898\u6765\u4e86\uff1a\u4e3a\u4ec0\u4e48\u4e00\u4e2a\u4f53\u91cf\u5982\u6b64\u5c0f\u5de7\u7684\u6a21\u578b\uff0c\u5374\u80fd\u6253\u7834\u201c\u5c0f\u53c2\u6570=\u4f4e\u667a\u80fd\u201d\u7684\u9b54\u5492\uff1f\u8fd9\u5e76\u975e\u5355\u7eaf\u7684\u53c2\u6570\u5fae\u8c03\uff0c\u800c\u662f\u6e90\u4e8e\u9762\u58c1\u667a\u80fd\u91cd\u6784\u7684\u4e00\u5957\u7531\u201c\u6a21\u578b\u3001\u6846\u67b6\u3001\u6570\u636e\u201d\u5e76\u9a7e\u9f50\u9a71\u7684\u5168\u65b0\u81ea\u8fdb\u5316\u8303\u5f0f\u3002<\/span><\/span><\/p>\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mplzbx8l22uf\">\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mba8mvlk1t2b\">\n<section style=\"width: 100%;display: flex;justify-content: center;align-items: center;padding: 0px 14px 0px 14px\" data-mid=\"\">\n<section style=\"display: flex;justify-content: flex-start;align-items: center;flex-direction: column\" data-mid=\"\">\n<section style=\"width: 38px;height: 38px;display: flex;justify-content: center;align-items: center;margin-bottom: -38px;margin-left: -20px\" data-mid=\"\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-c42493028eebc86b951b80c0bad55842.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-c42493028eebc86b951b80c0bad55842.gif\"><\/a><\/section>\n<section style=\"text-align: center\" data-mid=\"\">\n<p style=\"font-size: 36px;color: #333333;line-height: 50px\" data-mid=\"\"><strong data-mid=\"\"><span>02<\/span><span><br \/><\/span><\/strong><\/p>\n<h2 data-pm-slice=\"0 0 []\"><span><br \/><\/span><\/h2>\n<h2 data-pm-slice=\"0 0 []\"><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E3%80%81%E6%A1%86%E6%9E%B6%E3%80%81%E6%95%B0%E6%8D%AE%EF%BC%9A%E9%9D%A2%E5%A3%81AI%E8%87%AA%E8%BF%9B%E5%8C%96%E8%8C%83%E5%BC%8F%E4%B8%89%E9%A9%BE%E9%A9%AC%E8%BD%A6\"><\/span><strong data-mid=\"\"><strong style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;font-size: 18px;line-height: 25px;font-weight: bold;font-family: Optima-Regular, PingFangTC-light\"><strong style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;line-height: 25px;font-weight: bold;font-family: Arial, Helvetica, sans-serif;font-size: 18px\"><span style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;color: #333333;line-height: 25px;font-weight: bold;font-family: Arial, Helvetica, sans-serif;font-size: 18px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: justify; margin: 16px 16px 24px; line-height: 1.75em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;strong&quot;,&quot;attributes&quot;:{&quot;style&quot;:null},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\">\u6a21\u578b\u3001\u6846\u67b6\u3001\u6570\u636e\uff1a\u9762\u58c1AI\u81ea\u8fdb\u5316\u8303\u5f0f\u4e09\u9a7e\u9a6c\u8f66<\/span><span><br \/><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><strong><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">MiniCPM5-1B<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u4e4b\u6240\u4ee5\u8868\u73b0\u60ca\u8273\uff0c\u6839\u6e90\u5728\u4e8e\u5176\u5e95\u5c42\u91c7\u7528\u4e86\u9762\u58c1\u667a\u80fd\u63d0\u51fa\u7684\u5168\u65b0\u8f6f\u4ef6\u5de5\u7a0b\u8303\u5f0f\uff0c\u201cForge Engineering\u201d\uff08\u953b\u9020\u5de5\u7a0b\uff09\u3002<\/span><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5b83\u8ba9\u201cAI \u5236\u9020 AI\u201d\u4ece\u524d\u6cbf\u7684\u5b9e\u9a8c\u5ba4\u6982\u5ff5\uff0c\u771f\u6b63\u843d\u5730\u4e3a\u4e86\u53ef\u590d\u7528\u7684\u5de5\u4e1a\u5316\u6d41\u6c34\u7ebf\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u653e\u773c\u5168\u7403\uff0c\u201cAI \u5236\u9020 AI\u201d\u7684\u63a2\u7d22\u6b63\u5728\u5feb\u901f\u63a8\u8fdb\u3002\u4ece Anthropic \u7528\u667a\u80fd\u4f53\u7f16\u5199 C \u7f16\u8bd1\u5668\uff0c\u5230 OpenAI \u7684 Harness \u89c4\u7ea6\u5de5\u7a0b\uff0c\u518d\u5230 Andrej Karpathy \u63d0\u51fa\u7684\u201c\u81ea\u52a8\u7814\u7a76\u5458\u201d\u6784\u60f3\uff0c\u8fd9\u4e9b\u5c1d\u8bd5\u90fd\u5728\u4e0d\u540c\u65b9\u5411\u4e0a\u9a8c\u8bc1\u4e86 AI \u81ea\u4e3b\u7f16\u7a0b\u7684\u53ef\u884c\u6027\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u7136\u800c\uff0c\u5728\u96be\u5ea6\u6700\u9ad8\u3001\u67b6\u6784\u6700\u590d\u6742\u7684\u201c\u5b8c\u6574\u8bad\u7ec3\u6846\u67b6\u201d\u8fd9\u4e00\u7c92\u5ea6\u4e0a\uff0c\u5df2\u6709\u5c1d\u8bd5\u5927\u591a\u505c\u7559\u5728\u7814\u7a76\u539f\u578b\u6216\u5c40\u90e8\u5de5\u5177\u94fe\u5c42\u9762\u3002\u4f8b\u5982\uff0c\u82f1\u4f1f\u8fbe\u7684 VibeTensor \u5b98\u65b9\u660e\u786e\u6807\u6ce8\u4e3a\u201c\u7814\u7a76\u7ea7\u7cfb\u7edf\u201d\uff0c\u4e0d\u9002\u5408\u751f\u4ea7\u4f7f\u7528\uff1bAnthropic \u7684 C \u7f16\u8bd1\u5668\u89c4\u6a21\u8f83\u5c0f\uff1bOpenAI \u7684 Harness \u66f4\u4fa7\u91cd\u4e8e\u89c4\u7ea6\u65b9\u6cd5\u8bba\u800c\u975e\u5b8c\u6574\u6846\u67b6\u3002 \u76f8\u6bd4\u4e4b\u4e0b\uff0c<span style=\"font-weight: bold\">\u9762\u58c1\u53d1\u5e03\u7684 ForgeTrain\uff0c\u662f\u76ee\u524d\u5df2\u77e5\u9996\u4e2a\u5b8c\u5168\u7531 AI \u7f16\u5199\u3001\u5e76\u5df2\u6210\u529f\u8bad\u7ec3\u51fa\u5de5\u4e1a\u751f\u4ea7\u7ea7\u6a21\u578b\uff08MiniCPM5-1B\uff09\u7684\u5927\u6a21\u578b\u8bad\u7ec3\u6846\u67b6\u3002<\/span><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><strong><span style=\"font-size: 15px\">ForgeTrain<\/span><\/strong><span style=\"font-size: 15px\">\uff0c\u53ef\u4ee5\u88ab\u7406\u89e3\u4e3a\u201cAI\u7248 Megatron\u201d\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">Megatron \u662f\u8fc7\u53bb\u51e0\u5e74\u5927\u6a21\u578b\u8bad\u7ec3\u9886\u57df\u6700\u5177\u5f71\u54cd\u529b\u7684\u5de5\u4e1a\u6807\u51c6\u4e4b\u4e00\uff0c\u800c ForgeTrain \u80cc\u540e\u7684 Forge Engineering \u8303\u5f0f\uff0c\u5219\u91cd\u6784\u4e86\u4f20\u7edf\u8f6f\u4ef6\u5de5\u7a0b\u7684\u6838\u5fc3\u903b\u8f91\uff1a<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5f53 AI \u751f\u6210\u4ee3\u7801\u7684\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\u65f6\uff0c\u884c\u4e1a\u4e0d\u518d\u9700\u8981\u957f\u671f\u7ef4\u62a4\u81c3\u80bf\u7684\u901a\u7528\u6846\u67b6\u3002\u9762\u5bf9\u65b0\u7684\u786c\u4ef6\u6216\u6a21\u578b\uff0cForge Engineering \u53ef\u4ee5\u8ba9 AI \u76f4\u63a5\u201c\u6309\u9700\u751f\u6210\u201d\u4e13\u7528\u7684\u6781\u81f4\u4f18\u5316\u4ee3\u7801\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u53ef\u4ee5\u8bf4\uff0c<span style=\"font-weight: bold\">\u9762\u58c1\u7387\u5148\u5728\u4e1a\u5185\u8dd1\u901a\u4e86\u201cAI\u5236\u9020AI\u201d\u4efb\u52a1\u4e2d\u8fd9\u4e2a\u7531\u7b97\u6cd5\uff08\u6a21\u578b\uff09\u3001\u7b97\u529b\uff08Infra\/\u6846\u67b6\uff09\u3001\u6570\u636e\u4e09\u9a7e\u9a6c\u8f66\u73af\u73af\u76f8\u6263\u51d1\u6210\u7684\u9012\u5f52\u95ed\u73af\u3002<\/span>\u53c2\u7167\u884c\u4e1a\u5bf9\u201cAI\u5236\u9020AI\u201d\u8fdb\u5316\u80fd\u529b\u7684L1-L5<\/span><span style=\"text-align: justify;font-size: 15px\">\u68af\u5ea6\u5212\u5206\uff0c\u9762\u58c1\u6b63\u5411\u81ea\u6539\u8fdb\u7684 L4 \u9636\u6bb5\u53d1\u8d77\u5168\u9762\u51b2\u950b\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><strong><span style=\"font-size: 15px\">\u5728\u7b97\u529b<\/span><\/strong><strong><span style=\"font-size: 15px\">\/I<\/span><\/strong><strong><span style=\"font-size: 15px\">nfra\u5c42\uff0c\u6253\u9020\u52a8\u529b\u6f8e\u6e43\u7684\u53d1\u52a8\u673a\uff1a<\/span><\/strong><span style=\"font-size: 15px\">AI \u5f7b\u5e95\u544a\u522b\u4e86\u4eba\u7c7b\u624b\u5199\u4ee3\u7801\u7684\u5c40\u9650\uff0c\u80fd\u591f\u9488\u5bf9\u7279\u5b9a\u786c\u4ef6\uff0c\u52a8\u6001\u5730\u201c\u73b0\u573a\u953b\u9020\u201d\u51fa\u4e13\u5c5e\u7684\u6700\u4f18\u7b97\u5b50\u4e0e\u5206\u5e03\u5f0f\u7b56\u7565\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">ForgeTrain \u63d0\u4f9b\u4e86\u4e00\u5957\u7531 AI \u751f\u6210\u8bad\u7ec3\u6846\u67b6\u7684\u5de5\u7a0b\u5b9e\u73b0\u3002 \u5728\u5b9e\u9645\u4f7f\u7528\u4e2d\uff0c\u4eba\u7c7b\u8bbe\u5b9a\u76ee\u6807\uff0c\u4f8b\u5982\u201c\u5728\u6607\u817e 910B \u4e0a\u8bad\u7ec3 1B \u6a21\u578b\u201d\uff0c\u540e\u7eed\u7684\u4ee3\u7801\u751f\u6210\u3001\u6d4b\u8bd5\u4e0e\u8c03\u4f18\u5747\u5728 AI \u4e3b\u5bfc\u7684\u95ed\u73af\u4e2d\u5b8c\u6210\u3002ForgeTrain \u662f\u8be5\u8303\u5f0f\u4e0b\u7684\u9996\u4e2a\u8bad\u7ec3\u6846\u67b6\u5b9e\u4f8b\uff0c\u5728\u4e00\u5b9a\u6761\u4ef6\u4e0b\u5b9e\u73b0\u4e86\u9488\u5bf9\u7279\u5b9a\u573a\u666f\u7684\u5b9a\u5236\u5316\u751f\u6210\uff0c\u90e8\u5206\u7f13\u89e3\u4e86\u901a\u7528\u6846\u67b6\u5728\u6548\u7387\u4e0e\u9002\u914d\u4e4b\u95f4\u7684\u6743\u8861\u95ee\u9898\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><strong><span