{"id":35894,"date":"2025-01-02T21:00:16","date_gmt":"2025-01-02T13:00:16","guid":{"rendered":"https:\/\/17aitech.com\/?p=35894"},"modified":"2025-01-02T21:00:16","modified_gmt":"2025-01-02T13:00:16","slug":"%e5%8f%b7%e7%a7%b0%e5%87%bb%e8%b4%a5claude-3-5-sonnet%ef%bc%8c%e5%aa%b2%e7%be%8egpt-4o%ef%bc%8c%e5%bc%80%e6%ba%90%e5%a4%9a%e6%a8%a1%e6%80%81%e6%a8%a1%e5%9e%8bmolmo%e6%8c%91%e6%88%98scaling-law","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35894","title":{"rendered":"\u53f7\u79f0\u51fb\u8d25Claude 3.5 Sonnet\uff0c\u5ab2\u7f8eGPT-4o\uff0c\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578bMolmo\u6311\u6218Scaling law"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-05-5\" target=\"_blank\">\u53f7\u79f0\u51fb\u8d25Claude 3.5 Sonnet\uff0c\u5ab2\u7f8eGPT-4o\uff0c\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578bMolmo\u6311\u6218Scaling law<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"18\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>Molmo\uff0c\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578b\u6b63\u5728\u53d1\u529b\uff01<\/section>\n<\/section>\n<\/blockquote>\n<article>\n<p>\u867d\u7136\u5927\u5bb6\u4e00\u76f4\u5728\u671f\u5f85\u8c37\u6b4c\u3001OpenAI \u7b49\u7b49\u62e5\u6709\u65e0\u9650\u8d44\u91d1\u50a8\u5907\u548c\u9876\u5c16\u4eba\u624d\u7684\u5927\u5382\u505a\u51fa\u65b0\u7684 Sota \u6a21\u578b\u3002\u4e0d\u8fc7\uff0c\u4e00\u5bb6\u9ed8\u9ed8\u8015\u8018\u7684\u521b\u4e1a\u516c\u53f8 Ai2 \u53d1\u5e03\u4e86\u4e00\u6b3e\u591a\u6a21\u6001\u4eba\u5de5\u667a\u80fd\u6a21\u578b Molmo\u3002<\/p>\n<p>\u5728\u4e0b\u9762\u5c55\u793a\u7684\u89c6\u9891\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230 Molmo \u5c31\u50cf\u94a2\u94c1\u4fa0\u7684\u300c\u8d3e\u7ef4\u65af\u300d\u4e00\u6837\u4e07\u80fd\u3002\u60f3\u5356\u81ea\u884c\u8f66\uff0c\u54a8\u8be2\u4e00\u4e0b Molmo \u7684\u5efa\u8bae\uff0c\u4ec5\u9760\u4e00\u5f20\u7167\u7247\uff0cMolmo \u5c31\u80fd\u628a\u81ea\u884c\u8f66\u7684\u989c\u8272\u3001\u54c1\u724c\u548c\u4e8c\u624b\u552e\u4ef7\u641e\u6e05\u695a\uff0c\u5e76\u4e14\u5e2e\u4f60\u5199\u51fa\u4e00\u53e5\u987a\u53e3\u7684\u5e7f\u544a\u8bed\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650936903&amp;idx=2&amp;sn=316f42606cfd78b61ff4fafb06ca96e4&amp;chksm=84e7d239b3905b2fd9adf4b72e3e9350b415411f29cf5cdc244b3a9d350ab431baaecd42e6f2&amp;token=1830515020&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-11b922cd4eb77bc96e64087557ba2ad7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-11b922cd4eb77bc96e64087557ba2ad7.png\"><\/a><\/a><\/p>\n<p>\u5b83\u4e5f\u53ef\u4ee5\u4ece\u865a\u62df\u4e16\u754c\u5e2e\u4f60\u89e3\u51b3\u73b0\u5b9e\u4e16\u754c\u7684\u95ee\u9898\uff0c\u8bf4\u4e00\u53e5\uff1a\u300cMolmo\uff0c\u5e2e\u6211\u4e70\u676f\u661f\u5df4\u514b\u7684\u5357\u74dc\u62ff\u94c1\u3002\u300d\u5269\u4e0b\u7684\u5c31\u4e0d\u7528\u52a8\u624b\u4e86\uff0c\u6253\u5f00\u5916\u5356\u7f51\u9875\u3001\u70b9\u9910\u3001\u4ed8\u6b3e\uff0cMolmo \u4e00\u6c14\u5475\u6210\u3002\u4f60\u6240\u8981\u505a\u7684\uff0c\u5c31\u662f\u5750\u5728\u5bb6\u4e2d\uff0c\u9759\u5019\u5496\u5561\u9001\u5230\u4f60\u7684\u624b\u4e2d\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f33c74f51c2fe4cdde23a16b164d48e8.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f33c74f51c2fe4cdde23a16b164d48e8.gif\"><\/a><\/section>\n<p>\u673a\u5668\u4e4b\u5fc3\u4e5f\u5c1d\u8bd5\u4e86\u4e00\u4e0b\u4ed6\u4eec\u5728\u7ebf\u53d1\u5e03\u7684 Demo \u6a21\u578b\u3002\u76f8\u8f83\u4e8e\u5ba3\u4f20\u89c6\u9891\uff0c\u5176\u529f\u80fd\u8fd8\u5f88\u6709\u9650\uff0c\u6240\u4ee5\u6211\u4eec\u8ba9\u5176\u6267\u884c\u4e86\u56fe\u50cf\u63cf\u8ff0\u4efb\u52a1\uff0c\u53ef\u4ee5\u770b\u5230 Molmo \u5728\u7ec6\u8282\u63cf\u8ff0\u548c\u51c6\u786e\u5ea6\u4e0a\u7684\u8868\u73b0\u786e\u5b9e\u5f88\u4e0d\u9519\uff0c\u5b83\u751a\u81f3\u80fd\u6ce8\u610f\u5230\u732b\u80cc\u4e0a\u7684\u5c0f\u73a9\u5177\uff1a\u300c\u73a9\u5177\u770b\u8d77\u6765\u50cf\u4e00\u53ea\u7eff\u8272\u7684\u8001\u9f20\uff0c\u9f3b\u5b50\u662f\u7c89\u7ea2\u8272\u7684\uff0c\u5c3e\u5df4\u662f\u84ec\u677e\u7684\uff0c\u7fbd\u6bdb\u8272\u5f69\u7f24\u7eb7\u3002\u300d<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-9dcad5a40395943f2bc60792231c29d5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-9dcad5a40395943f2bc60792231c29d5.png\"><\/a><\/section>\n<p>\u4f46\u9057\u61be\u7684\u662f\uff0cMolmo \u7684\u6c49\u8bed\u8f93\u51fa\u80fd\u529b\u975e\u5e38\u6709\u9650\uff0c\u5373\u4f7f\u6211\u4eec\u660e\u786e\u8981\u6c42\u5176\u8f93\u51fa\u6c49\u8bed\uff0c\u5b83\u4e5f\u672a\u80fd\u529e\u5230\uff1a<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2e19571692c22f33f3984ed3d5764adf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2e19571692c22f33f3984ed3d5764adf.png\"><\/a><\/section>\n<p>\u9664\u4e86 Demo\uff0c\u4ece\u6570\u636e\u6765\u770b\uff0cMolmo \u7684\u8868\u73b0\u4e5f\u8db3\u591f\u60ca\u8273\u3002\u5728\u4eba\u7c7b\u6d4b\u8bc4\u548c\u4e00\u7cfb\u5217\u6d4b\u8bd5\u96c6\u4e2d\uff0cMolmo \u7684\u5f97\u5206\u51fb\u8d25\u4e86 Claude 3.5 Sonnet\u3001GPT4V \u7b49\u4e00\u4f17\u9876\u5c16\u6a21\u578b\uff0c\u751a\u81f3\u53ef\u4ee5\u5ab2\u7f8e GPT4o\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f43eb69ff2f55797392ba24e2d822fca.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f43eb69ff2f55797392ba24e2d822fca.png\"><\/a><\/section>\n<p>\u4e0d\u8fc7\uff0cMolmo \u7684\u4f53\u91cf\u66f4\u5c0f\uff0c\u5374\u80fd\u300c\u4ee5\u5c0f\u640f\u5927\u300d\uff0c\u6027\u80fd\u8d85\u8d8a\u4e86\u6bd4\u5b83\u7684\u53c2\u6570\u91cf\u5927\u5341\u500d\u7684\u5176\u4ed6\u6a21\u578b\u3002\u636e Ai2 \u9996\u5e2d\u6267\u884c\u5b98 Ali Farhadi \u79f0\uff0cMolmo \u7684\u4f53\u79ef\u5c0f\u5230\u53ef\u4ee5\u5728\u672c\u5730\u8fd0\u884c\uff0c\u5b83\u65e0\u9700 API\u3001\u65e0\u9700\u8ba2\u9605\u3001\u66f4\u65e0\u9700\u6210\u672c\u9ad8\u6602\u7684\u6db2\u51b7 GPU \u96c6\u7fa4\u3002<\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f Molmo \u5b8c\u5168\u514d\u8d39\u4e14\u5f00\u6e90\uff0c\u6240\u6709\u7684\u6743\u91cd\u3001\u4ee3\u7801\u3001\u6570\u636e\u548c\u8bc4\u4f30\u6d41\u7a0b\u90fd\u5373\u5c06\u516c\u5e03\u3002<\/p>\n<p>\u90e8\u5206\u6a21\u578b\u6743\u91cd\u3001\u63a8\u7406\u4ee3\u7801\u548c\u4e00\u4e2a\u57fa\u4e8e Molmo-7B-D \u6a21\u578b\u7684\u516c\u5f00\u6f14\u793a\u5df2\u7ecf\u53ef\u4ee5\u4f7f\u7528\u3002<\/p>\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=\"#\" 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>\u57fa\u51c6\u8bc4\u4f30\u548c\u5927\u89c4\u6a21\u4eba\u7c7b\u504f\u597d\u6392\u540d<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/17aitech.com\/?p=35894\/#_Ai2_%E9%A6%96%E5%B8%AD%E6%89%A7%E8%A1%8C%E5%AE%98_Ali_Farhadi\" >\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Ai2 \u9996\u5e2d\u6267\u884c\u5b98 Ali Farhadi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/17aitech.com\/?p=35894\/#%E6%A8%A1%E5%9E%8B%E6%9E%B6%E6%9E%84\" >\u6a21\u578b\u67b6\u6784<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/17aitech.com\/?p=35894\/#%E5%8F%91%E5%B8%83%E8%AE%A1%E5%88%92\" >\u53d1\u5e03\u8ba1\u5212<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/17aitech.com\/?p=35894\/#%E5%8F%82%E8%80%83%E9%93%BE%E6%8E%A5%EF%BC%9A\" >\u53c2\u8003\u94fe\u63a5\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/17aitech.com\/?p=35894\/#https_xcomreach_vbstatus1838938439267258840\" >https:\/\/x.com\/reach_vb\/status\/1838938439267258840<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/17aitech.com\/?p=35894\/#https_techcrunchcom20240925ai2s-molmo-shows-open-source-can-meet-and-beat-closed-multimodal-models\" >https:\/\/techcrunch.com\/2024\/09\/25\/ai2s-molmo-shows-open-source-can-meet-and-beat-closed-multimodal-models\/<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/17aitech.com\/?p=35894\/#https_molmoallenaiorgblog\" >https:\/\/molmo.allenai.org\/blog<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/17aitech.com\/?p=35894\/#https_molmoallenaiorgpaperpdf\" >https:\/\/molmo.allenai.org\/paper.pdf<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h4><span class=\"ez-toc-section\" id=\"%E4%BD%93%E9%AA%8C%E9%93%BE%E6%8E%A5%EF%BC%9Ahttps_huggingfacecocollectionsallenaimolmo-66f379e6fe3b8ef090a8ca19\"><\/span>\u4f53\u9a8c\u94fe\u63a5\uff1ahttps:\/\/huggingface.co\/collections\/allenai\/molmo-66f379e6fe3b8ef090a8ca19<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Ai2 \u53c8\u662f\u5982\u4f55\u505a\u5230\u300c\u56db\u4e24\u62e8\u5343\u91d1\u300d\u7684\u5462\uff1f\u7b54\u6848\u5728 Ai2 \u516c\u5e03\u7684\u6280\u672f\u62a5\u544a\u548c\u8bba\u6587\u4e2d\uff0c\u8fd9\u4e2a\u79d8\u8bc0\u5c31\u662f\uff1a\u6570\u636e\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-94c9e3d6c26b2c44cef88953ccfef574.