{"id":564,"date":"2026-10-14T08:12:43","date_gmt":"2026-10-14T00:12:43","guid":{"rendered":"https:\/\/aidashxp.com\/liquid-ai-lfm-2-5-24b-a2b\/"},"modified":"2026-10-14T08:12:43","modified_gmt":"2026-10-14T00:12:43","slug":"liquid-ai-lfm-2-5-24b-a2b","status":"publish","type":"post","link":"https:\/\/aidashxp.com\/en\/liquid-ai-lfm-2-5-24b-a2b\/","title":{"rendered":"Liquid AI \u53d1\u5e03 LFM 2.5\uff1a24B \u5f00\u6e90\u63a8\u7406\u6a21\u578b\uff0c\u4e13\u4e3a Agent \u5de5\u5177\u8c03\u7528\u800c\u751f"},"content":{"rendered":"<p class=\"wp-block-paragraph\">10 \u6708 13 \u65e5\uff0c\u4e3b\u6253&#8221;\u6db2\u6001\u795e\u7ecf\u7f51\u7edc&#8221;\u7684\u521d\u521b\u516c\u53f8 <strong>Liquid AI<\/strong> \u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u5f00\u6e90\u6a21\u578b <strong>LFM 2.5-24B-A2B<\/strong>\u3002\u8fd9\u662f\u4e00\u6b3e<strong>\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u63a8\u7406\u6a21\u578b<\/strong>\uff0c\u603b\u53c2\u6570 24B\u3001\u6fc0\u6d3b\u53c2\u6570\u4ec5 2.45B\uff0c\u5b9a\u4f4d\u975e\u5e38\u660e\u786e\uff1a\u4e3a<strong>\u4f1a\u8c03\u7528\u5de5\u5177\u7684 AI Agent<\/strong> \u800c\u751f\u3002\u6a21\u578b\u5df2\u4e0a\u7ebf OpenRouter\uff0c\u5f00\u53d1\u8005\u73b0\u5728\u5c31\u80fd\u901a\u8fc7 API \u8c03\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u53e5\u8bdd\u7406\u89e3\u5b83\uff1a\u5c0f\u800c\u4e13\u7684 Agent \u63a8\u7406\u6a21\u578b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LFM 2.5 \u6700\u5927\u7684\u7279\u70b9\u662f<strong>&#8220;\u56de\u7b54\u524d\u5fc5\u5148\u63a8\u7406&#8221;<\/strong>\u2014\u2014\u65e0\u8bba\u4efb\u52a1\u5927\u5c0f\uff0c\u6a21\u578b\u90fd\u4f1a\u5148\u8d70\u4e00\u904d\u63a8\u7406\u6d41\u7a0b\u518d\u8f93\u51fa\u7ed3\u679c\u3002\u5b98\u65b9\u660e\u786e\u5efa\u8bae\uff0c\u628a\u5b83\u7528\u5728\u9700\u8981\u8c03\u7528\u5de5\u5177\u3001\u6267\u884c\u591a\u6b65\u4efb\u52a1\u7684 Agent \u573a\u666f\u91cc\uff0c\u800c\u4e0d\u662f\u5f53\u901a\u7528\u804a\u5929\u673a\u5668\u4eba\u3002\u5bf9\u4e8e\u77e5\u8bc6\u5bc6\u96c6\u578b\u7684\u4efb\u52a1\uff0c\u5b98\u65b9\u63a8\u8350\u642d\u914d\u68c0\u7d22\uff08RAG\uff09\u6216\u8054\u7f51\u641c\u7d22\u4e00\u8d77\u4f7f\u7528\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Architecture<\/strong>\uff1aMoE \u6df7\u5408\u4e13\u5bb6\uff0c24B \u603b\u53c2\u6570\u30012.45B \u6fc0\u6d3b\u53c2\u6570\uff0c\u63a8\u7406\u65f6\u7b97\u529b\u5f00\u9500\u5f88\u4f4e\uff1b<\/li>\n<li><strong>context<\/strong>\uff1a128K \u7a97\u53e3\uff1b<\/li>\n<li><strong>position<\/strong>\uff1aAgent \u5de5\u5177\u8c03\u7528 + \u63a8\u7406\uff0c\u975e\u901a\u7528\u5bf9\u8bdd\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9a\u4ef7\uff1a\u5f00\u6e90\u6a21\u578b\u91cc\u7684&#8221;\u767d\u83dc\u4ef7&#8221;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LFM 2.5 \u5728 OpenRouter \u4e0a\u7684\u6807\u4ef7\u4e3a <strong>$0.05 \/ \u767e\u4e07\u8f93\u5165 token<\/strong>,<strong>$0.70 \/ \u767e\u4e07\u8f93\u51fa token<\/strong>\uff0c\u5b9e\u6d4b\u52a0\u6743\u5e73\u5747\u4ef7\u7ea6 $0.03 \/ $0.84\u3002\u8fd9\u4e2a\u8f93\u5165\u4ef7\u683c\u6bd4\u5f88\u591a\u5f00\u6e90\u5927\u6a21\u578b\u8fd8\u8981\u4fbf\u5b9c\uff0c\u914d\u5408 