style=\"font-size: 15px\">\u5728\u6570\u636e\u5c42\uff0c\u63d0\u70bc\u9ad8\u7eaf\u5ea6\u7684\u71c3\u6cb9\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u4f18\u79c0\u7684\u6a21\u578b\u79bb\u4e0d\u5f00\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3002ForgeTrain \u89e3\u51b3\u4e86\u201c\u600e\u4e48\u8bad\u201d\u7684\u6548\u7387\u95ee\u9898\uff0c\u800c\u9762\u58c1\u7684\u5206\u7ea7\u6570\u636e\u6cbb\u7406\u4e0e\u5927\u89c4\u6a21\u5408\u6210\u6570\u636e\uff08\u8d85 1T Tokens\uff0c\u4e2d\u6587\u90e8\u5206\u5f00\u6e90\u6700\u5927\uff09\u5219\u89e3\u51b3\u4e86\u201c\u7528\u4ec0\u4e48\u8bad\u201d\u7684\u8d28\u91cf\u95ee\u9898\u3002\u4e24\u8005\u7ed3\u5408\uff0c\u624d\u9020\u5c31\u4e86 MiniCPM5-1B \u7684\u60ca\u8273\u8868\u73b0\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u9762\u5bf9\u9ad8\u8d28\u91cf\u6570\u636e\u65e5\u76ca\u67af\u7aed\u7684\u884c\u4e1a\u75db\u70b9\uff0c\u9762\u58c1\u4e0e\u6e05\u534e\u3001OpenBMB\u8054\u5408\u63a8\u51fa\u4e86 L0-L4 \u6a21\u578b\u9a71\u52a8\u5206\u5c42\u6570\u636e\u7ba1\u7406\u6846\u67b6\u3002\u8fd9\u5957\u4f53\u7cfb\u6452\u5f03\u4e86\u4f20\u7edf\u7684\u7c97\u653e\u5f0f\u6e05\u6d17\uff0c\u901a\u8fc7\u201c\u4eba\u7c7b\u5b9a\u4e49\u6807\u51c6\u3001AI \u6267\u884c\u64cd\u4f5c\u201d\u7684\u903b\u8f91\u5c06\u6570\u636e\u7cbe\u51c6\u5206\u7ea7\uff0c\u5c06\u6570\u636e\u4ece\u539f\u59cb\u8d44\u6e90\u5230\u7ed3\u6784\u5316\u77e5\u8bc6\u7cbe\u51c6\u5206\u4e3a\u4e94\u7ea7\u3002<\/span><\/p>\n<section style=\"text-align: justify;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-1e9132f19fee5730afc9fc14d0e07598.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-1e9132f19fee5730afc9fc14d0e07598.png\"><\/a><\/section>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\" data-mpa-action-id=\"mplzdghaf9x\" data-pm-slice=\"0 0 []\"><span style=\"color: #888888\">\u56fe\u6ce8\uff1a\u9762\u58c1\u667a\u80fd\u4e0e\u6e05\u534e\u3001OpenBMB\u8054\u5408\u63d0\u51fa L0\u2013L4 \u5206\u7ea7\u6570\u636e\u6cbb\u7406\u6846\u67b6<\/span><\/span><\/p>\n<p style=\"text-align: center;margin-left: 16px;margin-right: 16px;margin-bottom: 0px\"><span style=\"font-size: 13px;font-family: Arial, Helvetica, sans-serif\" data-mpa-action-id=\"mplzdghaf9x\" data-pm-slice=\"0 0 []\"><br \/><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5176\u4e2d\uff0cL1 \u9636\u6bb5\u901a\u8fc7\u5de5\u7a0b\u5316\u65b9\u6cd5\u5b8c\u6210\u57fa\u7840\u6e05\u6d17\u548c\u53bb\u91cd\uff0cL2\u9636\u6bb5\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u6216\u9886\u57df\u7b5b\u9009\u51fa\u76f8\u5173\u6570\u636e\uff0c\u6784\u5efa\u6a21\u578b\u7684\u57fa\u7840\u8bed\u8a00\u4e0e\u903b\u8f91\u80fd\u529b\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u800c\u5728\u5173\u952e\u7684 L3 \u9636\u6bb5\uff0c\u9762\u58c1\u8ba9 AI \u201c\u81ea\u4e3b\u62e9\u6570\u201d\uff0c\u5bf9\u6d77\u91cf\u7f51\u9875\u4e0e\u6570\u5b66\u8bed\u6599\u8fdb\u884c\u7cfb\u7edf\u6027\u7f16\u8f91\u4e0e\u5408\u6210\uff0c\u8bc6\u522b\u51fa\u66f4\u63a5\u8fd1\u7b2c\u4e00\u6027\u539f\u7406\u7684\u6570\u636e\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u800c L4 \u5219\u8f6c\u5316\u4e3a\u53ef\u9a8c\u8bc1\u7684\u7ed3\u6784\u5316\u77e5\u8bc6\uff0c\u4e3a RAG \u7cfb\u7edf\u63d0\u4f9b\u4e8b\u5b9e\u652f\u6491\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5b9e\u9a8c\u6548\u679c\u662f\u5341\u5206\u60ca\u4eba\u7684\uff0c\u5728\u76f8\u540c\u7684\u8bad\u7ec3\u7b97\u529b\u4e0b\uff0c\u4f7f\u7528 L3 \u6570\u636e\u8bad\u7ec3\u7684\u6a21\u578b\u6bd4\u4f7f\u7528\u4f20\u7edf L1 \u6570\u636e\u7684\u6a21\u578b\uff0c\u6570\u5b66\u80fd\u529b\u63d0\u5347\u4e86 7.06pp\uff0c\u800c\u8fd9\u79cd\u63d0\u5347\u8fd8\u80fd\u8de8\u57df\u8fc1\u79fb\u5230\u82f1\u6587\u3001\u4e2d\u6587\u548c\u4ee3\u7801\u4efb\u52a1\u4e0a\uff0c\u901a\u7528\u63a8\u7406\u80fd\u529b\u5e73\u5747\u63d0\u5347\u8d85\u8fc7 3pp\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u6b64\u5916\uff0c\u5206\u7ea7\u7ba1\u7406\u4e5f\u5f7b\u5e95\u91cd\u5851\u4e86\u8bad\u7ec3\u7b56\u7565\u3002\u5f53\u91c7\u7528 \u201c\u5148 L1 \u7b51\u57fa\u3001\u518d L2 \u5f3a\u5316\u3001\u6700\u540e L3 \u62d4\u9ad8\u201d \u7684\u5206\u7ea7\u8bad\u7ec3\u7b56\u7565\u65f6\uff0c\u540c\u6837 120B Tokens \u7684\u6570\u636e\u91cf\uff0c\u6574\u4f53\u6027\u80fd\u6bd4\u4f20\u7edf\u6df7\u5408\u8bad\u7ec3\u63d0\u5347\u4e86 1.49pp\uff0c\u540e\u671f\u8bad\u7ec3\u6548\u7387\u66f4\u662f\u8fbe\u5230\u4e86\u6df7\u5408\u7b56\u7565\u7684 1.7 \u500d\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u9ad8\u8d28\u91cf\u5408\u6210\u6570\u636e\u4e0d\u4ec5\u53ef\u4ee5\u66ff\u4ee3\u5929\u7136\u6570\u636e\uff0c\u5728\u5f88\u591a\u65b9\u9762\u751a\u81f3\u4f18\u4e8e\u5929\u7136\u6570\u636e\uff0c\u8fd9\u5c06\u4e3a\u89e3\u51b3\u6570\u636e\u67af\u7aed\u95ee\u9898\u63d0\u4f9b\u7cfb\u7edf\u6027\u65b9\u6848\u3002 \u57fa\u4e8e\u8fd9\u4e00\u6d41\u7a0b\uff0c\u56e2\u961f\u5f00\u6e90\u4e86 Ultra-Fineweb-zh-L3 \u6570\u636e\u96c6\uff0c\u5305\u542b\u8d85\u8fc7 1T Tokens\uff08\u5176\u4e2d\u4e2d\u6587\u7ea6 410B Tokens\uff09\uff0c\u4e0d\u4ec5\u670d\u52a1\u4e8e\u9762\u58c1\u81ea\u8eab\u7684\u6a21\u578b\u8bad\u7ec3\uff0c\u4e5f\u5c06\u8fd9\u5957\u6570\u636e\u63d0\u7eaf\u80fd\u529b\u5f00\u653e\u51fa\u6765\uff0c\u53cd\u54fa\u793e\u533a\u751f\u6001\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u8fd9\u4e5f\u662f\u76ee\u524d\u5f00\u6e90\u793e\u533a\u4e2d\u89c4\u6a21\u6700\u5927\u7684\u4e2d\u6587\u9884\u8bad\u7ec3\u5408\u6210\u6570\u636e\u96c6\u4e4b\u4e00\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><strong><span style=\"font-size: 15px\">\u5728\u7b97\u6cd5\/\u6a21\u578b\u5c42\uff0c\u9a71\u52a8\u81ea\u8fdb\u5316\u98de\u8f6e\uff1a<\/span><\/strong><span style=\"font-size: 15px\">AI \u7f16\u5199\u7684\u6846\u67b6\u52a0\u4e0a AI \u63d0\u7eaf\u7684\u9ad8\u8d28\u91cf\u6570\u636e\uff0c\u6700\u7ec8\u5b55\u80b2\u51fa\u4e86\u66f4\u5f3a\u5927\u7684\u57fa\u5ea7\u6a21\u578b\uff08MiniCPM5-1B\uff09\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u4e00\u4e2a\u66f4\u806a\u660e\u7684\u57fa\u5ea7\u6a21\u578b\uff0c\u672c\u8eab\u4e5f\u5177\u5907\u66f4\u5f3a\u7684\u4ee3\u7801\u751f\u6210\u80fd\u529b\u4e0e\u6570\u636e\u7406\u89e3\u80fd\u529b\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5b83\u53ef\u4ee5\u7528 ForgeTrain \u540c\u6837\u7684\u65b9\u6cd5\uff0c\u751f\u6210\u6bd4\u5f53\u524d\u7248\u672c\u66f4\u4f18\u7684\u8bad\u7ec3\u6846\u67b6\uff0c\u4e5f\u53ef\u4ee5\u4ece\u6d77\u91cf\u8bed\u6599\u4e2d\u7b5b\u9009\u51fa\u6bd4\u5f53\u524d L3 \u6570\u636e\u96c6\u66f4\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u3002 \u7528\u65b0\u6846\u67b6 + \u65b0\u6570\u636e\uff0c\u53c8\u80fd\u8bad\u7ec3\u51fa\u4e0b\u4e00\u4ee3\u66f4\u5f3a\u7684\u6a21\u578b\u3002\u5982\u6b64\u5faa\u73af\u5f80\u590d\uff0c\u5f62\u6210\u4e00\u4e2a\u201c\u6a21\u578b\u8d8a\u5f3a \u2192 \u6846\u67b6\u4e0e\u6570\u636e\u8d8a\u4f18 \u2192 \u4e0b\u4e00\u4ee3\u6a21\u578b\u66f4\u5f3a\u201d\u7684\u81ea\u8fdb\u5316\u98de\u8f6e\u3002\u8fd9\u6b63\u662f\u9762\u58c1\u201cAI \u5236\u9020 AI\u201d\u95ed\u73af\u80fd\u591f\u52a0\u901f\u8fd0\u8f6c\u7684\u6838\u5fc3\u673a\u5236\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5728\u8fd9\u5957\u4f53\u7cfb\u7684\u5168\u9762\u843d\u5730\u4e2d\uff0cForgeTrain \u4ea4\u51fa\u4e86\u5b9e\u8d28\u6027\u7684\u5de5\u7a0b\u6570\u636e\uff1a<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u5728\u201c\u96f6\u4eba\u5de5\u4ee3\u7801\u4ecb\u5165\u201d\u7684\u786c\u7ea6\u675f\u4e0b\uff0c\u9762\u5bf9\u56fd\u4ea7\u7b97\u529b\uff0c\u5b83\u4ec5\u8017\u65f6 3-5 \u5929\u4fbf\u8dd1\u901a\u534e\u4e3a\u6607\u817e\u7cfb\u5217\uff0c\u8de8\u8d8a\u4e86\u5e95\u5c42\u9002\u914d\u7684\u5468\u671f\u957f\u8003\uff1b\u5728\u9876\u5c16\u7b97\u529b\u7aef\uff0c\u5176\u751f\u6210\u7684\u7eaf AI \u4ee3\u7801\u5728\u82f1\u4f1f\u8fbe H100 \u4e0a\u7684\u8bad\u7ec3\u901f\u5ea6\u8d85\u8d8a\u6807\u6746 Megatron 10%\uff0c\u76f4\u63a5\u7b49\u6548\u964d\u4f4e 10% \u7b97\u529b\u6210\u672c\u3002<\/span><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">ForgeTrain\u5728\u534e\u4e3a\u6607\u817e\u4e0a\u9884\u8bad\u7ec3MiniCPM5-1B\uff0c\u76f8\u6bd4\u6607\u817e\u7684MindSpeed\u6846\u67b6\u4e5f\u670910%\u7684\u52a0\u901f\u3002<\/span>\u800c\u57fa\u4e8e\u8be5\u6846\u67b6\u8bad\u7ec3\u7684 