{"id":35834,"date":"2025-01-01T17:00:26","date_gmt":"2025-01-01T09:00:26","guid":{"rendered":"https:\/\/17aitech.com\/?p=35834"},"modified":"2025-01-01T17:00:26","modified_gmt":"2025-01-01T09:00:26","slug":"%e9%95%bf%e7%9f%ad%e5%a4%a7%e5%b0%8f%e6%a0%b7%e6%a0%b7%e7%b2%be%e9%80%9a%ef%bc%81%e5%8e%9f%e5%a7%8b%e5%88%86%e8%be%a8%e7%8e%87%e3%80%81%e8%b6%85%e9%95%bf%e8%a7%86%e9%a2%91%e8%be%93%e5%85%a5%ef%bc%9a","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35834","title":{"rendered":"\u957f\u77ed\u5927\u5c0f\u6837\u6837\u7cbe\u901a\uff01\u539f\u59cb\u5206\u8fa8\u7387\u3001\u8d85\u957f\u89c6\u9891\u8f93\u5165\uff1a\u66f4\u7075\u6d3b\u7684\u5168\u5f00\u6e90\u591a\u6a21\u6001\u67b6\u6784Oryx"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-28\" target=\"_blank\">\u957f\u77ed\u5927\u5c0f\u6837\u6837\u7cbe\u901a\uff01\u539f\u59cb\u5206\u8fa8\u7387\u3001\u8d85\u957f\u89c6\u9891\u8f93\u5165\uff1a\u66f4\u7075\u6d3b\u7684\u5168\u5f00\u6e90\u591a\u6a21\u6001\u67b6\u6784Oryx<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b9eeb15bcb3ead3ecdadc9cbe3b7d82d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b9eeb15bcb3ead3ecdadc9cbe3b7d82d.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>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<\/p>\n<\/section>\n<\/blockquote>\n<p><strong>\u672c\u6587\u7684\u4e3b\u8981\u4f5c\u8005\u6765\u81ea\u6e05\u534e\u5927\u5b66\u667a\u80fd\u89c6\u89c9\u5b9e\u9a8c\u5ba4\uff08i-Vision Group\uff09\u3001\u817e\u8baf\u516c\u53f8\u548c\u5357\u6d0b\u7406\u5de5\u5927\u5b66 S-Lab\u3002\u672c\u6587\u7684\u5171\u540c\u7b2c\u4e00\u4f5c\u8005\u4e3a\u6e05\u534e\u5927\u5b66\u81ea\u52a8\u5316\u7cfb\u535a\u58eb\u751f\u5218\u7956\u708e\u548c\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u535a\u58eb\u751f\u8463\u5b87\u660a\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u591a\u6a21\u6001\u6a21\u578b\u3002\u672c\u6587\u7684\u901a\u8baf\u4f5c\u8005\u4e3a\u817e\u8baf\u9ad8\u7ea7\u7814\u7a76\u5458\u9976\u6c38\u94ed\u548c\u6e05\u534e\u5927\u5b66\u81ea\u52a8\u5316\u7cfb\u9c81\u7ee7\u6587\u6559\u6388\u3002<\/strong><\/p>\n<p>\u89c6\u89c9\u6570\u636e\u7684\u79cd\u7c7b\u6781\u5176\u591a\u6837\uff0c\u56ca\u62ec\u50cf\u7d20\u7ea7\u522b\u7684\u56fe\u6807\u5230\u6570\u5c0f\u65f6\u7684\u89c6\u9891\u3002\u73b0\u6709\u7684\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08MLLM\uff09\u901a\u5e38\u5c06\u89c6\u89c9\u8f93\u5165\u8fdb\u884c\u5206\u8fa8\u7387\u7684\u6807\u51c6\u5316\u6216\u8fdb\u884c\u52a8\u6001\u5207\u5206\u7b49\u64cd\u4f5c\uff0c\u4ee5\u4fbf\u89c6\u89c9\u7f16\u7801\u5668\u5904\u7406\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u5bf9\u591a\u6a21\