{"id":36341,"date":"2025-01-09T14:00:14","date_gmt":"2025-01-09T06:00:14","guid":{"rendered":"https:\/\/17aitech.com\/?p=36341"},"modified":"2025-01-09T14:00:14","modified_gmt":"2025-01-09T06:00:14","slug":"%e5%a4%a9%e6%a1%a5%e8%84%91%e7%a7%91%e5%ad%a6%e7%a0%94%e7%a9%b6%e9%99%a2%e8%87%aa%e7%a0%94omne%e6%a1%86%e6%9e%b6%e7%99%bb%e9%a1%b6gaia%e6%a6%9c%e9%a6%96","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36341","title":{"rendered":"\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u81ea\u7814OMNE\u6846\u67b6\u767b\u9876GAIA\u699c\u9996"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-24-14\" target=\"_blank\">\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u81ea\u7814OMNE\u6846\u67b6\u767b\u9876GAIA\u699c\u9996<\/a><\/p>\n<p>\u8fd1\u65e5\uff0c\u6765\u81ea\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\uff08Tianqiao and Chrissy Chen Institute\uff09\u7684AI\u56e2\u961f\u5728\u4eba\u5de5\u667a\u80fd\u6280\u672f\u9886\u57df\u53d6\u5f97\u4e86\u91cd\u8981\u8fdb\u5c55\uff0c\u5176\u81ea\u7814\u7684OMNE Multiagent\u5927\u6a21\u578b\u591a\u667a\u80fd\u4f53\u6846\u67b6\u767b\u4e0a Hugging Face \u53d1\u5e03\u7684 GAIA \u57fa\u51c6\u6d4b\u8bd5\u6392\u884c\u699c\u699c\u9996\uff0c\u8d85\u8d8a\u4e86\u5305\u62ec\u5fae\u8f6f\u7814\u7a76\u9662\u5728\u5185\u7684\u4f17\u591a\u9876\u5c16\u673a\u6784\u63d0\u4ea4\u7684\u591a\u667a\u80fd\u4f53\u6846\u67b6\u3002<strong>\u8fd9\u9879\u6210\u679c\u501f\u9274\u4e86\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u591a\u5e74\u7684\u5927\u8111\u7814\u7a76\u79ef\u7d2f\uff0c\u901a\u8fc7\u7ed9\u4e88Agent\u957f\u671f\u8bb0\u5fc6\u7684\u80fd\u529b\uff0c\u8ba9\u6a21\u578b\u80fd\u591f\u8fdb\u884c\u6df1\u5ea6\u6162\u601d\u8003\uff0c\u52a0\u5f3a\u4e86LLM\u5bf9\u590d\u6742\u95ee\u9898\u7684\u51b3\u7b56\u80fd\u529b\u3002<\/strong><\/p>\n<p>\u8fd9\u662f\u81ea\u53bb\u5e74\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u521b\u59cb\u4eba\u3001\u524d\u4e2d\u56fd\u4e92\u8054\u7f51\u5927\u4f6c\u9648\u5929\u6865\u5ba3\u5e03All In AI\u6218\u7565\u4ee5\u6765\uff0c\u65d7\u4e0bAI\u56e2\u961f\u53d6\u5f97\u7684\u4e00\u9879\u91cd\u5927\u6210\u679c\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-0e177757eddd04820b25cc46e5cec60c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-0e177757eddd04820b25cc46e5cec60c.png\"><\/a><\/p>\n<p><strong>OMNE<\/strong><strong>\u76ee\u524d\u7684\u6574\u4f53\u6210\u529f\u7387\u4e3a40.53%\uff0c\u8fd9\u9879\u7ed3\u679c\u9886\u5148\u4e8e Meta\u3001\u5fae\u8f6f\u3001Hugging Face\u3001\u666e\u6797\u65af\u987f\u5927\u5b66\u3001\u9999\u6e2f\u5927\u5b66\u3001\u82f1\u56fd AI \u5b89\u5168\u7814\u7a76\u6240\u3001\u767e\u5ddd\u7b49\u77e5\u540d\u673a\u6784\u7684\u63d0\u4ea4\u3002\u800c\u914d\u5907\u63d2\u4ef6\u7684GPT-4\u4ec5\u4e3a15%\u3002<\/strong><\/p>\n<p>GAIA \u662f\u7531 Meta AI\u3001Hugging Face \u548c AutoGPT \u8054\u5408\u63a8\u51fa\u7684\u57fa\u51c6\u6d4b\u8bd5\u7cfb\u7edf\uff0c\u65e8\u5728\u63d0\u4f9b\u4e00\u4e2a\u6db5\u76d6\u771f\u5b9e\u4e16\u754c\u95ee\u9898\u96c6\u7684\u6d4b\u8bd5\u73af\u5883\uff0c\u7528\u4e8e\u5168\u9762\u8bc4\u4f30 AI \u52a9\u624b\u7684\u80fd\u529b\uff0c\u5305\u62ec\u63a8\u7406\u3001\u5927\u6a21\u578b\u591a\u667a\u80fd\u4f53\u5904\u7406\u3001\u7f51\u9875\u6d4f\u89c8\u548c\u5de5\u5177\u4f7f\u7528\u7b49\u6838\u5fc3\u529f\u80fd\uff0c\u662f\u5f53\u524d\u6700\u5177\u6311\u6218\u6027\u7684\u591a\u4ee3\u7406\u667a\u80fd\u8bc4\u4f30\u6570\u636e\u96c6\u3002OMNE\u6846\u67b6\u80fd\u591f\u5728\u5982\u6b64\u4e25\u82db\u7684\u699c\u5355\u4e2d\u62d4\u5f97\u5934\u7b79\uff0c\u5145\u5206\u4f53\u73b0\u4e86AI \u56e2\u961f\u7684\u6280\u672f\u6df1\u5ea6\u4e0e\u521b\u65b0\u80fd\u529b\u3002<\/p>\n<p>OMNE\u662f\u4e00\u4e2a\u57fa\u4e8e\u957f\u671f\u8bb0\u5fc6\uff08Long Term Memory, LTM\uff09\u7684\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u6846\u67b6\uff0c\u6bcf\u4e2a\u667a\u80fd\u4f53\u62e5\u6709\u76f8\u540c\u4e14\u72ec\u7acb\u7684\u7cfb\u7edf\u7ed3\u6784\uff0c\u80fd\u591f\u81ea\u4e3b\u5b66\u4e60\u548c\u7406\u89e3\u5b8c\u6574\u7684\u4e16\u754c\u6a21\u578b\uff0c\u4ece\u800c\u72ec\u7acb\u7406\u89e3\u73af\u5883\u3002\u57fa\u4e8eLTM\u7684\u591a\u667a\u80fd\u4f53\u534f\u540c\u4f53\u7cfb\uff0c\u4f7fAI\u7cfb\u7edf\u80fd\u591f\u5b9e\u65f6\u9002\u5e94\u4e2a\u4f53\u884c\u4e3a\u53d8\u5316\uff0c\u4f18\u5316\u4efb\u52a1\u89c4\u5212\u4e0e\u6267\u884c\uff0c\u63a8\u52a8\u4e2a\u6027\u5316\u4e0e\u9ad8\u6548\u7684\u81ea\u6211\u8fdb\u5316\u3002<\/p>\n<p>\u672c\u6b21\u699c\u5355\u7684\u7684\u91cd\u5927\u7a81\u7834\u5728\u4e8e\u878d\u5408\u4e86\u957f\u671f\u8bb0\u5fc6\u7684\u673a\u5236\uff0c\u901a\u8fc7\u957f\u671f\u8bb0\u5fc6\u5927\u5e45\u964d\u4f4e\u4e86MCTS\u7684\u641c\u7d22\u7a7a\u95f4\uff0c\u63d0\u9ad8\u4e86\u5728\u590d\u6742\u95ee\u9898\u4e0a\u7684\u51b3\u7b56\u80fd\u529b\u3002<strong>\u901a\u8fc7\u5f15\u5165\u66f4\u9ad8\u6548\u7684\u903b\u8f91\u63a8\u7406\uff0cOMNE\u4e0d\u4ec5\u63d0\u5347\u4e86\u5355\u4e2a\u667a\u80fd\u4f53\u7684\u667a\u80fd\u6c34\u5e73\uff0c\u8fd8\u901a\u8fc7\u4f18\u5316\u534f\u4f5c\u673a\u5236\uff0c\u663e\u8457\u589e\u5f3a\u4e86\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u6574\u4f53\u80fd\u529b\u3002\u8fd9\u4e00\u63d0\u5347\u673a\u5236\u6b63\u662f\u53d7\u5230\u4e86\u4eba\u7c7b\u5927\u8111\u76ae\u5c42\u67f1\u72b6\u7ed3\u6784\u7814\u7a76\u7684\u542f\u53d1\uff0c\u76ae\u8d28\u67f1\u4f5c\u4e3a\u5927\u8111\u8ba4\u77e5\u548c\u884c\u4e3a\u529f\u80fd\u7684\u57fa\u7840\u5355\u5143\uff0c\u901a\u8fc7\u590d\u6742\u7684\u534f\u4f5c\u673a\u5236\u5b9e\u73b0\u4fe1\u606f\u5904\u7406\u3002AI\u6a21\u578b\u901a\u8fc7\u5f3a\u5316\u5355\u4f53\u667a\u80fd\u4e0e\u667a\u80fd\u4f53\u95f4\u7684\u534f\u4f5c\uff0c\u53ef\u80fd\u9010\u6e10\u4ea7\u751f\u8ba4\u77e5\u80fd\u529b\u7684\u6d8c\u73b0\uff0c\u6784\u5efa\u51fa\u5185\u90e8\u7684\u8868\u5f81\u6a21\u578b\uff0c\u8fdb\u800c\u63a8\u52a8\u7cfb\u7edf\u6574\u4f53\u667a\u80fd\u7684\u98de\u8dc3\u3002<\/strong><\/p>\n<p>&#8220;\u6211\u4eec\u975e\u5e38\u81ea\u8c6a\u5730\u770b\u5230 