{"id":4652,"date":"2025-12-17T17:17:26","date_gmt":"2025-12-17T09:17:26","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=4652"},"modified":"2025-12-17T17:19:01","modified_gmt":"2025-12-17T09:19:01","slug":"%e6%8e%a8%e7%89%b9%e5%90%b5%e6%9e%b6%e5%90%b5%e5%87%ba%e7%af%87%e8%ae%ba%e6%96%87%ef%bc%81%e8%b0%a2%e8%b5%9b%e5%ae%81%e5%9b%a2%e9%98%9f%e6%96%b0%e4%bd%9cirepa%e5%8f%aa%e8%a6%813%e8%a1%8c%e4%bb%a3","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2025\/12\/17\/%e6%8e%a8%e7%89%b9%e5%90%b5%e6%9e%b6%e5%90%b5%e5%87%ba%e7%af%87%e8%ae%ba%e6%96%87%ef%bc%81%e8%b0%a2%e8%b5%9b%e5%ae%81%e5%9b%a2%e9%98%9f%e6%96%b0%e4%bd%9cirepa%e5%8f%aa%e8%a6%813%e8%a1%8c%e4%bb%a3\/","title":{"rendered":"\u63a8\u7279\u5435\u67b6\u5435\u51fa\u7bc7\u8bba\u6587\uff01\u8c22\u8d5b\u5b81\u56e2\u961f\u65b0\u4f5ciREPA\u53ea\u89813\u884c\u4ee3\u7801"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4652\" class=\"elementor elementor-4652\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87246a5 e-flex e-con-boxed e-con e-parent\" data-id=\"87246a5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bbb9ada elementor-widget elementor-widget-text-editor\" data-id=\"bbb9ada\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"art_p\">\u8981\u8bf4\u771f\u5b66\u672f\uff0c\u8fd8\u5f97\u770b\u63a8\u7279\u3002<\/p><p class=\"art_p\"><span>\u521a\u521a\uff0c\u8c22\u8d5b\u5b81\u81ea\u66dd\u56e2\u961f\u65b0\u4f5c<\/span><span>iREPA<\/span><span>\u5176\u5b9e\u6765\u81ea4\u4e2a\u591a\u6708\u524d\u7684\uff0c\u4e00\u6b21\u4e0e\u7f51\u53cb\u7684\u8fa9\u8bba\u3002<\/span><\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"0\" data-puid=\"0\"><img decoding=\"async\" id=\"0\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/653\/w1080h1173\/20251216\/ec2c-e2fcbd8637c32655acb9928bcb460222.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u8fd9\u573a\u77ed\u6682\u7684\u7ebf\u4e0a\u8fa9\u8bba\u867d\u7136\u4ee5\u8c22\u8d5b\u5b81\u88ab\u7f51\u53cb\u8bf4\u670d\u544a\u7ec8\uff0c\u4f46\u57283\u4e2a\u591a\u6708\u540e\uff0c\u5c45\u7136\u6709\u4e86\u610f\u6599\u4e4b\u5916\u7684\u540e\u7eed\u2014\u2014<\/p><p class=\"art_p\">\u591a\u4e2a\u56e2\u961f\u5408\u4f5c\uff0c\u6cbf\u7740\u8fd9\u4e00\u601d\u8def\u5199\u51fa\u4e86\u4e00\u7bc7\u5b8c\u6574\u7684\u8bba\u6587\uff0c\u800c\u4e14\u6838\u5fc3\u6846\u67b6\u4ec5\u97003\u884c\u4ee3\u7801\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"1\" data-puid=\"0\"><img decoding=\"async\" id=\"1\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/619\/w1080h339\/20251216\/d1b1-2b4ca355c774bb241ddde59c41002b10.