u6001\u7406\u89e3\u5e76\u4e0d\u7406\u60f3\uff0c\u5728\u5904\u7406\u4e0d\u540c\u957f\u5ea6\u7684\u89c6\u89c9\u8f93\u5165\u65f6\u6548\u7387\u8f83\u4f4e\u3002<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898\uff0c\u6765\u81ea\u6e05\u534e\u5927\u5b66\u3001\u817e\u8baf\u3001\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u7684\u7814\u7a76\u8005\u4eec\u63d0\u51fa\u4e00\u79cd\u66f4\u7075\u6d3b\u7684\u591a\u6a21\u6001\u6a21\u578b Oryx\u3002Oryx \u662f\u4e00\u79cd\u7edf\u4e00\u7684\u591a\u6a21\u6001\u67b6\u6784\uff0c\u80fd\u591f\u5904\u7406\u56fe\u50cf\u3001\u89c6\u9891\u548c\u591a\u89c6\u89d2 3D \u573a\u666f\uff0c\u63d0\u4f9b\u4e86\u4e00\u79cd\u80fd\u591f\u6309\u7167\u9700\u6c42\u5904\u7406<strong>\u4efb\u610f\u7a7a\u95f4\u5927\u5c0f\u548c\u65f6\u95f4\u957f\u5ea6<\/strong>\u89c6\u89c9\u8f93\u5165\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>Oryx \u7684\u6838\u5fc3\u521b\u65b0\u70b9\u5305\u62ec\uff1a\u4e00\u4e2a\u9884\u8bad\u7ec3\u7684 OryxViT \u6a21\u578b\uff0c\u80fd\u591f\u5c06<strong>\u4efb\u610f\u539f\u59cb\u5206\u8fa8\u7387<\/strong>\u7684\u56fe\u50cf\u7f16\u7801\u4e3a\u89c6\u89c9 token\uff1b\u4e00\u4e2a\u52a8\u6001\u538b\u7f29\u6a21\u5757\uff0c\u652f\u6301\u6309\u9700\u5bf9\u89c6\u89c9 token \u8fdb\u884c 1 \u500d\u5230 16 \u500d\u7684\u538b\u7f29\u3002\u4e0a\u8ff0\u8bbe\u8ba1\u4f7f Oryx \u80fd\u591f\u5728\u5904\u7406\u4e0d\u540c\u9700\u6c42\u4e0b\u7684\u4efb\u52a1\u65f6\u4fdd\u6301\u66f4\u9ad8\u7684\u6548\u7387\u548c\u7cbe\u5ea6\u3002\u6b64\u5916\uff0cOryx \u901a\u8fc7\u589e\u5f3a\u7684\u6df7\u5408\u6570\u636e\u548c\u9488\u5bf9\u4e0a\u4e0b\u6587\u68c0\u7d22\u3001\u7a7a\u95f4\u611f\u77e5\u6570\u636e\u7684\u8bad\u7ec3\uff0c\u5728\u591a\u6a21\u6001\u878d\u5408\u4e0a\u53d6\u5f97\u4e86\u66f4\u5f3a\u7684\u80fd\u529b\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-0edca7dcc7e2388638a7ee307e08003f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-0edca7dcc7e2388638a7ee307e08003f.png\"><\/a><\/p>\n<ul>\n<li>\n<p>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/oryx-mllm.github.io\/<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\uff1ahttps:\/\/arxiv.org\/abs\/2409.12961<\/p>\n<\/li>\n<li>\n<p>\u4ee3\u7801\uff1ahttps:\/\/github.com\/Oryx-mllm\/Oryx<\/p>\n<\/li>\n<li>\n<p>Demo\uff1ahttps:\/\/huggingface.co\/spaces\/THUdyh\/Oryx<\/p>\n<\/li>\n<\/ul>\n<p><strong>1. \u4ecb\u7ecd<\/strong><\/p>\n<p>\u73b0\u6709\u65b9\u6cd5\u7b80\u5355\u5730\u5c06\u5404\u79cd\u89c6\u89c9\u8f93\u5165\u7edf\u4e00\u5904\u7406\uff0c\u5ffd\u7565\u4e86\u89c6\u89c9\u5185\u5bb9\u7684\u5dee\u5f02\u548c\u4e0d\u540c\u5e94\u7528\u7684\u5177\u4f53\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u65e9\u671f\u7684 