MiniCPM5-1B\u6027\u80fd\u53cd\u8d85\u540c\u7ea7\u57fa\u51c6\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u8fd9\u80cc\u540e\u7684\u5546\u4e1a\u4ef7\u503c\u4e0d\u8a00\u800c\u55bb\uff1a\u5f53\u4f01\u4e1a\u9700\u8981\u4e3a\u67d0\u6b3e\u82af\u7247\uff08\u6bd4\u5982\u56fd\u4ea7\u82af\u7247\uff09\u6216\u67d0\u4e2a\u7aef\u4fa7\u573a\u666f\u505a\u6a21\u578b\u65f6\uff0c\u4e0d\u9700\u8981\u8bf7\u4e13\u95e8\u7684\u6280\u672f\u56e2\u961f\u82b1\u51e0\u4e2a\u6708\u53bb\u624b\u52a8\u8c03\u4f18\u3002\u53ea\u8981\u544a\u8bc9\u7cfb\u7edf\u9700\u6c42\uff0cAI \u5c31\u80fd\u5728\u51e0\u5929\u5185\u4e3a\u7279\u5b9a\u7aef\u4fa7\u8bbe\u5907\u201c\u73b0\u573a\u953b\u9020\u201d\u4e00\u5957\u6700\u5951\u5408\u7684\u4e13\u5c5e\u6a21\u578b\u548c\u4e13\u5c5e\u8bad\u7ec3\/\u63a8\u7406\u6846\u67b6\uff0c\u771f\u6b63\u5c06\u6a21\u578b\u8bad\u7ec3\u4ece\u201c\u624b\u5de5\u4f5c\u574a\u201d\u5e26\u8fdb\u4e86\u201c\u5de5\u4e1a\u6d41\u6c34\u7ebf\u201d\u65f6\u4ee3\u3002<\/span><\/p>\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mplzcak9qcc\">\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mba8mvlk1t2b\">\n<section style=\"width: 100%;display: flex;justify-content: center;align-items: center;padding: 0px 14px 0px 14px\" data-mid=\"\">\n<section style=\"display: flex;justify-content: flex-start;align-items: center;flex-direction: column\" data-mid=\"\">\n<section style=\"width: 38px;height: 38px;display: flex;justify-content: center;align-items: center;margin-bottom: -38px;margin-left: -20px\" data-mid=\"\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-5cf5d617f8aed1ed2550079e8d3f1c45.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-5cf5d617f8aed1ed2550079e8d3f1c45.gif\"><\/a><\/section>\n<section style=\"text-align: center\" data-mid=\"\">\n<p style=\"font-size: 36px;color: #333333;line-height: 50px\" data-mid=\"\"><strong data-mid=\"\"><span>03<\/span><span><br \/><\/span><\/strong><\/p>\n<h2 data-pm-slice=\"0 0 []\"><span><br \/><\/span><\/h2>\n<h2 data-pm-slice=\"0 0 []\"><span class=\"ez-toc-section\" id=\"%E9%87%8D%E5%A1%91%E5%9B%BD%E4%BA%A7%E7%AE%97%E5%8A%9B%E7%9A%84%E5%BA%95%E5%B1%82%E8%BD%AF%E4%BB%B6%E6%A0%88\"><\/span><strong data-mid=\"\"><strong style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;font-size: 18px;line-height: 25px;font-weight: bold;font-family: Optima-Regular, PingFangTC-light\"><strong style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;line-height: 25px;font-weight: bold;font-family: Arial, Helvetica, sans-serif;font-size: 18px\"><span style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;color: #333333;line-height: 25px;font-weight: bold;font-family: Arial, Helvetica, sans-serif;font-size: 18px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: justify; margin: 16px 16px 24px; line-height: 1.75em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;strong&quot;,&quot;attributes&quot;:{&quot;style&quot;:null},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\">\u91cd\u5851\u56fd\u4ea7\u7b97\u529b\u7684\u5e95\u5c42\u8f6f\u4ef6\u6808<\/span><span><br \/><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5728\u56fd\u9645\u5730\u7f18\u535a\u5f08\u7684\u80cc\u666f\u4e0b\uff0c\u82f1\u4f1f\u8fbe\u4e07\u4ebf\u5e02\u503c\u7684\u771f\u6b63\u62a4\u57ce\u6cb3\uff0c\u5e76\u4e0d\u5728\u4e8e GPU \u786c\u4ef6\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5176\u80cc\u540e\u7ecf\u8fc7\u5341\u51e0\u5e74\u79ef\u7d2f\u3001\u7531\u767e\u4e07\u5f00\u53d1\u8005\u5171\u540c\u6784\u5efa\u7684 CUDA \u8f6f\u4ef6\u751f\u6001\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u6b63\u5982\u521b\u59cb\u4eba\u9ec4\u4ec1\u52cb\u81ea\u5df1\u6240\u627f\u8ba4\u7684\uff1a\u201c\u82f1\u4f1f\u8fbe\u672c\u8d28\u4e0a\u662f\u4e00\u5bb6\u8f6f\u4ef6\u516c\u53f8\u3002\u201d \u786e\u5b9e\uff0c\u5982\u679c\u6ca1\u6709\u8fd9\u5957\u6db5\u76d6\u7b97\u6cd5\u5e93\u3001\u7f16\u8bd1\u5668\u3001\u5f00\u53d1\u5de5\u5177\u5728\u5185\u7684\u5b8c\u6574\u751f\u6001\u7cfb\u7edf\uff0c\u518d\u5f3a\u5927\u7684\u82af\u7247\u4e5f\u65e0\u6cd5\u9ad8\u6548\u8fd0\u884c\u5ba2\u6237\u7684\u4e1a\u52a1\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5f53\u524d\uff0c\u4ee5\u534e\u4e3a\u6607\u817e\u4e3a\u4ee3\u8868\u7684\u56fd\u4ea7\u5f02\u6784\u82af\u7247\u5728\u786c\u4ef6\u7b97\u529b\u4e0e\u67b6\u6784\u521b\u65b0\u4e0a\u53d1\u5c55\u8fc5\u731b\uff0c\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u786c\u4ef6\u6f5c\u529b\u3002\u7136\u800c\uff0c\u968f\u7740\u65b0\u7b97\u6cd5\u4e0e\u65b0\u82af\u7247\u5c42\u51fa\u4e0d\u7a77\uff0c\u5f02\u6784\u8ba1\u7b97\u7684 &#8220;\u7ec4\u5408\u7206\u70b8&#8221; \u5df2\u6210\u4e3a\u5168\u884c\u4e1a\u7684\u9002\u914d\u96be\u9898\u3002\u4ece\u624b\u673a\u91cc\u7684\u5f02\u6784\u82af\u7247\uff0c\u5230\u9a71\u52a8\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u7684\u4e0a\u4e07\u5f20\u52a0\u901f\u5361\u96c6\u7fa4\uff0c\u95ee\u9898\u7684\u672c\u8d28\u6ca1\u6709\u53d8\uff0c\u53ea\u662f\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u653e\u5927\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u9762\u5bf9\u8fd9\u4e00\u5e95\u5c42\u56f0\u5c40\uff0c\u6574\u4e2a\u9ad8\u6027\u80fd\u8ba1\u7b97\uff08HPC\uff09\u884c\u4e1a\u82e6\u82e6\u6478\u7d22\u4e86\u8fd1\u5341\u5e74\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u884c\u4e1a\u66fe\u5c1d\u8bd5\u901a\u8fc7\u4f20\u7edf\u7f16\u8bd1\u5668\u62b9\u5e73\u5f02\u6784\u5dee\u5f02\uff0c\u4f46\u4f20\u7edf\u7f16\u8bd1\u5668\u6781\u5ea6\u4f9d\u8d56\u4eba\u7c7b\u4e13\u5bb6\u63d0\u524d\u5199\u597d\u4f18\u5316\u89c4\u5219\u3002\u4f46\u9762\u5bf9\u5982\u4eca\u6d77\u91cf\u7684\u786c\u4ef6\u548c\u7b97\u6cd5\u7ec4\u5408\uff0c\u4eba\u529b\u6839\u672c\u65e0\u6cd5\u8986\u76d6\u6240\u6709\u53ef\u80fd\u6027\u3002\u8fd9\u5bfc\u81f4\u751f\u6210\u7684\u4ee3\u7801\u6027\u80fd\uff0c\u901a\u5e38\u53ea\u80fd\u89e6\u53ca\u4eba\u7c7b\u624b\u5199\u6781\u81f4\u4ee3\u7801\u7684 70%-80%\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u53e6\u4e00\u79cd\u65b9\u6cd5\u662f\u884c\u4e1a\u5c1d\u8bd5\u8ba9AI\u81ea\u52a8\u5199\u5e95\u5c42\u4ee3\u7801\uff0c\u7ed3\u679c\u5374\u53d8\u6210\u4e86\u201c\u76f2\u62fc\u4e50\u9ad8\u201d\uff0cAI\u5f80\u5f80\u53ea\u80fd\u505a\u597d\u5c40\u90e8\u7684\u5355\u4e2a\u529f\u80fd\uff0c\u4e00\u65e6\u8981\u628a\u8fd9\u4e9b\u529f\u80fd\u7ec4\u88c5\u6210\u4e00\u4e2a\u5927\u7cfb\u7edf\uff0c\u63a5\u53e3\u4e4b\u95f4\u5c31\u4f1a\u4e92\u76f8\u51b2\u7a81\uff0c\u6700\u7ec8\u5bfc\u81f4\u7cfb\u7edf\u5d29\u6e83\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5728\u4eba\u7c7b\u8bd5\u56fe\u7528\u89c4\u5219\u638c\u63a7\u786c\u4ef6\u7684\u65f6\u4ee3\uff0c\u9876\u7ea7\u79d1\u5b66\u5bb6\u9648\u5929\u5947\u4e3b\u5bfc\u7684 TVM\uff0c\u6210\u4e3a\u4e86\u90a3\u4e2a\u65f6\u4ee3\u6700\u5f15\u4eba\u77a9\u76ee\u7684\u7a81\u7834\uff1b\u800c\u5230\u4e86 AI \u81ea\u52a8\u751f\u6210\u8f6f\u4ef6\u7684\u65b0\u65f6\u4ee3\uff0cNVIDIA \u5b9e\u9a8c\u5ba4\u63a8\u51fa\u7684VibeTensor\uff0c\u7528AI\u5b8c\u6574\u5199\u51fa\u6df1\u5ea6\u5b66\u4e60\u7cfb\u7edf\u8f6f\u4ef6\uff0c\u66f4\u662f\u4e3a\u884c\u4e1a\u540e\u7eed\u63a2\u7d22\u94fa\u5e73\u4e86\u9053\u8def\u3002\u800c\u9762\u58c1\u667a\u80fd\u4eca\u5929\u7684\u7a81\u7834\uff0c\u6b63\u662f\u7ad9\u5728\u4e86\u524d\u4eba\u7684\u80a9\u8180\u4e0a\uff0c\u8865\u9f50\u4e86\u5de5\u4e1a\u7ea7\u843d\u5730\u7684\u6700\u540e\u4e00\u5757\u62fc\u56fe\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">VibeTensor\u548cForgeTrain\u7684\u6545\u4e8b\uff0c\u751f\u52a8\u5730\u6f14\u793a\u4e86\u5728AI\u751f\u6210\u8f6f\u4ef6\u7684\u65b0\u65f6\u4ee3\u4e2d\uff0c\u4ec5\u9760\u6a21\u578b\u672c\u8eab\u7684\u80fd\u529b\u662f\u8fdc\u8fdc\u4e0d\u591f\u7684\u3002\u6210\u529f\u7684\u5173\u952e\uff0c\u5728\u4e8e\u5982\u4f55\u8bbe\u8ba1\u4e00\u5957\u80fd\u6709\u6548\u7ea6\u675f\u548c\u5f15\u5bfcAI\u7684\u201c\u6e38\u620f\u89c4\u5219\u201d\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">ForgeTrain\u901a\u8fc7\u5728\u9650\u5b9a\u8303\u56f4\u3001\u660e\u786e\u76ee\u6807\u3001\u81ea\u52a8\u9a8c\u8bc1\u7684\u5de5\u7a0b\u8303\u5f0f\u4e0b\u53d6\u5f97\u4e86\u6210\u529f\uff0c\u800cVibeTensor\u5219\u5728\u66f4\u5e7f\u9614\u3001\u66f4\u6a21\u7cca\u7684\u7a7a\u95f4\u91cc\uff0c\u4e3a\u6211\u4eec\u63ed\u793a\u4e86\u672a\u6765\u7684\u6311\u6218\uff0c\u540c\u6837\u610f\u4e49\u91cd\u5927\u3002\u5b83\u4eec\u5206\u522b\u4ee3\u8868\u4e86AI\u5728\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u7684\u4e24\u79cd\u63a2\u7d22\u8def\u5f84\uff0c\u5171\u540c\u63a8\u52a8\u7740\u8fd9\u4e2a\u9886\u57df\u7684\u8fdb\u6b65\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u901a\u8fc7 