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u81f4\u8c22\u90e8\u5206\u8fd8\u611f\u8c22\u4e86\u5f53\u65f6\u53c2\u4e0e\u8ba8\u8bba\u7684\u7f51\u53cb\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"2\" data-puid=\"0\"><img decoding=\"async\" id=\"2\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/585\/w1080h305\/20251216\/0d42-b0542069e48d21b904cbd2d018b6458d.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u4e00\u7bc7\u63a8\u7279\u5f15\u53d1\u7684\u5b66\u672f\u8bba\u6587<\/p><p class=\"art_p\">\u4e8b\u60c5\u662f\u8fd9\u6837\u7684\u3002<\/p><p class=\"art_p\">\u4e00\u4f4d\u7f51\u53cb\u57288\u6708\u4efd\u8868\u793a\uff1a<\/p><blockquote><p class=\"art_p\">\u522b\u518d\u75f4\u8ff7\u4e8eImageNet-1K\u7684\u5206\u7c7b\u5206\u6570\u4e86\uff01\u81ea\u76d1\u7763\u5b66\u4e60\uff08SSL\uff09\u6a21\u578b\u5e94\u8be5\u4e13\u95e8\u4e3a\u7a20\u5bc6\u4efb\u52a1\uff08\u5982REPA\u3001VLM\u7b49\uff09\u8fdb\u884c\u8bad\u7ec3\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u4efb\u52a1\u771f\u6b63\u4f9d\u8d56\u7684\u662fpatch tokens\u4e2d\u7684\u7a7a\u95f4\u548c\u5c40\u90e8\u4fe1\u606f\uff0c\u800c\u4e0d\u662f[CLS]token\u6240\u4ee3\u8868\u7684\u5168\u5c40\u5206\u7c7b\u6027\u80fd\u3002<\/p><\/blockquote><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"3\" data-puid=\"0\"><img decoding=\"async\" id=\"3\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/534\/w1080h1054\/20251216\/d9c3-6a375e48c9f33e96fc7358d43579e227.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\uff08\u6ce8\uff1a\u7a20\u5bc6\u4efb\u52a1\u5c31\u662f\u8981\u6c42\u6a21\u578b\u5bf9\u56fe\u50cf\u4e2d\u7684\u201c\u6bcf\u4e00\u4e2a\u50cf\u7d20\u201d\u6216\u201c\u6bcf\u4e00\u4e2a\u5c40\u90e8\u533a\u57df\u201d\u90fd\u505a\u51fa\u9884\u6d4b\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\uff0c\u8fd9\u7c7b\u4efb\u52a1\u9700\u8981\u7cbe\u786e\u7684\u7a7a\u95f4\u548c\u5c40\u90e8\u7ec6\u8282\u4fe1\u606f\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5168\u5c40\u5206\u7c7b\u6807\u7b7e\uff09<\/p><p class=\"art_p\">\u5bf9\u4e8e\u7f51\u53cb\u7684\u89c2\u70b9\uff0c\u8c22\u8d5b\u5b81\u8868\u793a\uff1a<\/p><blockquote><p class=\"art_p\">\u4e0d\uff0c\u4f7f\u7528patch token\u5e76\u4e0d\u610f\u5473\u7740\u5c31\u662f\u5728\u505a\u7a20\u5bc6\u4efb\u52a1\u3002VLM\u548cREPA\u7684\u6027\u80fd\u4e0e\u5b83\u4eec\u5728IN1K\u4e0a\u7684\u5f97\u5206\u9ad8\u5ea6\u76f8\u5173\uff0c\u800c\u4e0epatch\u7ea7\u522b\u7684\u5bf9\u5e94\u5173\u7cfb\u53ea\u6709\u5f88\u5f31\u7684\u5173\u8054\u3002\u8fd9\u5e76\u4e0d\u662f[CLS]token\u7684\u95ee\u9898\uff0c\u800c\u662f\u9ad8\u5c42\u8bed\u4e49\u4e0e\u4f4e\u5c42\u50cf\u7d20\u76f8\u4f3c\u6027\u4e4b\u95f4\u7684\u5dee\u522b\u3002<\/p><\/blockquote><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"4\" data-puid=\"0\"><img decoding=\"async\" id=\"4\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/563\/w1080h283\/20251216\/d8ad-c3843fd0f01eca4eda77b910acc18cdd.