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-94c9e3d6c26b2c44cef88953ccfef574.png\"><\/a><\/section>\n<h4><span class=\"ez-toc-section\" id=\"%E8%AE%BA%E6%96%87%E9%93%BE%E6%8E%A5%EF%BC%9Ahttps_molmoallenaiorgpaperpdf\"><\/span>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/molmo.allenai.org\/paper.pdf<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u76ee\u524d\uff0c\u6700\u5148\u8fdb\u7684\u591a\u6a21\u6001\u6a21\u578b\u5927\u591a\u662f\u95ed\u6e90\u7684\uff0c\u5373\u4f7f\u6709\u4e00\u4e9b\u5f00\u6e90\u7684\u6a21\u578b\u8868\u73b0\u4e0d\u9519\uff0c\u4f46\u5b83\u4eec\u901a\u5e38\u4f9d\u8d56\u4e8e\u4e13\u6709\u6a21\u578b\u751f\u6210\u7684\u5408\u6210\u6570\u636e\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u9ad8\u6027\u80fd VLM\uff0c\u5bf9\u4e8e\u5f00\u6e90\u793e\u533a\u6765\u8bf4\uff0c\u79cd\u79cd\u57fa\u7840\u77e5\u8bc6\u90fd\u5f88\u96be\u83b7\u5f97\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7511e88eadb08ea4d9049fb52c3cf857.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7511e88eadb08ea4d9049fb52c3cf857.png\"><\/a><\/p>\n<h5><span class=\"ez-toc-section\" id=\"_%E5%90%84%E5%A4%A7%E5%A4%9A%E6%A8%A1%E6%80%81%E6%A8%A1%E5%9E%8B%E7%9A%84%E5%BC%80%E6%BA%90%E7%A8%8B%E5%BA%A6\"><\/span>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u5404\u5927\u591a\u6a21\u6001\u6a21\u578b\u7684\u5f00\u6e90\u7a0b\u5ea6<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<p>\u5982\u4e0a\u56fe\u6240\u793a\uff0cAi2 \u7684\u7814\u7a76\u56e2\u961f\u7edf\u8ba1\u4e86\u76ee\u524d VLM \u7684\u5f00\u6e90\u7a0b\u5ea6\uff0c\u9664\u4e86\u76f4\u63a5\u770b\u6a21\u578b\u7684\u6743\u91cd\u3001\u6570\u636e\u548c\u4ee3\u7801\u662f\u5426\u516c\u5f00\uff0c\u4ed6\u4eec\u8fd8\u8003\u8651\u4e86\u6a21\u578b\u662f\u5426\u4f9d\u8d56\u4e8e\u5176\u4ed6\u95ed\u6e90\u6a21\u578b\u3002\u5982\u679c\u4e00\u4e2a\u6a21\u578b\u5728\u8bad\u7ec3\u4e2d\u7528\u4e86\u5176\u4ed6\u4e13\u6709\u6a21\u578b\u751f\u6210\u7684\u6570\u636e\uff0c\u90a3\u5b83\u5c31\u88ab\u6807\u8bb0\u4e3a\u300c\u84b8\u998f\u300d\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u65e0\u6cd5\u5b8c\u5168\u72ec\u7acb\u518d\u73b0\u3002<\/p>\n<p>\u9488\u5bf9\u300c\u95ed\u6e90\u300d\u7684\u74f6\u9888\uff0cAi2 \u4f7f\u7528\u8bed\u97f3\u63cf\u8ff0\u6536\u96c6\u4e86\u4e00\u4e2a\u9ad8\u7ec6\u8282\u5ea6\u7684\u56fe\u50cf\u63cf\u8ff0\u6570\u636e\u96c6\uff0c\u8fd9\u4e2a\u6570\u636e\u96c6\u5b8c\u5168\u7531\u4eba\u5de5\u6807\u6ce8\uff0c\u5e76\u53ef\u4ee5\u516c\u5f00\u8bbf\u95ee\u3002<\/p>\n<p>\u8be5\u56e2\u961f\u8ba4\u4e3a\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u8bc0\u7a8d\u662f\u4f7f\u7528\u66f4\u5c11\u4f46\u8d28\u91cf\u66f4\u597d\u7684\u6570\u636e\u3002\u9762\u5bf9\u6570\u5341\u4ebf\u5f20\u56fe\u50cf\uff0c\u4e0d\u53ef\u80fd\u4ec5\u9760\u4eba\u529b\u5b8c\u6210\u7b5b\u9009\u3001\u7cbe\u7ec6\u6807\u6ce8\u548c\u53bb\u91cd\u7684\u5de5\u4f5c\uff0c\u56e0\u6b64\uff0c\u4ed6\u4eec\u6ca1\u6709\u9009\u62e9 scaling law\uff0c\u800c\u662f\u7cbe\u5fc3\u6311\u9009\u5e76\u6ce8\u91ca\u4e86 60 \u4e07\u5f20\u56fe\u50cf\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%95%B0%E6%8D%AE%E9%9B%86%E9%93%BE%E6%8E%A5%EF%BC%9Ahttps_docsgooglecomformsu0de1FAIpQLSdML1MhNNBDsCHpgWG65Oydg2SjZzVasyqlP08nBrWjZp_c7AformResponsepli1\"><\/span>\u6570\u636e\u96c6\u94fe\u63a5\uff1ahttps:\/\/docs.google.com\/forms\/u\/0\/d\/e\/1FAIpQLSdML1MhNNBDsCHpgWG65Oydg2SjZzVasyqlP08nBrWjZp_c7A\/formResponse?pli=1<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u4e3a\u4e86\u8ba9 Molmo \u80fd\u5904\u7406\u66f4\u591a\u4efb\u52a1\uff0cAi2 \u8fd8\u5f15\u5165\u4e86\u4e00\u4e2a\u591a\u6837\u5316\u7684\u6570\u636e\u6df7\u5408\u5bf9\u6a21\u578b\u8fdb\u4e00\u6b65\u5fae\u8c03\uff0c<strong>\u5176\u4e2d\u5c31\u5305\u62ec\u4e00\u79cd\u72ec\u7279\u7684\u4e8c\u7ef4\u300c\u6307\u5411\u300d\u6570\u636e\u3002<\/strong><\/p>\n<p>\u56e0\u4e3a\u73b0\u5728\u5e02\u9762\u4e0a\u7684\u591a\u6a21\u6001\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406\u662f\u628a\u56fe\u7247\u3001\u58f0\u97f3\u3001\u6587\u5b57\u7b49\u591a\u79cd\u6a21\u6001\u8f6c\u6362\u6210\u81ea\u7136\u8bed\u8a00\u7684\u8868\u793a\uff0c\u800c\u57fa\u4e8e\u300c\u6307\u5411\u300d\u6570\u636e\u7684 