{"id":37766,"date":"2025-02-04T04:00:54","date_gmt":"2025-02-03T20:00:54","guid":{"rendered":"https:\/\/17aitech.com\/?p=37766"},"modified":"2025-02-04T04:00:54","modified_gmt":"2025-02-03T20:00:54","slug":"%e4%bb%85%e7%bc%a9%e5%b0%8f%e8%a7%86%e8%a7%89token%e4%bd%8d%e7%bd%ae%e7%bc%96%e7%a0%81%e9%97%b4%e9%9a%94%ef%bc%8c%e8%bd%bb%e6%9d%be%e8%ae%a9%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37766","title":{"rendered":"\u4ec5\u7f29\u5c0f\u89c6\u89c9Token\u4f4d\u7f6e\u7f16\u7801\u95f4\u9694\uff0c\u8f7b\u677e\u8ba9\u591a\u6a21\u6001\u5927\u6a21\u578b\u7406\u89e3\u767e\u4e07Token\uff01\u6e05\u534e\u5927\u5b66\uff0c\u9999\u6e2f\u5927\u5b66\uff0c\u4e0a\u6d77AI Lab\u65b0\u7a81\u7834"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-15-6\" target=\"_blank\">\u4ec5\u7f29\u5c0f\u89c6\u89c9Token\u4f4d\u7f6e\u7f16\u7801\u95f4\u9694\uff0c\u8f7b\u677e\u8ba9\u591a\u6a21\u6001\u5927\u6a21\u578b\u7406\u89e3\u767e\u4e07Token\uff01\u6e05\u534e\u5927\u5b66\uff0c\u9999\u6e2f\u5927\u5b66\uff0c\u4e0a\u6d77AI Lab\u65b0\u7a81\u7834<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d555bd69554f8e5b35c0515ac7470558.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d555bd69554f8e5b35c0515ac7470558.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"167\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u672c\u6587\u5171\u540c\u4e00\u4f5c\u4e3a\u845b\u4fca\u5c90 (\u6e05\u534e\u5927\u5b66\u672c\u79d1\u751f)\uff0c\u9648\u5b50\u71a0 (\u6e05\u534e\u5927\u5b66\u672c\u79d1\u751f)\uff0c\u6797\u9526\u6d9b (\u9999\u6e2f\u5927\u5b66\u535a\u58eb\u751f)\uff0c\u795d\u91d1\u56fd (\u4e0a\u6d77 AI Lab \u9752\u5e74\u7814\u7a76\u5458)\u3002\u672c\u6587\u7684\u901a\u8baf\u4f5c\u8005\u662f\u6731\u9521\u6d32\uff0c\u4ed6\u7684\u7814\u7a76\u65b9\u5411\u662f\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u548c\u591a\u6a21\u6001\u57fa\u7840\u6a21\u578b\uff0c\u4ee3\u8868\u4f5c\u6709 Deformable DETR\u3001DCN v2 \u7b49\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u968f\u7740\u8bed\u8a00\u5927\u6a21\u578b\u7684\u6210\u529f\uff0c\u89c6\u89c9 &#8211; \u8bed\u8a00\u591a\u6a21\u6001\u5927\u6a21\u578b (Vision-Language Multimodal Models, \u7b80\u5199\u4e3a VLMs) \u53d1\u5c55\u8fc5\u901f\uff0c\u4f46\u5728\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\u8868\u73b0\u5374\u4e0d\u5c3d\u5982\u4eba\u610f\uff0c\u8fd9\u4e00\u95ee\u9898\u4e25\u91cd\u5236\u7ea6\u4e86\u591a\u6a21\u6001\u6a21\u578b\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u6f5c\u529b\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u6e05\u534e\u5927\u5b66\uff0c\u9999\u6e2f\u5927\u5b66\u548c\u4e0a\u6d77 AI Lab \u8054\u5408\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u7528\u4e8e\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u4f4d\u7f6e\u7f16\u7801\u65b9\u6cd5 \u2014\u2014Variable Vision Position Embedding (V2PE) \uff0c\u53d6\u5f97\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\u7684\u65b0\u7a81\u7834\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-019bd34e0bbfc1a2659a54b2741bb1a2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-019bd34e0bbfc1a2659a54b2741bb1a2.