2.45B \u7684\u6fc0\u6d3b\u53c2\u6570\uff0c\u8dd1 Agent \u5de5\u4f5c\u6d41\u7684\u6210\u672c\u6781\u4f4e\u3002\u5b83\u7684\u541e\u5410\u91cf\u7ea6 115 token\/\u79d2\uff0c\u5ef6\u8fdf 0.31 \u79d2\uff0c\u9002\u5408\u5bf9\u5ef6\u8fdf\u654f\u611f\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8c01\u8be5\u7528\u5b83\uff1a\u51e0\u4e2a\u5178\u578b\u573a\u666f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Liquid AI \u662f\u4e00\u5bb6\u7531 MIT \u7814\u7a76\u56e2\u961f\u521b\u529e\u7684\u521d\u521b\u516c\u53f8\uff0c\u957f\u671f\u62bc\u6ce8&#8221;\u6db2\u6001\u795e\u7ecf\u7f51\u7edc&#8221;\uff08LFM \u7cfb\u5217\uff09\u8def\u7ebf\uff0c\u4e3b\u5f20\u7528\u66f4\u5c0f\u7684\u6a21\u578b\u89e3\u51b3\u66f4\u805a\u7126\u7684\u95ee\u9898\u3002LFM 2.5 \u5ef6\u7eed\u4e86\u8fd9\u4e00\u601d\u8def\uff0c\u6700\u9002\u5408\u4e0b\u9762\u51e0\u7c7b\u573a\u666f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u6b65\u9aa4\u5de5\u5177\u8c03\u7528 Agent<\/strong>\uff1a\u628a\u591a\u4e2a API\u3001\u51fd\u6570\u8c03\u7528\u4e32\u6210\u4e00\u6761\u5de5\u4f5c\u6d41\uff0c\u8ba9\u6a21\u578b\u5728\u6bcf\u4e00\u6b65\u4e4b\u95f4\u505a\u63a8\u7406\u51b3\u7b56\uff1b<\/li>\n<li><strong>\u4f4e\u6210\u672c\u63a8\u7406\u4efb\u52a1<\/strong>\uff1a\u5bf9\u5ef6\u8fdf\u548c\u9884\u7b97\u654f\u611f\u3001\u53c8\u9700\u8981\u4e00\u5b9a\u63a8\u7406\u80fd\u529b\u7684\u573a\u666f\uff0c\u7528\u5b83\u7684\u6fc0\u6d3b\u53c2\u6570\u6362\u53d6\u6781\u4f4e\u7684 token \u6210\u672c\uff1b<\/li>\n<li><strong>\u672c\u5730 \/ \u8fb9\u7f18\u90e8\u7f72<\/strong>\uff1a2.45B \u6fc0\u6d3b\u53c2\u6570\u7684\u4f53\u91cf\uff0c\u8ba9\u5b83\u6210\u4e3a\u5c11\u6570\u80fd\u585e\u8fdb\u6d88\u8d39\u7ea7\u663e\u5361\u7684\u5f00\u6e90\u63a8\u7406\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5c40\u9650\uff1a\u7ed3\u6784\u5316\u8f93\u51fa\u662f\u660e\u663e\u77ed\u677f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u9700\u8981\u6b63\u89c6\u7684\u95ee\u9898\uff1aLFM 2.5 \u5728 OpenRouter \u4e0a\u7684<strong>\u7ed3\u6784\u5316\u8f93\u51fa\u9519\u8bef\u7387\u9ad8\u8fbe 45%<\/strong>\uff0c\u5de5\u5177\u8c03\u7528\u9519\u8bef\u7387\u7ea6 9%\u3002\u8fd9\u610f\u5473\u7740\u5982\u679c\u4f60\u8ba9\u5b83\u4e25\u683c\u8f93\u51fa JSON \u6216\u56fa\u5b9a\u683c\u5f0f\uff0c\u5931\u8d25\u7387\u4f1a\u504f\u9ad8\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u5b98\u65b9\u5f3a\u8c03&#8221;\u642d\u914d\u68c0\u7d22\/\u641c\u7d22\u4f7f\u7528&#8221;\u2014\u2014\u5b83\u7684\u5f3a\u9879\u662f\u63a8\u7406\u548c\u8c03\u7528\uff0c\u800c\u975e\u7a33\u5b9a\u7684\u683c\u5f0f\u5316\u8f93\u51fa\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e0e\u5176\u4ed6\u5f00\u6e90\u6a21\u578b\u6a2a\u5411\u5bf9\u6bd4<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>Model<\/th><th>Parameter count<\/th><th>Core Positioning<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><strong>LFM 2.5-24B-A2B<\/strong><\/td><td>24B\uff08\u6fc0\u6d3b 2.45B\uff09<\/td><td>Agent \u5de5\u5177\u8c03\u7528\u63a8\u7406<\/td><\/tr>\n<tr><td><a href=\"https:\/\/aidashxp.com\/en\/mistral-large-4-le-chonk-1t-model\/\">Mistral Large 