Molmo \u66f4\u8fdb\u4e00\u6b65\uff0c\u5b83\u53ef\u4ee5<strong>\u7528\u975e\u8bed\u8a00\u7684\u65b9\u5f0f\uff08\u5982\u6307\u5411\u7269\u4f53\uff09\u8fdb\u884c\u89e3\u7b54<\/strong>\u3002<\/p>\n<p>\u6bd4\u5982\uff0c\u5411 Molmo \u63d0\u95ee\uff1a\u300c\u4f60\u53ef\u4ee5\u6307\u51fa\u8fd9\u5757\u767d\u677f\u4e0a\u7684\u54ea\u4e2a\u6a21\u578b\u7684\u8bad\u7ec3\u65f6\u95f4\u6700\u77ed\u5417\uff1f\u300d\u5b83\u4e0d\u4ec5\u80fd\u7528\u8bed\u97f3\u51c6\u786e\u56de\u7b54\uff0c\u8fd8\u80fd\u76f4\u63a5\u7528\u7bad\u5934\u300c\u6307\u5411\u300d\u5b83\u662f\u4ece\u54ea\u4e9b\u6570\u636e\u4e2d\u5f97\u5230\u7b54\u6848\u7684\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-9c244903a8d189c760a33eebc0baf1c0.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-9c244903a8d189c760a33eebc0baf1c0.gif\"><\/a><\/p>\n<h5><span class=\"ez-toc-section\" id=\"_Molmo_%E7%94%A8%E7%BA%A2%E8%89%B2%E7%9A%84%E6%B3%A2%E7%BA%B9%E6%A0%87%E5%87%BA%E4%BA%86%E8%87%AA%E5%B7%B1%E8%AF%86%E5%88%AB%E7%9A%84%E5%AF%B9%E8%B1%A1%E3%80%82\"><\/span>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Molmo \u7528\u7ea2\u8272\u7684\u6ce2\u7eb9\u6807\u51fa\u4e86\u81ea\u5df1\u8bc6\u522b\u7684\u5bf9\u8c61\u3002<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<p>\u8981\u6c42 Molmo \u6570\u56fe\u4e2d\u6709\u591a\u5c11\u53ea\u72d7\uff0c\u5b83\u7684\u8ba1\u6570\u65b9\u6cd5\u662f\u5728\u6bcf\u53ea\u72d7\u7684\u8138\u4e0a\u753b\u4e00\u4e2a\u70b9\u3002\u5982\u679c\u8981\u6c42\u5b83\u6570\u72d7\u72d7\u820c\u5934\u7684\u6570\u91cf\uff0c\u5b83\u4f1a\u5728\u6bcf\u53ea\u820c\u5934\u4e0a\u753b\u4e00\u4e2a\u70b9\u3002<\/p>\n<p>\u300c\u6307\u5411\u300d\u8ba9 Molmo \u80fd\u591f\u5728\u96f6\u6837\u672c\u7684\u60c5\u51b5\u4e0b\u6267\u884c\u66f4\u5e7f\u6cdb\u7684\u4efb\u52a1\uff0c\u540c\u65f6\uff0c\u65e0\u9700\u67e5\u770b\u7f51\u7ad9\u7684\u4ee3\u7801\uff0c\u5b83\u53ef\u4ee5\u61c2\u5f97\u5982\u4f55\u6d4f\u89c8\u9875\u9762\u3001\u63d0\u4ea4\u8868\u5355\u3002<\/p>\n<p>\u8fd9\u79cd\u80fd\u529b\u4e5f\u8ba9 Molmo \u66f4\u81ea\u7136\u5730\u8fde\u63a5\u73b0\u5b9e\u4e16\u754c\u548c\u6570\u5b57\u4e16\u754c\uff0c\u4e3a\u4e0b\u4e00\u4ee3\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u5168\u65b0\u7684\u4e92\u52a8\u65b9\u5f0f\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"PixMo%EF%BC%9A%E6%95%B0%E6%8D%AE%E8%B4%A8%E9%87%8F%E8%83%9C%E8%BF%87%E6%95%B0%E9%87%8F\"><\/span><strong>PixMo\uff1a\u6570\u636e\u8d28\u91cf\u80dc\u8fc7\u6570\u91cf<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u901a\u5e38\u800c\u8a00\uff0c\u8981\u8bad\u7ec3\u4e00\u4e2a\u5927\u578b VLM\uff0c\u9700\u8981\u6570\u4ee5\u5341\u4ebf\u8ba1\u7684\u56fe\u50cf &#8211; \u6587\u672c\u5bf9\u6570\u636e\u3002\u800c\u8fd9\u4e9b\u6570\u636e\u5f80\u5f80\u53d6\u81ea\u7f51\u7edc\uff0c\u56e0\u6b64\u566a\u58f0\u5f88\u9ad8\u3002\u6a21\u578b\u5c31\u9700\u8981\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5206\u79bb\u4fe1\u53f7\u4e0e\u566a\u58f0\u3002\u6709\u566a\u58f0\u6587\u672c\u8fd8\u4f1a\u5bfc\u81f4\u6a21\u578b\u8f93\u51fa\u51fa\u73b0\u5e7b\u89c9\u3002<\/p>\n<p>\u57fa\u4e8e\u8fd9\u6837\u7684\u8003\u8651\uff0c\u8be5\u56e2\u961f\u91c7\u7528\u4e86\u4e0d\u540c\u7684\u65b9\u6cd5\u6765\u83b7\u53d6\u6570\u636e\u3002\u4ed6\u4eec\u5c06\u6570\u636e\u8d28\u91cf\u653e\u5728\u4e86\u66f4\u91cd\u8981\u7684\u4f4d\u7f6e\uff0c\u7ed3\u679c\u53d1\u73b0\uff0c\u4f7f\u7528\u5c11\u4e8e 1M \u7684\u56fe\u50cf &#8211; \u6587\u672c\u5bf9\u5c31\u8db3\u4ee5\u8bad\u7ec3\u51fa\u5f3a\u5927\u7684\u6a21\u578b \u2014\u2014 \u8fd9\u6bd4\u8bb8\u591a\u5176\u5b83\u540c\u7c7b\u65b9\u6cd5\u5c11\u4e86 3 \u4e2a\u6570\u91cf\u7ea7\u3002<\/p>\n<p>Molmo \u7cfb\u5217\u6a21\u578b\u4e4b\u6240\u4ee5\u80fd\u53d6\u5f97\u6210\u529f\uff0c\u6700\u5173\u952e\u7684\u8981\u7d20\u83ab\u8fc7\u4e8e PixMo\u2014\u2014Molmo \u7684\u8bad\u7ec3\u6570\u636e\u3002<\/p>\n<p>Pixmo \u5305\u542b\u4e24\u5927\u7c7b\u6570\u636e\uff1a(1) \u7528\u4e8e\u591a\u6a21\u5f0f\u9884\u8bad\u7ec3\u7684\u5bc6\u96c6\u63cf\u8ff0\u6570\u636e\u548c (2) \u7528\u4e8e\u5b9e\u73b0\u5404\u79cd\u7528\u6237\u4ea4\u4e92\u7684\u76d1\u7763\u5f0f\u5fae\u8c03\u6570\u636e\uff0c\u5305\u62ec\u95ee\u7b54\u3001\u6587\u6863\u9605\u8bfb\u548c\u6307\u5411\u7b49\u884c\u4e3a\u3002<\/p>\n<p>\u8be5\u56e2\u961f\u8868\u793a\uff0c\u5728\u6536\u96c6\u8fd9\u4e9b\u6570\u636e\u65f6\uff0c\u4e3b\u8981\u9650\u5236\u662f\u907f\u514d\u4f7f\u7528\u5df2\u6709\u7684 VLM\uff0c\u56e0\u4e3a\u300c\u6211\u4eec\u5e0c\u671b\u4ece\u5934\u6784\u5efa\u4e00\u4e2a\u9ad8\u6027\u80fd VLM\u300d\uff0c\u800c\u4e0d\u662f\u84b8\u998f\u67d0\u4e2a\u5df2\u6709\u7684\u7cfb\u7edf\uff08\u4f46\u6ce8\u610f\uff0c\u4ed6\u4eec\u4e5f\u786e\u5b9e\u4f1a\u4f7f\u7528\u4ec5\u8bed\u8a00\u7684 LLM\uff0c\u4f46\u5e76\u4e0d\u4f1a\u628a\u56fe\u50cf\u8f93\u5165\u8fd9\u4e9b\u6a21\u578b\uff09\u3002<\/p>\n<p>\u5728\u5b9e\u8df5\u4e2d\uff0c\u8981\u8ba9\u4eba\u7c7b\u6765\u6807\u6ce8\u5927\u91cf\u6570\u636e\u662f\u975e\u5e38\u56f0\u96be\u7684\u3002\u800c\u4e14\u4eba\u7c7b\u7f16\u5199\u7684\u56fe\u50cf\u63cf\u8ff0\u5f80\u5f80\u4ec5\u4f1a\u63d0\u53ca\u4e00\u4e9b\u7a81\u51fa\u7684\u89c6\u89c9\u5143\u7d20\uff0c\u800c\u7f3a\u4e4f\u7ec6\u8282\u3002\u5982\u679c\u5f3a\u5236\u8981\u6c42\u6700\u4f4e\u5b57\u6570\uff0c\u6807\u6ce8\u8005\u8981\u4e48\u9700\u8981\u82b1\u8d39\u592a\u957f\u65f6\u95f4\uff0c\u4f7f\u6536\u96c6\u8fc7\u7a0b\u6210\u672c\u9ad8\u6602\uff0c\u8981\u4e48\u5c31\u4f1a\u4ece\u4e13\u6709 VLM \u590d\u5236\u7c98\u8d34\u54cd\u5e94\uff0c\u8fd9\u53c8\u4f1a\u8fdd\u80cc\u907f\u514d\u84b8\u998f\u6a21\u578b\u7684\u76ee\u6807\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5f00\u653e\u7814\u7a76\u793e\u533a\u4e00\u76f4\u5728\u52aa\u529b\uff0c\u5728\u4e0d\u4f9d\u8d56\u4e13\u6709 VLM \u7684\u5408\u6210\u6570\u636e\u7684\u524d\u63d0\u4e0b\uff0c\u521b\u5efa\u8fd9\u6837\u7684\u6570\u636e\u96c6\u3002<\/p>\n<p>\u8be5\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u7b80\u5355\u4f46\u6709\u6548\u7684\u6570\u636e\u6536\u96c6\u65b9\u6cd5\uff0c\u53ef\u4ee5\u907f\u514d\u8fd9\u4e9b\u95ee\u9898\uff1a\u8ba9\u6807\u6ce8\u8005\u7528\u8bed\u97f3\u63cf\u8ff0\u56fe\u50cf 60 \u5230 90 \u79d2\uff0c\u800c\u4e0d\u662f\u8981\u6c42\u4ed6\u4eec\u6253\u5b57\u3002\u4ed6\u4eec\u8ba9\u6807\u6ce8\u8005\u8be6\u7ec6\u63cf\u8ff0\u4ed6\u4eec\u770b\u5230\u7684\u4e00\u5207\uff0c\u5305\u62ec\u7a7a\u95f4\u5b9a\u4f4d\u548c\u5173\u7cfb\u7684\u63cf\u8ff0\u3002<\/p>\n<p>\u4ece\u7ed3\u679c\u4e0a\u770b\uff0c\u8be5\u56e2\u961f\u53d1\u73b0\uff0c\u901a\u8fc7\u8fd9\u79cd\u6a21\u6001\u5207\u6362\u300c\u6280\u5de7\u300d\uff0c\u6807\u6ce8\u8005\u53ef\u4ee5\u5728\u66f4\u77ed\u7684\u65f6\u95f4\u5185\u63d0\u4f9b\u66f4\u8be6\u7ec6\u7684\u63cf\u8ff0\uff0c\u5e76\u4e14\u5bf9\u4e8e\u6bcf\u4e2a\u63cf\u8ff0\u90fd\u6709\u5bf9\u5e94\u7684\u5f55\u97f3\uff0c\u53ef\u8bc1\u660e\u672a\u4f7f\u7528 VLM\u3002<\/p>\n<p>\u603b\u7684\u6765\u8bf4\uff0c\u4ed6\u4eec\u6536\u96c6\u4e86 71.2 \u4e07\u5e45\u56fe\u50cf\u7684\u8be6\u7ec6\u97f3\u9891\u63cf\u8ff0\uff0c\u6db5\u76d6 50 \u4e2a\u9ad8\u5c42\u7ea7\u4e3b\u9898\u3002<\/p>\n<p>\u4ed6\u4eec\u7684\u6df7\u5408\u5fae\u8c03\u6570\u636e\u5305\u542b\u4e86\u6807\u51c6\u7684\u5b66\u672f\u6570\u636e\u96c6\u4ee5\u53ca\u4e00\u4e9b\u65b0\u6536\u96c6\u7684\u6570\u636e\u96c6\uff0c\u8fd9\u4e9b\u65b0\u6570\u636e\u96c6\u4e5f\u5c06\u4f1a\u516c\u5f00\u53d1\u5e03\u3002\u5b66\u672f\u6570\u636e\u96c6\u4e3b\u8981\u7528\u4e8e\u4f7f\u6a21\u578b\u5728\u57fa\u51c6\u6d4b\u8bd5\u6570\u636e\u4e0a\u8868\u73b0\u826f\u597d\uff0c\u800c\u65b0\u6536\u96c6\u7684\u6570\u636e\u96c6\u5219\u80fd\u8d4b\u4e88\u6a21\u578b\u5927\u91cf\u91cd\u8981\u529f\u80fd\uff0c\u5305\u62ec\u5728\u4e0e\u7528\u6237\u804a\u5929\u65f6\u80fd\u591f\u56de\u7b54\u5173\u4e8e\u56fe\u50cf\u7684\u4e00\u822c\u6027\u95ee\u9898\uff08\u8d85\u51fa\u5b66\u672f\u57fa\u51c6\u6570\u636e\u8303\u56f4\uff09\u3001\u63d0\u5347 OCR \u76f8\u5173\u4efb\u52a1\uff08\u5982\u8bfb\u53d6\u6587\u6863\u548c\u56fe\u8868\uff09\u3001\u7cbe\u51c6\u8bc6\u522b\u6a21\u62df\u65f6\u949f\u7684\u65f6\u95f4\uff0c\u4ee5\u53ca\u5728\u56fe\u50cf\u4e2d\u6307\u5411\u4e00\u4e2a\u6216\u591a\u4e2a\u89c6\u89c9\u5143\u7d20\u3002<\/p>\n<p>\u6307\u5411\u529f\u80fd\u53ef\u4e3a\u56fe\u50cf\u4e2d\u7684\u50cf\u7d20\u63d0\u4f9b\u81ea\u7136\u7684\u89e3\u91ca\uff0c\u4ece\u800c\u5e26\u6765 