ForgeTrain \u7684\u8303\u5f0f\u521b\u65b0\uff0c\u56fd\u4ea7\u82af\u7247\u7ec8\u4e8e\u4e0d\u5fc5\u518d\u53bb\u75db\u82e6\u5730\u50cf\u7d20\u7ea7\u6a21\u4eff\u3001\u8ffd\u8d76\u82f1\u4f1f\u8fbe\u7684 CUDA \u751f\u6001\uff0c\u4e5f\u4e0d\u5fc5\u5728\u4f20\u7edf\u7f16\u8bd1\u5668\u7684\u6b7b\u80e1\u540c\u91cc\u8017\u5c3d\u5fc3\u8840\u3002<\/span><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u968f\u7740\u8fd9\u4e00\u6280\u672f\u6709\u671b\u5f7b\u5e95\u91cd\u5199\u6607\u817e\u7684\u5e95\u5c42\u8f6f\u4ef6\u6808\uff0c\u5b83\u4e0d\u4ec5\u5c06\u5b9e\u8d28\u6027\u89e3\u51b3\u201c\u56fd\u4ea7\u5361\u96be\u7528\u201d\u7684\u5de5\u7a0b\u74f6\u9888\uff0c\u66f4\u5728\u6218\u7565\u5c42\u9762\u4e0a\uff0c\u4e3a\u4e2d\u56fd AI \u4ea7\u4e1a\u63d0\u4f9b\u4e86\u4e00\u6761\u7ed5\u8fc7\u82f1\u4f1f\u8fbe CUDA \u751f\u6001\u58c1\u5792\u3001\u5b9e\u73b0\u5e95\u5c42\u8f6f\u4ef6\u89e3\u8026\u7684\u975e\u7ebf\u6027\u7a81\u56f4\u8def\u5f84\u3002<\/span><\/p>\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mplzcuaw1lx5\">\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mba8mvlk1t2b\">\n<section style=\"width: 100%;display: flex;justify-content: center;align-items: center;padding: 0px 14px 0px 14px\" data-mid=\"\">\n<section style=\"display: flex;justify-content: flex-start;align-items: center;flex-direction: column\" data-mid=\"\">\n<section style=\"width: 38px;height: 38px;display: flex;justify-content: center;align-items: center;margin-bottom: -38px;margin-left: -20px\" data-mid=\"\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-d49801be4036b6a6ae84c19bb3b424b5.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-d49801be4036b6a6ae84c19bb3b424b5.gif\"><\/a><\/section>\n<section style=\"text-align: center\" data-mid=\"\">\n<p style=\"font-size: 36px;color: #333333;line-height: 50px\" data-mid=\"\"><strong data-mid=\"\"><span>04<\/span><span><br \/><\/span><\/strong><\/p>\n<h2 data-pm-slice=\"0 0 []\"><span><br \/><\/span><\/h2>\n<h2 data-pm-slice=\"0 0 []\"><span class=\"ez-toc-section\" id=\"%E2%80%9C%E7%AB%AF%E4%BE%A7%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%BC%80%E6%BA%90%E7%8A%B6%E5%85%83%E2%80%9D%E7%9A%84%E5%9D%9A%E6%8C%81\"><\/span><strong data-mid=\"\"><strong style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;font-size: 18px;line-height: 25px;font-weight: bold;font-family: Optima-Regular, PingFangTC-light\"><strong style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;line-height: 25px;font-weight: bold;font-family: Arial, Helvetica, sans-serif;font-size: 18px\"><span style=\"justify-content: flex-start;align-items: center;flex-direction: column;text-align: center;color: #333333;line-height: 25px;font-weight: bold;font-family: Arial, Helvetica, sans-serif;font-size: 18px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: justify; margin: 16px 16px 24px; line-height: 1.75em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;strong&quot;,&quot;attributes&quot;:{&quot;style&quot;:null},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\">\u201c\u7aef\u4fa7\u5927\u6a21\u578b\u5f00\u6e90\u72b6\u5143\u201d\u7684\u575a\u6301<\/span><span><br \/><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">2024\u5e74\uff0c\u9762\u58c1\u667a\u80fd\u63d0\u51fa\u5927\u6a21\u578b\u201c\u5bc6\u5ea6\u5b9a\u5f8b\u201d\uff08Densing Law \uff09\uff1a\u5927\u6a21\u578b\u7684\u6700\u5927\u667a\u80fd\u5bc6\u5ea6\uff0c\u5927\u7ea6\u6bcf 100 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\u7684\u884c\u4e1a\u5dc5\u5cf0\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u51ed\u501f\u5728\u7aef\u4fa7\u6a21\u578b\u4e0a\u6beb\u65e0\u4fdd\u7559\u7684\u8d21\u732e\uff0c\u9762\u58c1\u667a\u80fd\u6beb\u65e0\u7591\u95ee\u662f\u201c\u4e2d\u56fd\u7aef\u4fa7\u5927\u6a21\u578b\u5f00\u6e90\u72b6\u5143\u201d\u3002<\/span><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u4eca\u5929\uff0cMiniCPM5-1B\u7684\u53d1\u5e03\uff0c\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u597d\u7528\u7684\u5c0f\u6a21\u578b\u95ee\u4e16\uff0c\u5176\u80cc\u540e\u7684Forge