4<\/a><\/td><td>1 \u4e07\u4ebf<\/td><td>\u6700\u5f3a\u5f00\u6e90\u901a\u7528<\/td><\/tr>\n<tr><td><a href=\"https:\/\/aidashxp.com\/en\/reflection-beam-open-weight-release\/\">Reflection Beam<\/a><\/td><td>501B<\/td><td>\u4f4e\u7b97\u529b\u5bf9\u6807\u56fd\u4ea7<\/td><\/tr>\n<tr><td><a href=\"https:\/\/aidashxp.com\/en\/qwen38-2-4t-a95b-review\/\">Qwen3.8 2.4T<\/a><\/td><td>2.4 trillion<\/td><td>\u5f00\u6e90\u63a8\u7406\u65d7\u8230<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u548c\u52a8\u8f84\u5343\u4ebf\u3001\u4e07\u4ebf\u53c2\u6570\u7684\u5f00\u6e90\u5de8\u5934\u76f8\u6bd4\uff0cLFM 2.5 \u8d70\u7684\u662f<strong>&#8220;\u5c0f\u800c\u4e13&#8221;<\/strong>\u8def\u7ebf\uff1a\u727a\u7272\u4e86\u901a\u7528\u77e5\u8bc6\u5e7f\u5ea6\uff0c\u6362\u6765\u6781\u4f4e\u7684\u63a8\u7406\u6210\u672c\u548c\u660e\u786e\u7684 Agent \u5b9a\u4f4d\u3002\u5982\u679c\u4f60\u7684\u573a\u666f\u662f\u5927\u91cf\u8f7b\u91cf\u7ea7\u5de5\u5177\u8c03\u7528\uff0c\u5b83\u662f\u503c\u5f97\u5173\u6ce8\u7684\u9009\u9879\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions (FAQ)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">LFM 2.5 \u514d\u8d39\u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u6743\u91cd\u5f00\u6e90\uff0c\u53ef\u901a\u8fc7 OpenRouter \u6309 API \u8ba1\u8d39\u8c03\u7528\uff0c\u8f93\u5165\u7ea6 $0.05\/\u767e\u4e07 token\uff1b\u4e5f\u53ef\u81ea\u884c\u4e0b\u8f7d\u6743\u91cd\u672c\u5730\u90e8\u7f72\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LFM 2.5 \u548c\u901a\u7528\u5927\u6a21\u578b\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u662f\u4e3a\u8c03\u7528\u5de5\u5177\u7684 Agent \u8bbe\u8ba1\u7684\u63a8\u7406\u6a21\u578b\uff0c\u56de\u7b54\u524d\u5fc5\u5148\u63a8\u7406\uff0c\u77e5\u8bc6\u9762\u4e0d\u5982 GPT\u3001Gemini \u7b49\u901a\u7528\u65d7\u8230\u5e7f\uff0c\u9700\u642d\u914d\u68c0\u7d22\u6216\u8054\u7f51\u641c\u7d22\u4f7f\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LFM 2.5 \u672c\u5730\u90e8\u7f72\u9700\u8981\u4ec0\u4e48\u914d\u7f6e\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6fc0\u6d3b\u53c2\u6570\u4ec5 2.45B\uff0c\u7b97\u529b\u5f00\u9500\u4f4e\uff0c\u666e\u901a\u6d88\u8d39\u7ea7\u663e\u5361\u5373\u53ef\u8fd0\u884c\uff0c\u662f\u672c\u5730\u90e8\u7f72\u95e8\u69db\u5f88\u4f4e\u7684\u5f00\u6e90\u63a8\u7406\u6a21\u578b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LFM 2.5 \u6709\u4ec0\u4e48\u660e\u663e\u7f3a\u70b9\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ed3\u6784\u5316\u8f93\u51fa\u9519\u8bef\u7387\u504f\u9ad8\uff08\u7ea6 45%\uff09\uff0c\u4e0d\u9002\u5408\u4e25\u683c JSON \u683c\u5f0f\u5316\u7684\u573a\u666f\uff1b\u5de5\u5177\u8c03\u7528\u9519\u8bef\u7387\u7ea6 9%\uff0c\u9700\u5728\u5de5\u7a0b\u4fa7\u505a\u5bb9\u9519\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u600e\u4e48\u5feb\u901f\u4e0a\u624b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u5728\u9879\u76ee\u91cc\u8bd5\u8dd1 LFM 2.5\uff0c\u6700\u7b80\u5355\u7684\u65b9\u5f0f\u662f\u901a\u8fc7 <strong>OpenRouter<\/strong> \u7684 API \u76f4\u63a5\u8c03\u7528\uff0c\u6a21\u578b\u540d\u79f0\u4e3a <code>liquid\/lfm-2.5-24b-a2b<\/code>\uff0c\u65e0\u9700\u81ea\u5df1\u642d\u63a8\u7406\u73af\u5883\u3002\u5982\u679c\u8981\u505a\u672c\u5730\u90e8\u7f72\uff0c\u5b98\u65b9\u4e5f\u5f00\u653e\u4e86\u6a21\u578b\u6743\u91cd\uff0c\u6309 2.45B \u6fc0\u6d3b\u53c2\u6570\u7684\u4f53\u91cf\uff0c\u4e00\u5f20\u4e3b\u6d41\u6e38\u620f\u663e\u5361\u5373\u53ef\u5e26\u52a8\u3002\u5efa\u8bae\u5148\u7528\u5b83\u505a\u4e00\u4e2a\u591a\u6b65\u9aa4\u5de5\u5177\u8c03\u7528\u7684\u6700\u5c0f\u539f\u578b\uff0c\u91cd\u70b9\u89c2\u5bdf\u63a8\u7406\u94fe\u8def\u548c\u7ed3\u6784\u5316\u8f93\u51fa\u7684\u7a33\u5b9a\u6027\uff0c\u518d\u51b3\u5b9a\u662f\u5426\u4e0a\u751f\u4ea7\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Summarize<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LFM 2.5 \u4e0d\u662f\u53c8\u4e00\u4e2a&#8221;\u5806\u53c2\u6570&#8221;\u7684\u65d7\u8230\uff0c\u800c\u662f\u4e00\u6b3e\u5b9a\u4f4d\u6e05\u6670\u3001\u6210\u672c\u6781\u4f4e\u7684 Agent \u63a8\u7406\u6a21\u578b\u3002\u5982\u679c\u4f60\u5728\u642d\u9700\u8981\u5927\u91cf\u5de5\u5177\u8c03\u7528\u7684 AI \u5de5\u4f5c\u6d41\uff0c\u4e14\u80fd\u63a5\u53d7\u7ed3\u6784\u5316\u8f93\u51fa\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u5b83\u503c\u5f97\u653e\u8fdb\u5019\u9009\u540d\u5355\u8bd5\u8dd1\u3002\u5b83\u548c\u5343\u4ebf\u7ea7\u5f00\u6e90\u6a21\u578b\u7684\u5173\u7cfb\uff0c\u66f4\u50cf\u662f&#8221;\u4e13\u4e1a\u5de5\u5177&#8221;\u4e4b\u4e8e&#8221;\u5168\u80fd\u52a9\u624b&#8221;\u2014\u2014\u9009\u54ea\u4e2a\uff0c\u53d6\u51b3\u4e8e\u4f60\u7684\u4efb\u52a1\u5230\u5e95\u6709\u591a\u7a84\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Want to Discover More Useful AI Tools? Explore Our <a href=\"https:\/\/aidashxp.com\/en\/ai-models\/\">AI Model Library<\/a> and <a href=\"https:\/\/aidashxp.com\/en\/compare-tools\/\">Tool Comparison Engine<\/a>or continue reading:<a href=\"https:\/\/aidashxp.com\/en\/mistral-large-4-le-chonk-1t-model\/\">Mistral Large 4<\/a> \u00b7 <a href=\"https:\/\/aidashxp.com\/en\/reflection-beam-open-weight-release\/\">Reflection Beam<\/a> \u00b7 <a href=\"https:\/\/aidashxp.com\/en\/deepseek-v4-pro-0813-review\/\">DeepSeek V4 Pro benchmark<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>10 \u6708 13 \u65e5\uff0c\u4e3b\u6253&#8221;\u6db2 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","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":"","ast-disable-related-posts":"","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-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[46],"tags":[],"class_list":["post-564","post","type-post","status-publish","format-standard","hentry","category-ai-news"],"_links":{"self":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts\/564","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/comments?post=564"}],"version-history":[{"count":0,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts\/564\/revisions"}],"wp:attachment":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/media?parent=564"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/categories?post=564"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/tags?post=564"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}