Molmo \u5168\u65b0\u4e14\u66f4\u5f3a\u5927\u7684\u80fd\u529b\u3002\u8be5\u56e2\u961f\u8ba4\u4e3a\uff0c\u6307\u5411\u5c06\u6210\u4e3a VLM \u548c\u667a\u80fd\u4f53\u4e4b\u95f4\u91cd\u8981\u7684\u4ea4\u6d41\u65b9\u5f0f\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u673a\u5668\u4eba\u53ef\u4ee5\u67e5\u8be2\u5177\u6709\u6307\u5411\u529f\u80fd\u7684 VLM \u4ee5\u83b7\u5f97\u8def\u5f84\u70b9\u6216\u8981\u62fe\u53d6\u7269\u4f53\u7684\u4f4d\u7f6e\uff0c\u800c\u4e00\u4e2a\u7f51\u9875\u667a\u80fd\u4f53\u53ef\u4ee5\u67e5\u8be2 VLM \u4ee5\u5b9a\u4f4d\u9700\u8981\u70b9\u51fb\u7684\u7528\u6237\u754c\u9762\u5143\u7d20\u3002\u8fd9\u7ec4\u7cfb\u5217\u6570\u636e\u96c6\u4e5f\u5206\u4e3a\u4ee5\u4e0b\u516d\u4e2a\uff1a<\/p>\n<ul>\n<li>\n<p>PixMo-Cap\uff1a\u7528\u4e8e\u9884\u8bad\u7ec3 VLM \u7684\u6570\u636e\u96c6\uff0c\u53ef\u8ba9\u5176\u7406\u89e3\u56fe\u50cf\u7ec6\u8282\uff0c\u5176\u4e2d\u5305\u542b 71.2 \u4e07\u5f20\u4e0d\u540c\u56fe\u50cf\u548c\u5927\u7ea6 130 \u4e07\u4e2a\u5bc6\u96c6\u56fe\u50cf\u63cf\u8ff0\u3002<\/p>\n<\/li>\n<li>\n<p>PixMo-AskModelAnything\uff1a\u5176\u8bbe\u8ba1\u76ee\u6807\u662f\u8ba9 AI \u6a21\u578b\u53ef\u56de\u7b54\u6709\u5173\u56fe\u50cf\u7684\u4e0d\u540c\u95ee\u9898\u3002\u5176\u4e2d\u5305\u542b 16.2 \u4e2a\u95ee\u7b54\u5bf9\uff0c\u6d89\u53ca 7.3 \u4e07\u56fe\u50cf\u3002\u5176\u4e2d\u95ee\u9898\u7531\u4eba\u7c7b\u6807\u6ce8\u8005\u7f16\u5199\uff0c\u7b54\u6848\u5219\u6765\u81ea\u4e00\u4e2a\u8bed\u8a00\u6a21\u578b\u3002<\/p>\n<\/li>\n<li>\n<p>PixMo-Points\uff1a\u5176\u4e2d\u7684\u56fe\u50cf\u63cf\u8ff0\u6570\u636e\u662f\u5173\u4e8e\u56fe\u50cf\u4e2d\u7269\u4f53\u7684\u4f4d\u7f6e\u3002\u8be5\u6570\u636e\u96c6\u5305\u542b 230 \u4e07\u4e2a\u95ee\u9898 &#8211; \u4f4d\u7f6e\u70b9\u5bf9\uff0c\u6d89\u53ca 42.8 \u4e07\u5f20\u56fe\u50cf\u3002<\/p>\n<\/li>\n<li>\n<p>PixMo-CapQA\uff1a\u5305\u542b 21.4 \u4e07\u4e2a\u95ee\u7b54\u5bf9\uff0c\u6d89\u53ca 16.5 \u4e07\u4e2a\u4f7f\u7528\u8bed\u8a00\u6a21\u578b\u751f\u6210\u7684\u56fe\u50cf\u63cf\u8ff0\u3002<\/p>\n<\/li>\n<li>\n<p>PixMo-Docs\uff1a\u5305\u542b 25.5 \u4e07\u5f20\u5e26\u6709\u5927\u91cf\u6587\u672c\u548c\u56fe\u8868\uff08\u8868\u683c\u3001\u6587\u6863\u3001\u56fe\u8868\uff09\u7684\u56fe\u50cf\uff0c\u8fd8\u6709\u8bed\u8a00\u6a21\u578b\u751f\u6210\u7684\u76f8\u5e94\u4ee3\u7801\u3002\u53e6\u6709 230 \u4e07\u5bf9\u57fa\u4e8e\u751f\u6210\u7684\u4ee3\u7801\u751f\u6210\u7684\u95ee\u7b54\u3002<\/p>\n<\/li>\n<li>\n<p>PixMo-Clocks\uff1a\u8fd9\u662f\u4e00\u4e2a\u5408\u6210\u6570\u636e\u96c6\uff0c\u5176\u4e2d\u5305\u542b 82.6 \u4e07\u5f20\u4e0d\u540c\u6b3e\u5f0f\u7684\u6a21\u62df\u65f6\u949f\u56fe\u50cf\uff0c\u4ee5\u53ca\u6709\u5173\u76f8\u5e94\u65f6\u95f4\u7684\u95ee\u7b54\u3002<\/p>\n<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"%E5%9F%BA%E5%87%86%E8%AF%84%E4%BC%B0%E5%92%8C%E5%A4%A7%E8%A7%84%E6%A8%A1%E4%BA%BA%E7%B1%BB%E5%81%8F%E5%A5%BD%E6%8E%92%E5%90%8D\"><\/span><strong>\u57fa\u51c6\u8bc4\u4f30\u548c\u5927\u89c4\u6a21\u4eba\u7c7b\u504f\u597d\u6392\u540d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u4e3a\u4e86\u8fdb\u884c\u5168\u9762\u7684\u8bc4\u4f30\uff0c\u8be5\u56e2\u961f\u65e2\u4f7f\u7528\u4e86\u5b66\u672f\u57fa\u51c6\u8bc4\u6d4b\uff0c\u4e5f\u6267\u884c\u4e86\u4eba\u7c7b\u8bc4\u4f30\u4ee5\u6839\u636e\u7528\u6237\u504f\u597d\u5bf9\u6a21\u578b\u8fdb\u884c\u6392\u540d\u3002<\/p>\n<p>\u4ece\u7ed3\u679c\u4e0a\u770b\uff0c\u5b66\u672f\u57fa\u51c6\u8bc4\u6d4b\u7ed3\u679c\u4e0e\u4eba\u7c7b\u8bc4\u4f30\u7ed3\u679c\u9ad8\u5ea6\u4e00\u81f4\u3002\u552f\u4e00\u7684\u4f8b\u5916\u662f Qwen VL2\uff0c\u5176\u5728\u5b66\u672f\u57fa\u51c6\u4e0a\u8868\u73b0\u5f88\u597d\uff0c\u4f46\u5728\u4eba\u7c7b\u8bc4\u4f30\u4e2d\u8868\u73b0\u76f8\u5bf9\u8f83\u5dee\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-aefe03f1f2cb34c258ff565c18e623fb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-aefe03f1f2cb34c258ff565c18e623fb.png\"><\/a><\/section>\n<p>\u8be5\u56e2\u961f\u603b\u7ed3\u5f97\u5230\u4e86\u4e00\u4e9b\u5173\u952e\u7ed3\u679c\uff0c\u5e76\u8868\u793a\u300cSmall is the new big, less is the new