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2412.09616<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/zzdhybthu.github.io\/V2PE.github.io\/<\/p>\n<\/li>\n<li>\n<p>\u5f00\u6e90\u4ee3\u7801\uff1ahttps:\/\/github.com\/OpenGVLab\/V2PE<\/p>\n<\/li>\n<\/ul>\n<section>\u4f4d\u7f6e\u7f16\u7801\u662f\u591a\u6a21\u6001\u5927\u6a21\u578b\u4e2d\u7684\u5173\u952e\u6280\u672f\uff0c\u7528\u4e8e\u8ba9\u6a21\u578b\u7406\u89e3\u8f93\u5165\u5e8f\u5217\u7684\u76f8\u5bf9\u4f4d\u7f6e\u5173\u7cfb\u3002\u5b83\u4f7f\u5f97 VLMs \u80fd\u591f\u7406\u89e3\u8bcd\u8bed\u5728\u53e5\u5b50\u4e2d\u7684\u4f4d\u7f6e\uff0c\u5e76\u8bc6\u522b\u56fe\u50cf\u5757\u5728\u539f\u56fe\u4e2d\u7684\u4e8c\u7ef4\u4f4d\u7f6e\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684\u591a\u6a21\u6001\u6a21\u578b\u901a\u5e38\u5728\u56fe\u50cf token \u4e0a\u6cbf\u7528\u6587\u672c\u6a21\u578b\u7684\u4f4d\u7f6e\u7f16\u7801\u65b9\u5f0f\uff0c\u8fd9\u5e76\u975e\u6700\u4f18\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>V2PE \u63d0\u51fa\u4e86\u4e00\u79cd\u4e3a\u89c6\u89c9 token \u5206\u914d\u53ef\u53d8\u4f4d\u7f6e\u589e\u91cf\u7684\u65b0\u65b9\u6cd5\uff0c\u6709\u6548\u89e3\u51b3\u4e86\u4f20\u7edf\u4f4d\u7f6e\u7f16\u7801\u5728\u5904\u7406\u8d85\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u65f6\u7684\u6027\u80fd\u74f6\u9888\u95ee\u9898\u3002\u901a\u8fc7\u907f\u514d\u4f4d\u7f6e\u7f16\u7801\u8d85\u51fa\u6a21\u578b\u8bad\u7ec3\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u9650\u5236\uff0cV2PE \u663e\u8457\u63d0\u5347\u4e86\u6a21\u578b\u5728 32K \u81f3 1M \u957f\u5ea6\u8d85\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u3002\u76f8\u6bd4\u4f20\u7edf\u4f4d\u7f6e\u7f16\u7801\u7684\u6a21\u578b\uff0c\u91c7\u7528 V2PE \u7684\u6a21\u578b\u5728\u8fd9\u4e9b\u4efb\u52a1\u4e2d\u5b9e\u73b0\u4e86\u7a81\u7834\u6027\u6539\u8fdb\uff0c\u751a\u81f3\u8d85\u8d8a\u4e86\u6700\u5148\u8fdb\u7684\u95ed\u6e90\u5927\u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-533754d8c8a2fc342aa053da41656799.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-533754d8c8a2fc342aa053da41656799.png\"><\/a><\/section>\n<section>V2PE \u5de5\u4f5c\u6709\u4ee5\u4e0b\u8d21\u732e\uff1a<\/section>\n<ul>\n<li>\n<p>\u6784\u5efa\u4e86\u4e00\u4e2a\u7528\u4e8e VLMs \u957f\u4e0a\u4e0b\u6587\u8bad\u7ec3\u548c\u8bc4\u4f30\u7684\u6df7\u5408\u6570\u636e\u96c6\u3002\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u8fd9\u4e00\u6570\u636e\u96c6\u53d1\u73b0\uff0c\u76f4\u63a5\u5c06 LLM \u7684\u4f4d\u7f6e\u7f16\u7801\u673a\u5236\u5e94\u7528\u4e8e\u89c6\u89c9 token \u662f\u6b21\u4f18\u9009\u62e9\u3002<\/p>\n<\/li>\n<li>\n<p>\u63d0\u51fa\u4e86\u53ef\u53d8\u89c6\u89c9\u4f4d\u7f6e\u4fe1\u606f\u7f16\u7801 (V2PE)\uff0c\u4e00\u79cd\u521b\u65b0\u7684\u4f4d\u7f6e\u7f16\u7801\u7b56\u7565\uff0c\u901a\u8fc7\u4e3a\u89c6\u89c9 token \u5206\u914d\u53ef\u53d8\u4e14\u8f83\u5c0f\u7684\u589e\u91cf\uff0c\u5927\u5e45\u63d0\u5347\u4e86 VLMs \u5bf9\u957f\u591a\u6a21\u6001\u4e0a\u4e0b\u6587\u7684\u7406\u89e3\u548c\u63a8\u7406\u80fd\u529b\u3002<\/p>\n<\/li>\n<li>\n<p>\u5c06 V2PE \u65b9\u6cd5\u548c\u6269\u5c55\u8bad\u7ec3\u6570\u636e\u5e94\u7528\u4e8e\u5f00\u6e90\u89c6\u89c9\u6a21\u578b InternVL2-2B, \u5fae\u8c03\u540e\u7684\u6a21\u578b\u5728\u7edf\u4e00\u591a\u6a21\u6001\u57fa\u51c6\u6d4b\u8bd5\u548c\u957f\u4e0a\u4e0b\u6587\u591a\u6a21\u6001\u4efb\u52a1\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u6210\u529f\u5904\u7406\u957f\u8fbe 1M token \u7684\u5e8f\u5217\uff0c\u5c55\u73b0\u4e86\u5353\u8d8a\u7684\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u80fd\u529b\u3002<\/p>\n<\/li>\n<\/ul>\n<section><strong>\u53ef\u53d8\u89c6\u89c9\u4f4d\u7f6e\u7f16\u7801<\/strong><\/section>\n<section><strong>\u7a81\u7834\u89c6\u89c9 &#8211; \u8bed\u8a00\u6a21\u578b\u5728\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e2d\u7684\u65b0\u8fb9\u754c<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0c\u89c6\u89c9 &#8211; \u8bed\u8a00\u6a21\u578b \u56e0\u5176\u5728\u591a\u6a21\u6001\u4efb\u52a1\u4e2d\u7684\u51fa\u8272\u8868\u73b0\u800c\u5907\u53d7\u5173\u6ce8\u3002\u7136\u800c\uff0c\u5728\u5904\u7406\u89c6\u9891\u3001\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u6216\u957f\u7bc7\u56fe\u6587\u6587\u6863\u7b49\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u65f6\uff0c\u5176\u6cdb\u5316\u80fd\u529b\u5374\u663e\u8457\u4e0b\u964d\uff0c\u8fd9\u9650\u5236\u4e86\u5b83\u4eec\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u6f5c\u529b\uff0c\u5e76\u5f71\u54cd\u4e86\u7528\u6237\u4f53\u9a8c\u7684\u8fdb\u4e00\u6b65\u63d0\u5347\u3002<\/section>\n<section><\/section>\n<section>V2PE \u65e8\u5728\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\u5728\u4e8e\uff1a\u4e3a\u4ec0\u4e48 VLMs \u5728\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\u8868\u73b0\u4e0d\u4f73\uff0c\u4ee5\u53ca\u5982\u4f55\u63d0\u5347\u5b83\u4eec\u5728\u957f\u5e8f\u5217\u591a\u6a21\u6001\u7406\u89e3\u4e0e\u63a8\u7406\u4e0a\u7684\u80fd\u529b\uff1f<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u7814\u7a76 VLMs \u4e3a\u4ec0\u4e48\u5728\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u8868\u73b0\u4e0d\u4f73\uff0c\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u6784\u5efa\u5927\u89c4\u6a21\u7684\u957f\u4e0a\u4e0b\u6587\u591a\u6a21\u6001\u6570\u636e\u96c6\uff0c\u7cfb\u7edf\u5730\u8bc4\u4f30\u548c\u5206\u6790 VLMs \u7684\u80fd\u529b\uff0c\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u4ed6\u4eec\u610f\u8bc6\u5230\u4f4d\u7f6e\u7f16\u7801\u7b56\u7565\u5728 VLMs \u7684\u6027\u80fd\u4e2d\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002<\/section>\n<section><\/section>\n<section>\u4f20\u7edf\u7684 VLMs \u4f4d\u7f6e\u7f16\u7801\u901a\u5e38\u4e0d\u533a\u5206\u6587\u672c token \u548c\u56fe\u50cf token\uff0c\u5e76\u5728\u8bad\u7ec3\u4e2d\u4f7f\u7528\u56fa\u5b9a\u7684\u7f16\u7801\u89c4\u5219\u3002\u7136\u800c\uff0c\u6587\u672c token \u5c5e\u4e8e\u4e00\u7ef4\u6570\u636e\uff0c\u4f4d\u7f6e\u7f16\u7801\u4ec5\u9700\u4f20\u8fbe\u5148\u540e\u987a\u5e8f\uff1b\u56fe\u50cf token \u5219\u4e3a\u4e8c\u7ef4\u6570\u636e\uff0c\u4f4d\u7f6e\u7f16\u7801\u9700\u4f20\u9012\u56fe\u50cf\u5757\u7684\u7a7a\u95f4\u4f4d\u7f6e\u4fe1\u606f\uff0c\u8fd8\u8981\u8003\u8651\u591a\u5206\u8fa8\u7387\u4e0b\u7f29\u7565\u56fe\u4e0e\u5b50\u56fe\u50cf\u5757\u7684\u5bf9\u5e94\u5173\u7cfb\u3002\u6b64\u5916\uff0c\u5f53\u6a21\u578b\u5904\u7406\u8d85\u51fa\u8bad\u7ec3\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u957f\u5e8f\u5217\u65f6\uff0c\u56fa\u5b9a\u4f4d\u7f6e\u7f16\u7801\u4f1a\u8d85\u51fa\u6a21\u578b\u5df2\u77e5\u8303\u56f4\uff0c\u5bfc\u81f4\u63a8\u7406\u80fd\u529b\u53d7\u9650\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86 Variable Visual Position Encoding (V2PE)\uff0c\u8fd9\u662f\u4e00\u79cd\u65b0\u9896\u7684\u4f4d\u7f6e\u7f16\u7801\u65b9\u6cd5\uff0c\u4e13\u95e8\u9488\u5bf9\u89c6\u89c9 &#8211; \u8bed\u8a00\u6a21\u578b\uff08VLMs\uff09\u4e2d\u7684\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u3002V2PE \u901a\u8fc7\u4e3a\u89c6\u89c9 token \u5206\u914d\u66f4\u5c0f\u7684\u3001\u53ef\u53d8\u7684\u4f4d\u7f6e\u589e\u91cf\uff0c\u6709\u6548\u5730\u7ba1\u7406\u957f\u591a\u6a21\u6001\u5e8f\u5217\u3002<\/section>\n<section><\/section>\n<section><strong>\u589e\u5f3a\u7684\u957f\u4e0a\u4e0b\u6587\u591a\u6a21\u6001\u6570\u636e\u96c6<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-cfab57a74039b48b5139e606354790c7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-cfab57a74039b48b5139e606354790c7.png\"><\/a><\/section>\n<section>\u4f5c\u8005\u5f15\u5165\u4e86\u4e24\u4e2a\u589e\u5f3a\u7684\u957f\u4e0a\u4e0b\u6587\u591a\u6a21\u6001\u6570\u636e\u96c6\uff1aLong Visual Question Answering (Long-VQA) \u548c Long Multimodal Retrieval (Long-MR)\u3002\u65e8\u5728\u63d0\u5347 VLMs \u7684\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u5e76\u5efa\u7acb\u8bc4\u4f30\u6846\u67b6\u3002<\/section>\n<ul>\n<li>\n<p>Long-VQA \u6570\u636e\u96c6\u6269\u5c55\u4e86 17 \u4e2a\u88ab\u5e7f\u6cdb\u91c7\u7528\u7684\u6570\u636e\u96c6\uff0c\u5c06\u5185\u5bb9\u4ece\u77ed\u5e8f\u5217\u6269\u5c55\u5230\u5305\u542b\u9ad8\u8fbe 32K token \u7684\u5e8f\u5217\u3002\u4efb\u52a1\u6db5\u76d6\u5e38\u8bc6\u63a8\u7406\u3001\u4e8b\u5b9e\u77e5\u8bc6\u548c\u89e3\u91ca\u6587\u672c\u548c\u89c6\u89c9\u4fe1\u606f\u3002<\/p>\n<\/li>\n<li>\n<p>Long-MR \u6570\u636e\u96c6\u53d7\u591a\u6a21\u6001\u5927\u6d77\u635e\u9488 benchamrk &#8212; MM-NIAH \u7684\u542f\u53d1\uff0c\u901a\u8fc7\u5728\u4ea4\u9519\u7684\u6587\u672c\u56fe\u50cf\u4e2d\u68c0\u6d4b\u76ee\u6807\u56fe\u50cf\u6216\u6bb5\u843d\uff0c\u8bc4\u4f30 VLMs \u5904\u7406\u8d85\u957f\u4e0a\u4e0b\u6587\u7684\u80fd\u529b\u3002<\/p>\n<\/li>\n<\/ul>\n<section><strong>\u53ef\u53d8\u89c6\u89c9\u4f4d\u7f6e\u7f16\u7801<\/strong><\/section>\n<section><\/section>\n<section><strong>\u4f4d\u7f6e\u7f16\u7801\u5728\u89c6\u89c9 &#8211; \u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u4f5c\u7528<\/strong><\/section>\n<section><\/section>\n<section>\u4f4d\u7f6e\u7f16\u7801\u662f Transformer \u67b6\u6784\u4e2d\u7684\u57fa\u672c\u7ec4\u6210\u90e8\u5206\uff0c\u5b83\u901a\u8fc7\u4e3a token \u63d0\u4f9b\u4f4d\u7f6e\u4fe1\u606f\u6765\u6355\u83b7\u5e8f\u5217\u5173\u7cfb\u3002\u4f4d\u7f6e\u7f16\u7801\u901a\u5e38\u6d89\u53ca\u4e24\u4e2a\u6b65\u9aa4\uff1a\u4f4d\u7f6e\u7d22\u5f15\u63a8\u5bfc<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-5aa45df8408208f41f4a00f53cfb35d5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-5aa45df8408208f41f4a00f53cfb35d5.png\"><\/a>\u548c\u4f4d\u7f6e\u5d4c\u5165\u8ba1\u7b97<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e8620ffd96374de6880ed38604c8baf1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e8620ffd96374de6880ed38604c8baf1.png\"><\/a>\u3002<\/section>\n<ul>\n<li>\n<p>\u4f4d\u7f6e\u7d22\u5f15\u63a8\u5bfc\uff1a\u4e3a\u6bcf\u4e2a token<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ecd637269aa012e234c02d65fa7194c3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ecd637269aa012e234c02d65fa7194c3.png\"><\/a>\u5206\u914d\u4f4d\u7f6e\u7d22\u5f15<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-3b0cfe38d8642fc8be98ef61977932f4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-3b0cfe38d8642fc8be98ef61977932f4.png\"><\/a>\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f4d\u7f6e\u5d4c\u5165\u8ba1\u7b97\uff1a\u5c06\u8fd9\u4e9b\u7d22\u5f15\u8f6c\u6362\u4e3a\u5f71\u54cd\u6ce8\u610f\u529b\u673a\u5236\u7684\u4f4d\u7f6e\u5d4c\u5165\u3002<\/p>\n<\/li>\n<\/ul>\n<section><strong>\u53ef\u53d8\u4f4d\u7f6e\u7d22\u5f15\u63a8\u5bfc<\/strong><\/section>\n<section><\/section>\n<section>\u4f5c\u8005\u63d0\u51fa\u4e86\u4e00\u79cd\u9488\u5bf9\u6a21\u6001\u7279\u5b9a\u7684\u9012\u5f52\u51fd\u6570\uff0c\u4e3a\u6587\u672c\u548c\u89c6\u89c9 token \u5206\u914d\u4e0d\u540c\u7684\u4f4d\u7f6e\u7d22\u5f15\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e0598733cfa2933cb018bb8298a3129f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e0598733cfa2933cb018bb8298a3129f.png\"><\/a><\/section>\n<section>\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-010722e522c4fe70ee2becf6fd4849e8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-010722e522c4fe70ee2becf6fd4849e8.png\"><\/a>\u662f\u4e00\u4e2a\u5c0f\u4e8e 1 \u7684\u589e\u91cf\uff0c\u7528\u4e8e\u51cf\u5c11\u89c6\u89c9 token \u7684\u4f4d\u7f6e\u7d22\u5f15\u589e\u52a0\u901f\u7387\u3002\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-87f586450854f29cdbb0e3c2cb13988d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-87f586450854f29cdbb0e3c2cb13988d.png\"><\/a>\u53ef\u4ee5\u4ece\u4e00\u7ec4\u5206\u6570\u503c\u4e2d\u52a8\u6001\u9009\u62e9\uff0c\u4ee5\u9002\u5e94\u4e0d\u540c\u7684\u8f93\u5165\u957f\u5ea6\u548c\u590d\u6742\u6027\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u79cd\u65b9\u6cd5\u4e0e\u4f20\u7edf\u7684\u957f\u4e0a\u4e0b\u6587\u65b9\u6cd5\u76f8\u6bd4\u5177\u6709\u51e0\u4e2a\u4f18\u52bf\uff1a<\/section>\n<section><\/section>\n<section>1. V2PE \u4fdd\u7559\u4e86 VLMs \u4e2d\u7684\u6240\u6709\u89c6\u89c9 token\uff0c\u4fdd\u7559\u4e86\u89c6\u89c9\u5185\u5bb9\u7684\u4e30\u5bcc\u6027\u548c\u7ec6\u8282\u3002<\/section>\n<section>2. V2PE \u5141\u8bb8 VLMs \u901a\u8fc7\u5728\u8bad\u7ec3\u671f\u95f4\u52a8\u6001\u9009\u62e9<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-05302698bc84e6faa3a18f4c228a836b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-05302698bc84e6faa3a18f4c228a836b.png\"><\/a>\u6765\u9002\u5e94\u4efb\u610f\u95f4\u9694\u7684\u4f4d\u7f6e\u7d22\u5f15\uff0c\u907f\u514d\u4e86\u4f4d\u7f6e\u7f16\u7801\u5916\u63a8\u5f15\u8d77\u7684\u4e0d\u51c6\u786e\u3002<\/section>\n<section><\/section>\n<section><strong>\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u663e\u8457\u63d0\u5347<\/strong><\/section>\n<section><\/section>\n<section>\u7ecf\u8fc7\u4e00\u7cfb\u5217\u7684\u5b9e\u9a8c\u548c\u5206\u6790\uff0c\u7814\u7a76\u56e2\u961f\u53d6\u5f97\u4e86\u663e\u8457\u7684\u6210\u679c\u3002\u901a\u8fc7\u5f15\u5165 Variable Visual Position Encoding (V2PE) \u548c\u589e\u5f3a\u7684\u957f\u4e0a\u4e0b\u6587\u591a\u6a21\u6001\u6570\u636e\u96c6\uff0c\u7814\u7a76\u56e2\u961f\u5f97\u5230\u4e86\u4ee5\u4e0b\u51e0\u4e2a\u91cd\u8981\u7684\u53d1\u73b0\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-77828a9062f0e323bdcb8ea58ff2b323.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-77828a9062f0e323bdcb8ea58ff2b323.png\"><\/a>\u5bf9\u6a21\u578b\u4e0a\u4e0b\u6587\u80fd\u529b\u7684\u5f71\u54cd<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9fe5b68ded30eee4cd65c7512b63f206.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9fe5b68ded30eee4cd65c7512b63f206.png\"><\/a><\/section>\n<section>\u5728\u4e0a\u4e0b\u6587\u957f\u5ea6 32k \u4ee5\u5185\u7684\u6570\u636e\u4e0a\u8bad\u7ec3\u6a21\u578b\uff0c\u5728 64k \u4ee5\u5185\uff0c\u591a\u79cd\u957f\u5ea6\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u3002\u5b9e\u9a8c\u7684\u7ed3\u679c\u8868\u660e\uff0c\u5728\u6d4b\u8bd5\u957f\u5ea6\u8d85\u51fa\u8bad\u7ec3\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u65f6\uff0c\u6a21\u578b\u6548\u679c\u4f1a\u663e\u8457\u4e0b\u964d\uff0c\u4f46\u9009\u7528\u66f4\u5c0f\u7684\u589e\u91cf<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-f58b784e49b3e6b410f48da05d1c383a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-f58b784e49b3e6b410f48da05d1c383a.png\"><\/a>\u53ef\u4ee5\u6709\u6548\u7f13\u89e3\u8fd9\u4e00\u73b0\u8c61\u3002<\/section>\n<ul>\n<li>\n<p>\u5728 1M \u4e0a\u4e0b\u6587\u957f\u5ea6\u4e0b\u7684\u8868\u73b0\u63d0\u5347<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-fb2a9b5d1b83b4d0fef121a35a270728.