OMNE \u6846\u67b6\u767b\u4e0a GAIA \u699c\u9996\u3002&#8221;\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662AI\u56e2\u961f\u8d1f\u8d23\u4eba\u8868\u793a\uff0c&#8221;\u8fd9\u8868\u660e\u4e86\u5229\u7528LTM\u8fdb\u884cAI\u81ea\u6211\u8fdb\u5316\u4ee5\u53ca\u89e3\u51b3\u73b0\u5b9e\u4e16\u754c\u95ee\u9898\u7684\u5de8\u5927\u6f5c\u529b\u3002\u6211\u4eec\u76f8\u4fe1\uff0c\u63a8\u8fdb\u957f\u671f\u8bb0\u5fc6\u548cAI\u81ea\u8fdb\u5316\u7684\u7814\u7a76\uff0c\u5bf9\u4e8eAI\u6280\u672f\u7684\u6301\u7eed\u53d1\u5c55\u548c\u5b9e\u9645\u5e94\u7528\u81f3\u5173\u91cd\u8981\u3002&#8221;<\/p>\n<p>\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u7531\u9648\u5929\u6865\u3001\u96d2\u828a\u828a\u592b\u5987\u51fa\u8d4410\u4ebf\u7f8e\u5143\u521b\u5efa\uff0c\u662f\u4e16\u754c\u4e0a\u6700\u5927\u7684\u79c1\u4eba\u8111\u79d1\u5b66\u7814\u7a76\u673a\u6784\u4e4b\u4e00\u3002\u7814\u7a76\u9662\u59cb\u7ec8\u56f4\u7ed5\u5168\u7403\u5316\u3001\u8de8\u5b66\u79d1\u548c\u9752\u5e74\u79d1\u5b66\u5bb6\u4e09\u5927\u91cd\u70b9\uff0c\u652f\u6301AI\u548c\u8111\u79d1\u5b66\u7814\u7a76\uff0c\u81f4\u529b\u4e8e\u9020\u798f\u4eba\u7c7b\u3002\u4eca\u5e74\u4ee5\u6765\uff0c\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u4e0e\u300aScience\u300b\u6742\u5fd7\u5408\u4f5c\u63a8\u51fa\u4e86\u5168\u7403AI\u9a71\u52a8\u79d1\u5b66\u5927\u5956\uff0c\u5e76\u4e3e\u529e\u548c\u652f\u6301\u4e86\u5305\u62ec&#8221;AI+\u7cbe\u795e\u5065\u5eb7&#8221;\u5728\u5185\u7684\u5404\u79cd\u9ad8\u6c34\u5e73\u56fd\u9645\u4f1a\u8bae\u548c\u590f\u6821\u9879\u76ee\uff0c\u81f4\u529b\u4e8e\u57f9\u517b\u8de8\u5b66\u79d1\u7684\u9752\u5e74AI\u4eba\u624d\u3002<\/p>\n<p>GAIA benchmark\u94fe\u63a5\uff1a<\/p>\n<p><a href=\"https:\/\/huggingface.co\/datasets\/gaia-benchmark\/results_public\/viewer\/2023\/test?sort%5bcolumn%5d=score&amp;sort%5bdirection%5d=desc\">https:\/\/huggingface.co\/datasets\/gaia-benchmark\/results_public\/viewer\/2023\/test?sort[column]=score&amp;sort[direction]=desc<\/a><\/p>\n<p>\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u5173\u4e8eAI\u957f\u671f\u8bb0\u5fc6\u7684\u8bba\u6587\u300aLong Term Memory: The Foundation of AI Self-Evolution\u300b\u5df2\u53d1\u8868\u4e8earXiv\u7f51\u7ad9\uff1a<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2410.15665\">https:\/\/arxiv.org\/abs\/2410.15665<\/a><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-24-14\" target=\"_blank\">\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u81ea\u7814OMNE\u6846\u67b6\u767b\u9876GAIA\u699c\u9996<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u81ea\u7814O [&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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