more\u300d\uff0c\u8be6\u60c5\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\n<p>Molmo \u7cfb\u5217\u6a21\u578b\u4e2d\u6700\u9ad8\u6548\u7684\u662f MolmoE-1B\uff0c\u5176\u57fa\u4e8e\u5b8c\u5168\u5f00\u653e\u7684 OLMoE-1B-7B \u6df7\u5408\u4e13\u5bb6 LLM\uff0c\u5728\u5b66\u672f\u57fa\u51c6\u548c\u4eba\u7c7b\u8bc4\u4f30\u4e0a\u7684\u8868\u73b0\u63a5\u8fd1 GPT-4V\u3002<\/p>\n<\/li>\n<li>\n<p>\u5728\u5b66\u672f\u57fa\u51c6\u548c\u4eba\u7c7b\u8bc4\u4f30\u57fa\u51c6\u4e0a\uff0c\u4e24\u4e2a Molmo-7B \u6a21\u578b\u7684\u8868\u73b0\u5927\u6982\u5728 GPT-4V \u548c GPT-4o \u4e4b\u95f4\uff0c\u5e76\u4e14\u5728\u8fd9\u4e24\u4e2a\u57fa\u51c6\u4e0a\u5747\u663e\u8457\u4f18\u4e8e\u8fd1\u671f\u53d1\u5e03\u7684 Pixtral 12B \u6a21\u578b\u3002<\/p>\n<\/li>\n<li>\n<p>\u8868\u73b0\u6700\u597d\u7684 Molmo-72B \u5728\u5b66\u672f\u57fa\u51c6\u4e0a\u53d6\u5f97\u4e86\u6700\u9ad8\u5206\uff0c\u4f46\u4eba\u7c7b\u8bc4\u4f30\u57fa\u51c6\u4e0a\u5219\u4ec5\u6b21\u4e8e GPT-4o\uff0c\u5c45\u4e8e\u7b2c\u4e8c\u3002<\/p>\n<\/li>\n<li>\n<p>\u8868\u73b0\u6700\u597d\u7684 Molmo-72B \u4e5f\u80dc\u8fc7\u5f53\u524d\u6700\u4f73\u7684\u4e00\u4e9b\u4e13\u6709\u7cfb\u7edf\uff0c\u5305\u62ec Gemini 1.5 Pro \u548c Flash \u4ee5\u53ca Claude 3.5 Sonnet\u3002<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-21371c6f4775524e83ade6154b4e027d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-21371c6f4775524e83ade6154b4e027d.png\"><\/a><\/section>\n<p>\u5728\u63a5\u53d7 TechCrunch \u7684\u91c7\u8bbf\u65f6\uff0c Ai2 \u9996\u5e2d\u6267\u884c\u5b98 Ali Farhadi \u8868\u793a\uff0c\u4eba\u5de5\u667a\u80fd\u754c\u6709\u6761\u5b9a\u5f8b \u2014\u2014\u300c\u8d8a\u5927\u8d8a\u597d\u300d\uff0c\u8bad\u7ec3\u6570\u636e\u8d8a\u591a\uff0c\u6a21\u578b\u4e2d\u7684\u53c2\u6570\u5c31\u8d8a\u591a\uff0c\u9700\u8981\u7684\u7b97\u529b\u4e5f\u5c31\u8d8a\u591a\u3002\u4f46\u53d1\u5c55\u5230\u4e00\u5b9a\u9636\u6bb5\u65f6\uff0c\u300cscaling law\u300d\u5c31\u4f1a\u9047\u5230\u74f6\u9888\uff0c\u6839\u672c\u65e0\u6cd5\u7ee7\u7eed\u6269\u5927\u6a21\u578b\u89c4\u6a21\u4e86\uff1a\u6ca1\u6709\u8db3\u591f\u7684\u6570\u636e\u3001\u6216\u8005\u8ba1\u7b97\u6210\u672c\u548c\u65f6\u95f4\u53d8\u5f97\u592a\u9ad8\uff0c\u4ee5\u81f3\u4e8e\u5f04\u5de7\u6210\u62d9\u3002\u4f60\u53ea\u80fd\u5229\u7528\u73b0\u6709\u7684\u8d44\u6e90\uff0c\u6216\u8005\u66f4\u597d\u7684\u529e\u6cd5\u662f\uff0c\u7528\u66f4\u5c11\u7684\u8d44\u6e90\u505a\u66f4\u591a\u7684\u4e8b\u60c5\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ac934c27f3743e6728a3a4847d7e867f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ac934c27f3743e6728a3a4847d7e867f.png\"><\/a><\/p>\n<h5><span class=\"ez-toc-section\" id=\"_Ai2_%E9%A6%96%E5%B8%AD%E6%89%A7%E8%A1%8C%E5%AE%98_Ali_Farhadi\"><\/span>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Ai2 \u9996\u5e2d\u6267\u884c\u5b98 Ali Farhadi<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<h4><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E6%9E%B6%E6%9E%84\"><\/span><strong>\u6a21\u578b\u67b6\u6784<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Molmo \u7684\u6a21\u578b\u67b6\u6784\u91c7\u7528\u4e86\u7b80\u5355\u7684\u6807\u51c6\u8bbe\u8ba1\uff0c\u4e5f\u5c31\u662f\u5c06\u4e00\u4e2a\u8bed\u8a00\u6a21\u578b\u548c\u4e00\u4e2a\u56fe\u50cf\u7f16\u7801\u5668\u7ec4\u5408\u8d77\u6765\u3002\u5176\u5305\u542b 4 \u4e2a\u7ec4\u4ef6\uff1a<\/p>\n<ol>\n<li>\n<p>\u9884\u5904\u7406\u5668\uff0c\u5176\u4f5c\u7528\u662f\u5c06\u8f93\u5165\u56fe\u50cf\u8f6c\u6362\u4e3a\u4e00\u7ec4\u591a\u5c3a\u5bf8\u548c\u7ecf\u8fc7\u4e0d\u540c\u88c1\u526a\u7684\u56fe\u50cf\uff1b<\/p>\n<\/li>\n<li>\n<p>ViT \u56fe\u50cf\u7f16\u7801\u5668\uff0c\u5176\u4f5c\u7528\u662f\u5c06\u6bcf\u4e00\u5f20\u56fe\u50cf\u90fd\u72ec\u7acb\u6620\u5c04\u6210\u4e00\u7ec4\u89c6\u89c9 token\uff1b<\/p>\n<\/li>\n<li>\n<p>\u8fde\u63a5\u5668\uff0c\u5176\u4f5c\u7528\u662f\u4f7f\u7528 MLP \u5c06\u89c6\u89c9 token \u6295\u5f71\u6210\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u5165\u7ef4\u5ea6\uff0c\u7136\u540e\u6c47\u96c6\u89c6\u89c9 token \u4ee5\u51cf\u5c11\u5176\u6570\u91cf\uff1b<\/p>\n<\/li>\n<li>\n<p>\u4ec5\u89e3\u7801\u5668 Transformer