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-fb2a9b5d1b83b4d0fef121a35a270728.png\"><\/a><\/section>\n<section>\u4f5c\u8005\u5206\u522b\u5728 32k \u548c 256k \u7684\u8bad\u7ec3\u6570\u636e\u4e0a\u5fae\u8c03\u6a21\u578b\uff0c\u5e76\u5728\u957f\u8fbe 1M \u7684\u591a\u79cd\u4e0a\u4e0b\u6587\u957f\u5ea6\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cV2PE \u5728\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\u7684\u8868\u73b0\u660e\u663e\u4f18\u4e8e\u4e0d\u52a0 V2PE \u7684\u6a21\u578b\uff0c\u4e5f\u4f18\u4e8e\u4f7f\u7528\u63d2\u503c\u65b9\u6cd5\u7684\u6a21\u578b\uff0c\u751a\u81f3\u80fd\u8d85\u8d8a\u5148\u8fdb\u7684\u95ed\u6e90\u5927\u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c81675bb6e453d1fab79469dfcee8b4b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c81675bb6e453d1fab79469dfcee8b4b.png\"><\/a><\/section>\n<section>\u6b64\u5916\uff0c\u4f5c\u8005\u5c06\u8bad\u7ec3\u597d\u7684 V2PE \u6a21\u578b\u4e0e\u5176\u4ed6\u89c6\u89c9 &#8211; \u8bed\u8a00\u6a21\u578b\u5728\u591a\u79cd\u57fa\u51c6\u6d4b\u8bd5\u8fdb\u884c\u4e86\u5bf9\u6bd4\uff0c\u7ed3\u679c\u8868\u660e\uff0cV2PE \u5728\u957f\u4e0a\u4e0b\u6587\u591a\u6a21\u6001\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u4f18\u4e8e\u5176\u4ed6\u6a21\u578b\uff0c\u8bc1\u660e\u4e86 V2PE \u7684\u6709\u6548\u6027\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-33b8fe38dc3ff0235e82b843447db143.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-33b8fe38dc3ff0235e82b843447db143.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c0f33fdf71db77c0050186a13d42021b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c0f33fdf71db77c0050186a13d42021b.png\"><\/a><\/section>\n<section>\u6d88\u878d\u5b9e\u9a8c\u4e2d\uff0c\u4f5c\u8005\u5c06 V2PE \u65b9\u6cd5\u4e0e token \u538b\u7f29\u7684\u65b9\u6cd5\u4ee5\u53ca\u5728\u8bad\u7ec3\u65f6\u56fa\u5b9a\u89c6\u89c9 token \u7684\u4f4d\u7f6e\u7f16\u7801\u589e\u91cf\u7684\u65b9\u6cd5\u8fdb\u884c\u4e86\u5bf9\u6bd4\uff0c\u8bc1\u660e\u4e86 V2PE \u7684\u4f18\u52bf\u3002<\/section>\n<section><\/section>\n<section>\u5728\u5bf9\u6ce8\u610f\u529b\u56fe\u7684\u5206\u6790\u4e2d\uff0c\u4f5c\u8005\u5173\u6ce8\u6ce8\u610f\u529b\u56fe\u7684\u5c3e\u90e8\uff0c\u5373\u5bf9\u5e94\u5e8f\u5217\u672b\u7aef\u7684\u95ee\u9898\u90e8\u5206\u7684\u6ce8\u610f\u529b\u56fe\u3002\u4f5c\u8005\u53d1\u73b0\uff0c\u968f\u7740<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-90944e3e4e1695a0d87a24c825c96961.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-90944e3e4e1695a0d87a24c825c96961.png\"><\/a>\u7684\u51cf\u5c0f\uff0c\u6a21\u578b\u80fd\u66f4\u597d\u5730\u628a\u6ce8\u610f\u529b\u96c6\u4e2d\u5728\u95ee\u9898\u5bf9\u5e94\u7684\u7b54\u6848\u9644\u8fd1\uff0c\u8bc1\u660e\u4e86 V2PE 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