MLLM \u5c06\u89c6\u89c9\u8f93\u5165\u8f6c\u5316\u4e3a\u56fa\u5b9a\u5206\u8fa8\u7387\uff1b\u8fd1\u671f\u7684 MLLM \u901a\u8fc7\u52a8\u6001\u5207\u5206\u65b9\u5f0f\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u7684\u89c6\u89c9\u8868\u793a\u3002\u7136\u800c\uff0c\u7531\u4e8e\u7f3a\u4e4f\u652f\u6301\u539f\u59cb\u5206\u8fa8\u7387\u8f93\u5165\u7684\u9ad8\u8d28\u91cf\u89c6\u89c9\u7f16\u7801\u5668\uff0c\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u4ecd\u7136\u662f\u4e00\u79cd\u59a5\u534f\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u63d0\u4f9b\u539f\u59cb\u5206\u8fa8\u7387\u7684\u89c6\u89c9\u8f93\u5165\u5177\u6709\u4ee5\u4e0b\u4f18\u52bf\uff1a\u5229\u7528\u6574\u4e2a\u56fe\u50cf\u8f93\u5165\u4ee5\u9632\u6b62\u4fe1\u606f\u4e22\u5931\uff1b\u89e3\u51b3\u8fb9\u7f18\u60c5\u51b5\uff1b\u63d0\u9ad8\u6548\u7387\u548c\u81ea\u7136\u6027\uff1b\u5177\u6709\u66f4\u9ad8\u7684\u6027\u80fd\u7b49\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-7364cd1082960e7c0c9446b06a42d133.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-7364cd1082960e7c0c9446b06a42d133.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1\uff1a\u6309\u9700\u6c42\u7406\u89e3\u7684\u6982\u5ff5\u3002<\/sup><\/em><\/p>\n<p>\u5982\u56fe 1 \u6240\u793a\uff0c\u5728\u5206\u8fa8\u7387\u548c\u538b\u7f29\u6bd4\u4e0a\u7684\u4f18\u5316\u53ef\u4ee5\u63d0\u9ad8\u6548\u7387\uff0c\u6ee1\u8db3\u5b9e\u9645\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u9ad8\u5206\u8fa8\u7387\u5bf9\u4e8e\u4e0e\u6587\u672c\u76f8\u5173\u7684\u4efb\u52a1\u66f4\u91cd\u8981\uff0c\u800c\u5bf9\u8c61\u5c42\u6b21\u7684\u4efb\u52a1\u53ea\u9700\u8981\u7b80\u5355\u7684\u56fe\u50cf\uff0c\u90e8\u5206\u5e94\u7528\u573a\u666f\u9700\u8981\u603b\u7ed3\u6781\u957f\u7684\u89c6\u9891\uff0c\u5176\u4ed6\u5e94\u7528\u573a\u666f\u9700\u8981\u5bf9\u6bcf\u4e00\u5e27\u4fdd\u6301\u9ad8\u7cbe\u5ea6\u3002\u56e0\u6b64\uff0c\u652f\u6301\u65f6\u7a7a\u4e0a\u7684\u4efb\u610f\u5206\u8fa8\u7387\u662f\u4e00\u79cd\u66f4\u901a\u7528\u548c\u9ad8\u6548\u7684\u65b9\u6848\u3002<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u4ee5\u4e0a\u6311\u6218\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u65f6\u7a7a\u7406\u89e3 MLLM \u6846\u67b6 Oryx\uff0c\u80fd\u591f\u5728\u6309\u9700\u65b9\u5f0f\u4e0b\u5904\u7406\u4efb\u610f\u89c6\u89c9\u5206\u8fa8\u7387\u3001\u4e0d\u540c\u65f6\u95f4\u957f\u5ea6\u548c\u591a\u6837\u5316\u7684\u4efb\u52a1\u3002Oryx \u7684\u4e3b\u8981\u8d21\u732e\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u9884\u8bad\u7ec3\u89c6\u89c9\u7f16\u7801\u5668 