LLM\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u8be5\u56e2\u961f\u57fa\u4e8e\u8fd9\u4e00\u6a21\u677f\u6784\u5efa\u4e86\u4e00\u4e2a\u6a21\u578b\u7cfb\u5217\u3002\u901a\u8fc7\u9009\u62e9\u4e0d\u540c\u7684\u89c6\u89c9\u7f16\u7801\u5668\u548c LLM \u53ef\u4ee5\u4e3a\u5176\u8d4b\u4e88\u4e0d\u540c\u7684\u53c2\u6570\u3002\u5728\u8fd9\u4e9b\u9009\u62e9\u57fa\u7840\u4e0a\uff0c\u6240\u6709\u6a21\u578b\u7684\u540e\u7eed\u8bad\u7ec3\u6570\u636e\u548c\u65b9\u6848\u90fd\u4e00\u6837\u3002<\/p>\n<p>\u5bf9\u4e8e\u89c6\u89c9\u7f16\u7801\u5668\uff0c\u4ed6\u4eec\u53d1\u5e03\u7684\u6240\u6709\u6a21\u578b\u5747\u4f7f\u7528 OpenAI \u7684 ViT-L\/14 336px CLIP \u6a21\u578b\uff0c\u8be5\u6a21\u578b\u7684\u6548\u679c\u597d\u4e14\u8d28\u91cf\u7a33\u5b9a\u3002<\/p>\n<p>\u5bf9\u4e8e LLM\uff0c\u4ed6\u4eec\u91c7\u7528\u4e0d\u540c\u7684\u89c4\u6a21\uff0c\u57fa\u4e8e\u4e0d\u540c\u7684\u5f00\u653e\u7a0b\u5ea6\u8bad\u7ec3\u4e86\u6a21\u578b\uff1aOLMo-7B-1024 \u7684\u6743\u91cd\u548c\u6570\u636e\u5b8c\u5168\u5f00\u653e\u7684\uff08\u4f7f\u7528\u4e86 2024 \u5e74 10 \u6708\u7684\u9884\u53d1\u5e03\u6743\u91cd\uff0c\u5176\u5c06\u4e8e\u665a\u4e9b\u65f6\u5019\u516c\u5e03\uff09\u3001\u9ad8\u6548\u7684 OLMoE-1B-7B-0924 \u4e5f\u662f\u5b8c\u5168\u5f00\u653e\u6743\u91cd\u548c\u6570\u636e\uff0cQwen2 7B\u3001Qwen2 72B\u3001Mistral 7B\u3001Gemma2 9B \u5219\u662f\u4ec5\u5f00\u653e\u6743\u91cd\u3002\u65b0\u53d1\u5e03\u7684\u662f\u8be5\u7cfb\u5217\u7684 4 \u4e2a\u6837\u672c\u3002<\/p>\n<p>\u4ed6\u4eec\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4e5f\u5f88\u7b80\u5355\uff0c\u9996\u5148\u4ece\u5df2\u7ecf\u72ec\u7acb\u5b8c\u6210\u9884\u8bad\u7ec3\u7684\u89c6\u89c9\u7f16\u7801\u5668\u548c LLM \u5f00\u59cb\uff0c\u63a5\u4e0b\u6765\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\uff1a<\/p>\n<ol>\n<li>\n<p>\u591a\u6a21\u6001\u9884\u8bad\u7ec3\uff0c\u4ee5\u4f7f\u7528\u4ed6\u4eec\u65b0\u6536\u96c6\u7684\u63cf\u8ff0\u6570\u636e\u751f\u6210\u63cf\u8ff0\uff1b<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528\u4e0a\u8ff0\u6df7\u5408\u6570\u636e\u96c6\u8fdb\u884c\u76d1\u7763\u5f0f\u5fae\u8c03\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e24\u4e2a\u9636\u6bb5\u90fd\u4f1a\u5bf9\u6240\u6709\u53c2\u6570\u8fdb\u884c\u66f4\u65b0\uff0c\u5e76\u4e14\u8fc7\u7a0b\u4e2d\u4e0d\u4f7f\u7528 RLHF\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%8F%91%E5%B8%83%E8%AE%A1%E5%88%92\"><\/span><strong>\u53d1\u5e03\u8ba1\u5212<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u8be5\u56e2\u961f\u9996\u6b21\u53d1\u5e03\u5c31\u5206\u91cf\u5341\u8db3\uff0c\u5305\u542b\u4e00\u4e2a\u6f14\u793a\u6a21\u578b\u3001\u63a8\u7406\u4ee3\u7801\u3001\u4e00\u4efd\u7b80\u8981\u7684\u6280\u672f\u62a5\u544a\u548c\u4ee5\u4e0b\u6a21\u578b\u6743\u91cd\uff1a<\/p>\n<ul>\n<li>\n<p>MolmoE-1B\uff0c\u7531 1B\uff08\u6d3b\u8dc3\u53c2\u6570\u91cf\uff09\u7684\u4e13\u5bb6\u6a21\u578b\u6784\u6210\u7684\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\uff0c\u5171 7B<\/p>\n<\/li>\n<li>\n<p>Molmo-7B-O\uff0c\u6700\u5f00\u653e\u7684 7B 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id=\"https_xcomreach_vbstatus1838938439267258840\"><\/span>https:\/\/x.com\/reach_vb\/status\/1838938439267258840<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<h5><span class=\"ez-toc-section\" id=\"https_techcrunchcom20240925ai2s-molmo-shows-open-source-can-meet-and-beat-closed-multimodal-models\"><\/span>https:\/\/techcrunch.com\/2024\/09\/25\/ai2s-molmo-shows-open-source-can-meet-and-beat-closed-multimodal-models\/<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<h5><span class=\"ez-toc-section\" id=\"https_molmoallenaiorgblog\"><\/span>https:\/\/molmo.allenai.org\/blog<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<h5><span class=\"ez-toc-section\" id=\"https_molmoallenaiorgpaperpdf\"><\/span>https:\/\/molmo.allenai.org\/paper.pdf<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<\/article>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-05-5\" target=\"_blank\">\u53f7\u79f0\u51fb\u8d25Claude 3.5 Sonnet\uff0c\u5ab2\u7f8eGPT-4o\uff0c\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578bMolmo\u6311\u6218Scaling law<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u53f7\u79f0\u51fb\u8d25Claude  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