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u5bf9\u4e8e\u8c22\u8d5b\u5b81\u7684\u53cd\u9a73\uff0c\u7f51\u53cb\u4e3e\u51fa\u4e86SigLIPv2\u548cPE-core\u4f18\u4e8eDINOv2 for REPA\u7684\u4f8b\u5b50\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"5\" data-puid=\"0\"><img decoding=\"async\" id=\"5\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/460\/w1080h980\/20251216\/ffbf-f2f3cd87af12b5159bf3c56426fc1afb.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u4e0e\u6b64\u540c\u65f6\uff0c\u53e6\u4e00\u4f4d\u7f51\u53cb\u4e5f\u52a0\u5165\u4e86\u6218\u6597\uff1a<\/p><blockquote><p class=\"art_p\">\u8fd9\u662f\u4e2a\u5408\u7406\u7684\u95ee\u9898\u3002\u4e3a\u4e86\u505a\u76f4\u63a5\u5bf9\u6bd4\uff0c\u5728\u6ca1\u6709DINOv3\u65e9\u671fcheckpoint\u7684\u60c5\u51b5\u4e0b\uff0c\u6216\u8bb8\u53ef\u4ee5\u7528REPA\u6765\u6bd4\u8f83PEspatial\u548cPEcore\u3002\u5176\u4e2d\uff0cPEspatial\u53ef\u4ee5\u7406\u89e3\u4e3a\uff1a\u5c06PEcore\u7684Gram-anchor\u5bf9\u9f50\u5230\u66f4\u65e9\u7684\u7f51\u7edc\u5c42\uff0c\u5e76\u7ed3\u5408SAM2.1\u3002<\/p><\/blockquote><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"6\" data-puid=\"0\"><img decoding=\"async\" id=\"6\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/141\/w1080h661\/20251216\/270f-6e03b82b8747f4728be709a8c2ff7d38.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u5bf9\u6b64\uff0c\u8c22\u8d5b\u5b81\u8868\u793a\uff1a<\/p><blockquote><p class=\"art_p\">\u975e\u5e38\u597d\uff01\u611f\u8c22\u4f60\u7684\u6307\u8def\/\u63d0\u793a\u3002\u6211\u5f88\u559c\u6b22\u8fd9\u4e2a\u65b9\u6848\u3002\u5426\u5219\u5e72\u6270\u56e0\u7d20\u4f1a\u592a\u591a\u4e86\u3002\u4e24\u4e2acheckpoint\u90fd\u5df2\u7ecf\u6709\u4e86\uff08G\/14\uff0c448 \u5206\u8fa8\u7387\uff09\uff0c\u5e0c\u671b\u6211\u4eec\u5f88\u5feb\u5c31\u80fd\u62ff\u5230\u4e00\u4e9b\u7ed3\u679c\u3002<\/p><\/blockquote><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"7\" data-puid=\"0\"><img decoding=\"async\" id=\"7\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/536\/w1080h256\/20251216\/3add-9d3dde450fc8ad44c89e8306f77aec43.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">3\u4e2a\u591a\u6708\u540e\uff0c\u8c22\u8d5b\u5b81\u8868\u793a\u81ea\u5df1\u4e4b\u524d\u7684\u5224\u65ad\u7ad9\u4e0d\u4f4f\u811a\uff0c\u800c\u4e14\u8fd9\u6b21\u7684\u8bba\u6587\u53cd\u800c\u5e26\u6765\u4e86\u66f4\u6df1\u5165\u7684\u7406\u89e3\u3002<\/p><p class=\"art_p\">\u8fd8\u6709\u8d34\u5fc3\u5c0f\u8d34\u58eb\uff0c\u63d0\u793a\u7f51\u53cb\u53ef\u4ee5\u770b\u770b\u81f4\u8c22\u90e8\u5206\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"8\" data-puid=\"0\"><img decoding=\"async\" id=\"8\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/23\/w1080h543\/20251216\/7e70-de6e72632530e789a90b7f7c72ec90eb.