Engineering\u5c31\u662f\u8fd9\u79cd\u601d\u7ef4\u7684\u5ef6\u7eed\uff0c\u66f4\u662f\u4e00\u79cd\u5168\u65b0 AI \u751f\u4ea7\u529b\u8303\u5f0f\u7684\u5ba3\u544a\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5f53\u5927\u6a21\u578b\u80fd\u591f\u81ea\u4e3b\u953b\u9020\u5e95\u5c42\u6846\u67b6\uff0c\u7814\u53d1\u4e0e\u9002\u914d\u7684\u8f6f\u4ef6\u6210\u672c\u88ab AI \u538b\u7f29\u5230\u63a5\u8fd1\u4e8e\u96f6\u65f6\uff0c\u5927\u6a21\u578b\u5c06\u771f\u6b63\u8715\u53d8\u4e3a\u5168\u884c\u4e1a\u90fd\u80fd\u4f4e\u6210\u672c\u63a5\u5165\u3001\u6bcf\u4e00\u53f0\u65e5\u5e38\u8bbe\u5907\u90fd\u80fd\u88ab\u667a\u80fd\u70b9\u4eae\u7684\u666e\u60e0\u4e8b\u4e1a\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 16px;margin-right: 16px\"><span style=\"font-size: 15px\">\u5f53\u7b97\u529b\u8d44\u6e90\u9010\u6b65\u5411\u5de8\u5934\u96c6\u4e2d\uff0c\u9762\u58c1\u667a\u80fd\u4e0d\u4ec5\u575a\u6301\u628a\u5f3a\u5927\u7684\u5927\u6a21\u578b\u538b\u7f29\u5230\u6bcf\u4e2a\u666e\u901a\u4eba\u7684\u624b\u673a\u3001\u7535\u8111\u91cc\uff0c\u66f4\u8bd5\u56fe\u5c06\u5236\u9020\u5927\u6a21\u578b\u7684\u201c\u94c1\u9524\u201d\u4ea4\u8fd8\u7ed9 AI \u81ea\u5df1\u3002\u5728\u901a\u5f80AGI\u7684\u9053\u8def\u4e0a\uff0c\u4e00\u6761\u65e0\u89c6\u7b97\u529b\u5c01\u9501\u3001\u5c5e\u4e8e\u4e2d\u56fd\u5927\u6a21\u578b\u7684\u81ea\u6211\u8fdb\u5316\u98de\u8f6e\u5df2\u7136\u5f00\u542f\uff0c\u5c5e\u4e8e\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316\u7684\u590d\u5229\u65f6\u4ee3\uff0c\u5df2\u7ecf\u5230\u6765\u3002<\/span><\/p>\n<p style=\"text-align: left;margin-left: 16px;margin-right: 16px\" data-mpa-action-id=\"mpm5uyjn24tp\" data-pm-slice=\"0 0 []\"><span style=\"font-size: 14px\" data-mpa-action-id=\"mpm5vbjp1aiw\" data-pm-slice=\"0 0 []\"><span style=\"font-size: 15px\"><span>ForgeTrain\u5f00\u6e90\u94fe\u63a5\uff1ahttps:\/\/github.com\/OpenBMB\/ForgeTrain<\/span><span>\uff085.26\u665a\u540e\u4e0a\u7ebf\uff09\u96f7\u5cf0\u7f51<span style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/span><\/span><\/span><\/p>\n<section><span data-mpa-action-id=\"molc8p9q192\"><\/span><\/section>\n<section style=\"text-align: center;margin-left: 16px;margin-right: 16px\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-0df926b06a58b3c157a94c85c076b085.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-0df926b06a58b3c157a94c85c076b085.jpeg\"><\/a><\/section>\n<section style=\"text-align: center;margin-left: 16px;margin-right: 16px\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-f8d533fd3133cc112aada66440d0d639.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-f8d533fd3133cc112aada66440d0d639.jpeg\"><\/a><\/section>\n<section><span data-mpa-action-id=\"mo9qh78ztan\"><\/span><\/section>\n<section><span data-mpa-action-id=\"mipr37w01zjd\"><\/span><\/section>\n<p>\u96f7\u5cf0\u7f51\u539f\u521b\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1<a href=\"https:\/\/r.xiumi.us\/board\/v5\/3qhbI\/392977584\" rel=\"nofollow\" target=\"_blank\">\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n<p>\n                        <a href=\"https:\/\/vip.yanxishe.com\/?from=leiphonearticle\" target=\"_blank\"><br \/>\n                            <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-b93cefb370f69df5fd4b3ce049f36c9a.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/05\/frc-b93cefb370f69df5fd4b3ce049f36c9a.jpeg\"><\/a><br \/>\n                        <\/a>\n                    <\/p>\n<p>                                            \u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.leiphone.com\/category\/yanxishe\/jSPdf6mpcrCnruQo.html\" target=\"_blank\">1B \u53c2\u6570\u8dd1\u51fa 2B \u6027\u80fd\uff1f\u9762\u58c1 MiniCPM5-1B \u7528 AI \u81ea\u8fdb\u5316\uff0c\u63d0\u901f AGI \u8fdb\u7a0b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u201c\u81ea\u9020\u201d\u65f6\u4ee3\u5f00\u542f\uff0c\u7aef\u4fa7\u7b97\u529b\u8fce\u6765\u201c\u5de5\u4e1a [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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