OryxViT\u3002\u901a\u8fc7\u81ea\u9002\u5e94\u4f4d\u7f6e\u5d4c\u5165\u5c42\u548c\u53d8\u957f\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff0c\u80fd\u591f\u5e76\u884c\u5904\u7406\u539f\u59cb\u5206\u8fa8\u7387\u7684\u89c6\u89c9\u8868\u793a\uff0c\u66f4\u52a0\u9002\u5408\u8bed\u8a00\u6a21\u578b\u3002<\/p>\n<\/li>\n<li>\n<p>\u52a8\u6001\u538b\u7f29\u6a21\u5757\u3002\u80fd\u591f\u4efb\u610f\u8c03\u6574\u4e0b\u91c7\u6837\u6bd4\u4f8b\uff0c\u652f\u6301 1 \u500d\u5230 16 \u500d\u538b\u7f29\u7684\u65e0\u7f1d\u5207\u6362\uff0c\u4fdd\u6301\u7cbe\u5ea6\u548c\u957f\u5ea6\u4e0a\u7684\u53d6\u820d\u3002<\/p>\n<\/li>\n<li>\n<p>\u66f4\u597d\u7684\u6570\u636e\u548c\u8bad\u7ec3\u7b56\u7565\uff0c\u80fd\u591f\u5728\u56fe\u50cf\u3001\u89c6\u9891\u548c 3D \u6570\u636e\u7406\u89e3\u4e0a\u53d6\u5f97\u4f18\u5f02\u7684\u6027\u80fd\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6211\u4eec\u63d0\u4f9b\u4e86 7B\/34B \u4e24\u79cd\u5c3a\u5ea6\u7684 Oryx \u6a21\u578b\uff0c\u5728\u89c6\u9891\u3001\u56fe\u50cf\u548c 3D \u7406\u89e3\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u5728 7B \u89c4\u6a21\u4e0b\u53d6\u5f97\u4e86\u7efc\u5408\u6700\u597d\u7684\u7ed3\u679c\uff0c34B \u6a21\u578b\u8d85\u8d8a\u4e86\u90e8\u5206 72B \u6a21\u578b\u7684\u6027\u80fd\uff0c\u5728\u90e8\u5206\u6570\u636e\u96c6\u8d85\u8fc7 GPT-4o\u3001GPT-4V \u7b49\u6a21\u578b\uff0c\u6210\u4e3a\u5f00\u6e90\u6a21\u578b\u7684\u65b0\u6807\u6746\u3002<\/p>\n<p><strong>2. \u65b9\u6cd5\u6982\u89c8<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ce3aea16e01c57935ac101799b933285.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ce3aea16e01c57935ac101799b933285.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 2\uff1aOryx \u65b9\u6cd5\u603b\u89c8\u56fe\u3002<\/sup><\/em><\/p>\n<p><strong>\u539f\u59cb\u5206\u8fa8\u7387\u8868\u793a<\/strong><\/p>\n<p>\u6b64\u524d\u5728\u56fe\u50cf\u7406\u89e3\u4e0a\u7684\u5de5\u4f5c\u8bc1\u660e\uff0c\u4fdd\u6301\u89c6\u89c9\u5185\u5bb9\u7684\u539f\u59cb\u5f62\u5f0f\u5177\u6709\u66f4\u9ad8\u7684\u6709\u6548\u6027\u3002\u7136\u800c\uff0c\u539f\u59cb\u5206\u8fa8\u7387\u5728 MLLM \u4e0a\u7684\u5e94\u7528\u8fd8\u672a\u5f97\u5230\u63a2\u7d22\u3002\u6211\u4eec\u8ba4\u4e3a\uff0cMLLM \u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u5e94\u7528\u539f\u59cb\u5206\u8fa8\u7387\u7684\u6700\u597d\u73af\u5883\uff1a\u89c6\u89c9\u8f93\u5165\u7684\u6765\u6e90\u66f4\u52a0\u591a\u6837\uff0c\u5177\u6709\u4e0d\u540c\u7684\u9700\u6c42\u548c\u683c\u5f0f\uff1b\u8bed\u8a00 token \u957f\u5ea6\u672c\u8d28\u662f\u52a8\u6001\u7684\uff0c\u56e0\u6b64\u89c6\u89c9\u7684\u52a8\u6001\u8868\u793a\u53ef\u4ee5\u65e0\u7f1d\u4e0e\u540e\u7eed\u9636\u6bb5\u5bf9\u63a5\u3002<\/p>\n<p>\u73b0\u6709\u7684\u89e3\u51b3\u65b9\u6848\u8bc1\u660e\uff0c\u4f20\u7edf\u7684\u89c6\u89c9\u7f16\u7801\u5668\u65e0\u6cd5\u5904\u7406\u539f\u59cb\u5206\u8fa8\u7387\u8f93\u5165\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u57fa\u4e8e