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u5bf9\u4e8e\u81ea\u5df1\u5728\u81f4\u8c22\u4e2d\u88ab\u63d0\u5230\uff0c\u53c2\u4e0e\u8ba8\u8bba\u7684\u7f51\u53cb\u4e4b\u4e00\u8868\u793a\u5f88\u6709\u610f\u601d\uff1a<\/p><blockquote><p class=\"art_p\">\u4e5f\u8c22\u8c22\u4f60\u4e00\u8def\u8ddf\u8fdb\uff01\u88ab\u81f4\u8c22\u63d0\u5230\u6211\u4e5f\u5f88\u53d7\u5ba0\u82e5\u60ca\u3002<\/p><\/blockquote><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"9\" data-puid=\"0\"><img decoding=\"async\" id=\"9\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/493\/w1080h213\/20251216\/81cd-a2753533f0a149c8de93b1970e3c0bf8.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u8c22\u8d5b\u5b81\u8fd8\u8868\u793a\uff0c\u8fd9\u6b21\u8ba8\u8bba\u672c\u8eab\u5c31\u662f\u4e00\u6b21\u5c0f\u5b9e\u9a8c\u2014\u2014\u4ed6\u60f3\u770b\u770b\uff0c\u4e00\u79cd\u65b0\u7684\u201c\u7ebf\u4e0a\u8336\u6c34\u95f4\u6548\u5e94\u201d\u662f\u5426\u771f\u7684\u80fd\u591f\u53d1\u751f\u3002<\/p><p class=\"art_p\">\u4ed6\u5f88\u4eab\u53d7\u8fd9\u79cd\u72b6\u6001\uff1a\u5148\u6709\u5206\u6b67\u3001\u6709\u4e89\u8bba\uff0c\u518d\u901a\u8fc7\u771f\u6b63\u7684\u5b9e\u9a8c\u548c\u6295\u5165\uff0c\u628a\u76f4\u89c9\u62c9\u56de\u5230\u53ef\u88ab\u9a8c\u8bc1\u7684\u79d1\u5b66\u7ed3\u8bba\u4e0a\u3002<\/p><p class=\"art_p\">\u4e0d\u5f97\u4e0d\u8bf4\uff0c\u8fd9\u6837\u5f00\u653e\u3001\u5373\u65f6\u3001\u53ef\u7ea0\u9519\u7684\u5b66\u672f\u8ba8\u8bba\uff0c\u786e\u5b9e\u503c\u5f97\u591a\u6765\u4e00\u4e9b\u3002<\/p><p class=\"art_p\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c31\u4e00\u8d77\u6765\u770b\u770b\u7531\u6b64\u50ac\u751f\u7684\u6700\u65b0\u8bba\u6587\u3002<\/p><p 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class=\"art_p\"><span>\u8bba\u6587\u7ed9\u51fa\u7684\u7ed3\u8bba\u662f\uff1a<\/span><span>\u66f4\u597d\u7684\u5168\u5c40\u8bed\u4e49\u4fe1\u606f\u5e76\u4e0d\u7b49\u4e8e\u66f4\u597d\u7684\u751f\u6210\uff0c\u7a7a\u95f4\u7ed3\u6784\uff08\u800c\u975e\u5168\u5c40\u8bed\u4e49\uff09\u624d\u662f\u8868\u5f81\u751f\u6210\u6027\u80fd\u7684\u9a71\u52a8\u529b\u3002<\/span><\/p><p class=\"art_p\"><span>\u4f20\u7edf\u89c2\u5ff5\uff08\u5305\u62ec\u8c22\u8d5b\u5b81\u672c\u4eba\uff09\u8ba4\u4e3a\u5177\u6709\u66f4\u5f3a\u5168\u5c40\u8bed\u4e49\u6027\u80fd\u7684\u8868\u5f81\u4f1a\u5e26\u6765\u66f4\u597d\u7684\u751f\u6210\u6548\u679c\uff0c\u4f46\u7814\u7a76\u5374\u8868\u660e<\/span><span>\u66f4\u5927\u7684\u89c6\u89c9\u7f16\u7801\u5668\u53cd\u800c\u53ef\u80fd\u5e26\u6765\u66f4\u5dee\u7684\u751f\u6210\u6027\u80fd<\/span><span>\u3002<\/span><\/p><p class=\"art_p\">\u5176\u4e2d\uff0c\u7ebf\u6027\u68c0\u6d4b\u51c6\u786e\u7387\u53ea\u6709\u7ea620%\u7684\u89c6\u89c9\u7f16\u7801\u5668\uff0c\u53cd\u800c\u53ef\u4ee5\u8d85\u8fc7\u51c6\u786e\u7387&gt;80%\u7684\u7f16\u7801\u5668\u3002<\/p><p class=\"art_p\">\u800c\u4e14\uff0c\u5982\u679c\u8bd5\u56fe\u901a\u8fc7CLS token\u5411patch token\u6ce8\u5165\u66f4\u591a\u5168\u5c40\u8bed\u4e49\uff0c\u751f\u6210\u6027\u80fd\u8fd8\u4f1a\u88ab\u62c9\u4f4e\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"10\" data-puid=\"0\"><img decoding=\"async\" id=\"10\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/564\/w1080h284\/20251216\/0726-b324740f4b8f0d60f56a675e573cebb5.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\"><span>\u4e0e\u6b64\u540c\u65f6\uff0c\u7814\u7a76\u8fd8\u53d1\u73b0<\/span><span>\u751f\u6210\u6548\u679c\u66f4\u597d\u7684\u8868\u5f81\uff0c\u5f80\u5f80\u5177\u6709\u66f4\u5f3a\u7684\u7a7a\u95f4\u7ed3\u6784\uff08\u53ef\u901a\u8fc7\u7a7a\u95f4\u81ea\u76f8\u4f3c\u6027\u6307\u6807\u6765\u8861\u91cf\uff09<\/span><span>\uff1a<\/span><\/p><p class=\"art_p\">\u4e5f\u5c31\u662f\u8bf4\uff0c\u56fe\u50cf\u4e2d\u67d0\u4e00\u90e8\u5206\u7684token\u4f1a\u5982\u4f55\u5173\u6ce8\u56fe\u50cf\u4e2d\u5176\u4ed6\u533a\u57df\u7684token\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"11\" data-puid=\"0\"><img decoding=\"async\" id=\"11\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/548\/w1080h268\/20251216\/aaab-c51beea09eab9a17d7e9043d0f6e168f.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p 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class=\"art_p\">\u5728\u6d4b\u8bd5\u5f97\u51fa\u7ed3\u8bba\u540e\uff0c\u8bba\u6587\u53c8\u57fa\u4e8e\u73b0\u6709\u7684\u8868\u5f81\u5bf9\u9f50\uff08REPA\uff09\u6846\u67b6\u8fdb\u884c\u5206\u6790\u548c\u4fee\u6539\uff0c\u63d0\u51fa\u4e86iREPA\u3002<\/p><ul><li><p class=\"art_p\">\u6295\u5f71\u5c42\u6539\u8fdb\uff1a \u5c06REPA\u4e2d\u6807\u51c6\u7684MLP\u6295\u5f71\u5c42\u66ff\u6362\u4e3a\u4e00\u4e2a\u7b80\u5355\u7684\u5377\u79ef\u5c42\u3002<\/p><\/li><li><p class=\"art_p\">\u7a7a\u95f4\u89c4\u8303\u5316\uff1a \u4e3a\u5916\u90e8\u8868\u5f81\u5f15\u5165\u4e00\u4e2a\u7a7a\u95f4\u89c4\u8303\u5316\u5c42\u3002<\/p><\/li><\/ul><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"14\" data-puid=\"0\"><img decoding=\"async\" id=\"14\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/503\/w1080h223\/20251216\/81f6-a5a93ecd720f8133ddf8c2f3ba6e47aa.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 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src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20251216s\/637\/w1080h357\/20251216\/2b50-37f06dbd6b2987b40527cda25682915d.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u00a0<\/p><p class=\"art_p\">\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>henry \u53d1\u81ea 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