SigLIP \u6a21\u578b\u63d0\u51fa OryxViT \u89c6\u89c9\u7f16\u7801\u5668\u3002OryxViT \u901a\u8fc7\u5c06\u4f4d\u7f6e\u5d4c\u5165\u77e9\u9635\u8fdb\u884c\u7f29\u653e\u63d2\u503c\u9002\u5e94\u8f93\u5165\u5185\u5bb9\u3002\u6211\u4eec\u901a\u8fc7\u8f7b\u91cf\u7ea7\u7684\u8bed\u8a00\u6a21\u578b\u4f5c\u4e3a\u63a5\u53e3\uff0c\u8bad\u7ec3\u89c6\u89c9\u7f16\u7801\u5668\u7684\u53c2\u6570\uff0c\u4ece\u591a\u4e2a\u591a\u6a21\u6001\u4efb\u52a1\u4e0b\u83b7\u53d6\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u5f97\u5230 OryxViT \u6a21\u578b\u3002<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u6279\u5904\u7406\u8fc7\u7a0b\u4e2d\u52a8\u6001\u7684\u5e8f\u5217\u957f\u5ea6\u95ee\u9898\uff0c\u6211\u4eec\u5728\u901a\u9053\u7ef4\u5ea6\u4e0a\u5bf9\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217\u8fdb\u884c\u62fc\u63a5\uff0c\u901a\u8fc7\u53ef\u53d8\u957f\u81ea\u6ce8\u610f\u529b\u64cd\u4f5c\uff0c\u72ec\u7acb\u8ba1\u7b97\u6bcf\u4e2a\u89c6\u89c9\u8f93\u5165\u7684\u6ce8\u610f\u529b\u77e9\u9635\uff0c\u56e0\u6b64 OryxViT \u53ef\u4ee5\u9ad8\u6548\u5904\u7406\u4e0d\u540c\u7eb5\u6a2a\u6bd4\u7684\u89c6\u89c9\u4fe1\u53f7\uff0c\u5e76\u4fdd\u6301\u4e0e\u56fa\u5b9a\u5206\u8fa8\u7387\u7f16\u7801\u5668\u76f8\u540c\u7684\u63a8\u7406\u901f\u5ea6\u3002<\/p>\n<p><strong>\u52a8\u6001\u538b\u7f29\u6a21\u5757<\/strong><\/p>\n<p>\u5728\u5904\u7406\u4e0d\u540c\u957f\u5ea6\u7684\u89c6\u89c9\u8f93\u5165\u65f6\uff0c\u5bf9\u6240\u6709\u8f93\u5165\u4e00\u89c6\u540c\u4ec1\u4f1a\u964d\u4f4e\u603b\u4f53\u8ba1\u7b97\u6548\u7387\u3002\u6211\u4eec\u901a\u8fc7\u52a8\u6001\u538b\u7f29\u6a21\u5757\u5b9e\u73b0\u66f4\u9ad8\u6bd4\u4f8b\u7684\u538b\u7f29\uff0c\u5e76\u5c06\u4e0d\u540c\u538b\u7f29\u6bd4\u7684\u89c6\u89c9\u5185\u5bb9\u7edf\u4e00\u6210\u4e00\u81f4\u7684\u6a21\u5f0f\uff0c\u4ece\u800c\u80fd\u591f\u6309\u9700\u63a7\u5236\u89c6\u89c9\u5e8f\u5217\u7684\u957f\u5ea6\u3002\u6211\u4eec\u5bf9\u56fe\u50cf\u3001\u89c6\u9891\u548c\u957f\u89c6\u9891\u5e94\u7528\u4e0d\u540c\u538b\u7f29\u6bd4\u7684\u4e0b\u91c7\u6837\u5c42\uff0c\u5e76\u8bbe\u7f6e\u4e0b\u91c7\u6837\u500d\u7387\u4e3a 1 \u500d\u30014 \u500d\u300116 \u500d\uff0c\u4ece\u800c\u5b9e\u73b0\u53ef\u53d8\u548c\u6781\u9ad8\u7684\u538b\u7f29\u6bd4\u3002<\/p>\n<p>\u4e3a\u4e86\u51cf\u8f7b\u4e0b\u91c7\u6837\u7684\u5f71\u54cd\uff0c\u6211\u4eec\u91c7\u7528\u533a\u57df\u6ce8\u610f\u529b\u64cd\u4f5c\u5bf9\u9ad8\u5206\u8fa8\u7387\u3001\u4f4e\u5206\u8fa8\u7387\u7279\u5f81\u56fe\u8fdb\u884c\u4ea4\u4e92\u3002\u4f4e\u5206\u8fa8\u7387\u7684\u56fe\u50cf\u5757\u4f5c\u4e3a\u67e5\u8be2\u5411\u91cf\uff0c\u901a\u8fc7\u4ea4\u53c9\u6ce8\u610f\u529b\u64cd\u4f5c\u4e0e\u9ad8\u5206\u8fa8\u7387\u90bb\u8fd1\u5c0f\u5757\u8fdb\u884c\u4ea4\u4e92<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43c60fd89fbb5bd19056affa44900d5d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43c60fd89fbb5bd19056affa44900d5d.png\"><\/a><\/p>\n<p>\u5176\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u6295\u5f71\u5c42\u5c06 Q\u3001K \u5411\u91cf\u6295\u5f71\u5230\u66f4\u4f4e\u7684\u7ef4\u5ea6\uff0c\u5e76\u7701\u7565\u4e86 V \u5411\u91cf\u548c\u8f93\u51fa\u5c42\u7684\u6295\u5f71\u4ee5\u4fdd\u6301\u539f\u59cb\u89c6\u89c9\u7279\u5f81\u3002\u6211\u4eec\u901a\u8fc7\u5171\u4eab\u7684 MLP \u5904\u7406\u4e0d\u540c\u538b\u7f29\u6bd4\u7684\u89c6\u89c9\u8f93\u5165\uff0c\u4ee5\u4fdd\u6301\u4e0d\u540c\u89c6\u89c9\u8f93\u5165\u7684\u4e00\u81f4\u6027\u3002\u6700\u7ec8\u7684\u89c6\u89c9\u8868\u793a\u88ab\u5c55\u5e73\u540e\u8f93\u5165\u5230\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u4e0a\u4e0b\u6587\u9884\u6d4b\u3002<\/p>\n<p><strong>\u5168\u80fd\u6a21\u578b\uff1a\u56fe\u50cf\u3001\u89c6\u9891\u3001\u4e09\u7ef4\u7406\u89e3<\/strong><\/p>\n<p>\u6211\u4eec\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86\u6b64\u524d\u591a\u4efb\u52a1 MLLM \u7684\u80fd\u529b\uff0c\u5904\u7406\u66f4\u591a\u6837\u5316\u7684\u60c5\u5883\u3001\u4e0d\u540c\u957f\u5ea6\u7684\u5185\u5bb9\u548c\u66f4\u5e7f\u6cdb\u7684\u4efb\u52a1\u3002<\/p>\n<p><strong>\u89c6\u9891\u5927\u6d77\u635e\u9488\u8bad\u7ec3\u3002<\/strong>\u6211\u4eec\u8ba4\u4e3a\uff0c\u5904\u7406\u957f\u89c6\u9891\u7684\u5173\u952e\u5728\u4e8e\u4ece\u5e7f\u6cdb\u7684\u4e0a\u4e0b\u6587\u4e2d\u627e\u5230\u7279\u5b9a\u4fe1\u606f\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u4ece MovieNet \u6570\u636e\u96c6\u4e2d\u83b7\u53d6\u89c6\u9891\u6837\u672c\uff0c\u5e76\u901a\u8fc7\u5355\u5e27\u6807\u9898\u751f\u6210\u548c\u4e24\u5e27\u5dee\u5f02\u8bc6\u522b\u4e24\u4e2a\u4efb\u52a1\u5bf9\u6a21\u578b\u8fdb\u884c\u5f3a\u5316\u8bad\u7ec3\u3002<\/p>\n<p><strong>\u901a\u8fc7\u7c97\u7565\u7a7a\u95f4\u5173\u7cfb\u5b66\u4e60 3D \u77e5\u8bc6\u3002<\/strong>3D \u73af\u5883\u76f8\u5173\u7684\u591a\u89c6\u56fe\u56fe\u50cf\u7f3a\u4e4f\u65f6\u95f4\u6216\u8f68\u8ff9\u7ebf\u7d22\uff0c\u56e0\u6b64\u4ee5\u5f80\u7684\u65b9\u6cd5\u5728 3D \u4efb\u52a1\u4e2d\u96be\u4ee5\u5b9e\u73b0\u6b63\u786e\u7684\u7a7a\u95f4\u7406\u89e3\u3002\u6211\u4eec\u901a\u8fc7\u7c97\u7565\u7a7a\u95f4\u5173\u7cfb\u5bf9\u5e94\u7684\u65b9\u6cd5\uff0c\u4f7f\u5f97\u6a21\u578b\u5728\u591a\u89c6\u89d2\u4e2d\u80fd\u591f\u8ddf\u968f\u548c\u6355\u6349\u7a7a\u95f4\u5173\u8054\u3002<\/p>\n<p><strong>\u8bad\u7ec3\u7b56\u7565\u3001\u6570\u636e\u7ec4\u6210<\/strong><\/p>\n<p>Oryx \u7684\u8bad\u7ec3\u7b56\u7565\u8f7b\u91cf\u4e14\u76f4\u63a5\u3002\u6a21\u578b\u521d\u59cb\u5316\u5305\u62ec\u89c6\u89c9\u7f16\u7801\u5668 OryxViT \u548c\u5927\u8bed\u8a00\u6a21\u578b\u3002\u7b2c\u4e00\u9636\u6bb5\u8bad\u7ec3\u4ec5\u6d89\u53ca\u56fe\u50cf\u6570\u636e\uff0c\u9996\u5148\u5728 LLaVA-1.5-558k \u56fe\u6587\u5bf9\u4e2d\u8fdb\u884c\u7b80\u5355\u7684\u5bf9\u9f50\u9884\u8bad\u7ec3\uff0c\u8bad\u7ec3\u52a8\u6001\u538b\u7f29\u6a21\u5757\u3002\u6b64\u540e\u5728 4M \u9ad8\u8d28\u91cf\u56fe\u6587\u5bf9\u4e2d\u8fdb\u884c\u6709\u76d1\u7763\u5fae\u8c03\uff0c\u8fd9\u4e9b\u6570\u636e\u4ece\u5404\u79cd\u5f00\u6e90\u5b66\u672f\u6570\u636e\u96c6\u4e2d\u83b7\u53d6\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u6ca1\u6709\u8fdb\u884c\u5927\u89c4\u6a21\u7684\u9884\u8bad\u7ec3\uff0c\u4e5f\u6ca1\u6709\u4f7f\u7528\u79c1\u6709\u7684\u6709\u76d1\u7763\u5fae\u8c03\u6570\u636e\u4ee5\u83b7\u53d6\u66f4\u597d\u7684\u6027\u80fd\uff0c\u6211\u4eec\u7684\u4e3b\u8981\u76ee\u6807\u662f\u9a8c\u8bc1\u67b6\u6784\u7684\u6709\u6548\u6027\u3002<\/p>\n<p>\u5728\u7b2c\u4e8c\u9636\u6bb5\uff0c\u6211\u4eec\u901a\u8fc7\u56fe\u50cf\u3001\u89c6\u9891\u548c 3D \u7406\u89e3\u7684\u591a\u79cd\u89c6\u89c9\u8f93\u5165\u8054\u5408\u8bad\u7ec3 Oryx \u6a21\u578b\uff0c\u5fae\u8c03\u7b56\u7565\u4e0e\u7b2c\u4e00\u9636\u6bb5\u7c7b\u4f3c\u3002\u6211\u4eec\u4ece\u7b2c\u4e00\u9636\u6bb5\u4e2d\u62bd\u6837 600k \u56fe\u50cf\u6570\u636e\uff0c\u5e76\u4ece\u5f00\u6e90\u89c6\u9891\u6570\u636e\u96c6\u4e2d\u9009\u53d6\u591a\u4e2a\u89c6\u9891\u6570\u636e\u96c6\u8fdb\u884c\u6df7\u5408\u3002\u6b64\u5916\uff0c\u6211\u4eec\u5305\u542b\u4e86\u6240\u63d0\u51fa\u7684\u89c6\u9891\u5927\u6d77\u635e\u9488\u6837\u672c\u3001\u5177\u6709\u7c97\u7565\u7a7a\u95f4\u5173\u7cfb\u7684 3D \u6837\u672c\u3002\u8fd9\u90e8\u5206\u5f15\u5165\u7684\u89c6\u9891\u548c\u591a\u89c6\u89d2\u6570\u636e\u5171 650k\u3002<\/p>\n<p>\u6211\u4eec\u7684\u8bad\u7ec3\u6570\u636e\u5747\u6765\u6e90\u4e8e\u5f00\u6e90\u6570\u636e\u96c6\uff0c\u56e0\u6b64\u786e\u4fdd\u4e86 Oryx \u7684\u53ef\u590d\u73b0\u6027\uff0c\u5e76\u63d0\u4f9b\u4e86\u8f83\u5927\u7684\u8fdb\u4e00\u6b65\u6539\u8fdb\u7a7a\u95f4\u3002<\/p>\n<p><strong>3. \u5b9e\u9a8c\u7ed3\u679c<\/strong><\/p>\n<p><strong>\u901a\u7528\u89c6\u9891\u7406\u89e3<\/strong><\/p>\n<p>\u6211\u4eec\u9009\u53d6 4 \u4e2a\u9009\u62e9\u9898\u8bc4\u6d4b\u6807\u51c6\u548c 3 \u4e2a\u56de\u7b54\u751f\u6210\u8bc4\u6d4b\u6807\u51c6\u8fdb\u884c\u901a\u7528\u89c6\u9891\u7406\u89e3\u80fd\u529b\u7684\u6d4b\u8bd5\u3002Oryx \u5728\u4e0d\u540c\u5c3a\u5ea6\u7684\u6a21\u578b\u4e0b\u5747\u53d6\u5f97\u4e86\u6709\u7ade\u4e89\u529b\u7684\u8868\u73b0\u3002\u5728\u5e26\u5b57\u5e55\u7684 VideoMME \u6570\u636e\u96c6\u4e2d\uff0cOryx \u53d6\u5f97 62.6% \u548c 67.4% \u7684\u5e73\u5747\u51c6\u786e\u7387\u3002\u5728 NextQA \u548c Perception Test \u6570\u636e\u96c6\u5206\u522b\u8d85\u8d8a\u6b64\u524d\u7684 SOTA \u7ed3\u679c 3.3% \u548c 5.4%\u3002\u5728 GPT \u8bc4\u6d4b\u7684\u6807\u51c6\u4e0b\uff0cOryx \u8868\u73b0\u51fa\u8272\uff0c\u53d6\u5f97\u4e86 1.49\u30013.53 \u548c 3.76 \u7684\u5e73\u5747\u5f97\u5206\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-85dee686c4df5ec01dfeda90f339dd71.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-85dee686c4df5ec01dfeda90f339dd71.png\"><\/a><\/p>\n<p><strong>\u957f\u89c6\u9891\u7406\u89e3<\/strong><\/p>\n<p>\u4e3a\u4e86\u4e13\u95e8\u6d4b\u8bd5\u5728\u957f\u89c6\u9891\u8f93\u5165\u4e0b\u7684\u80fd\u529b\uff0c\u6211\u4eec\u9009\u53d6\u4e86 3 \u4e2a\u4e3b\u6d41\u4e14\u5177\u4ee3\u8868\u6027\u7684\u957f\u89c6\u9891\u7406\u89e3\u57fa\u51c6\uff0c\u5305\u62ec MLVU\u3001LongVideoBench \u548c VideoMME \u957f\u89c6\u9891\u5b50\u96c6\u3002Oryx \u5728\u7406\u89e3\u957f\u89c6\u9891\u5185\u5bb9\u8868\u73b0\u51fa\u663e\u8457\u7684\u80fd\u529b\uff0c\u8d85\u8d8a\u4e86\u6240\u6709\u73b0\u6709\u7684 7B \u6a21\u578b\u7cfb\u5217\uff0c34B \u6a21\u578b\u5728 MLVU \u548c LongVideoBench \u4e0a\u76f8\u6bd4\u4e4b\u524d\u6700\u5148\u8fdb\u7684 72B \u6a21\u578b\u63d0\u5347\u4e86 4.4% \u548c 0.9% \u5e73\u5747\u51c6\u786e\u7387\u3002\u5728 MLVU \u6d4b\u8bd5\u96c6\u4e0b\uff0cOryx-34B \u76f8\u6bd4 GPT-4o \u9ad8\u51fa 6.2%\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-3e378c9c3834ba57c56c7152c51261ac.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-3e378c9c3834ba57c56c7152c51261ac.png\"><\/a><\/p>\n<p><strong>\u89c6\u9891\u5927\u6d77\u635e\u9488<\/strong><\/p>\n<p>\u4e3a\u4e86\u6d4b\u8bd5\u6a21\u578b\u7684\u957f\u89c6\u9891\u68c0\u7d22\u80fd\u529b\uff0c\u6211\u4eec\u8fdb\u884c\u4e86\u89c6\u9891\u5927\u6d77\u635e\u9488\u5b9e\u9a8c\u3002\u57fa\u7ebf\u6a21\u578b\u663e\u793a\u51fa\u4e25\u91cd\u7684\u4fe1\u606f\u4e22\u5931\uff0c\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u5728 1.6k \u5e27\u8f93\u5165\u7684\u60c5\u51b5\u4e0b\u4ecd\u7136\u80fd\u591f\u51c6\u786e\u56de\u7b54\u95ee\u9898\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-44b39a0f2c12e3f47cf0cfea1c951f8d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-44b39a0f2c12e3f47cf0cfea1c951f8d.png\"><\/a><\/p>\n<p><strong>\u56fe\u50cf\u7406\u89e3<\/strong><\/p>\n<p>Oryx \u6a21\u578b\u5728\u591a\u79cd\u6709\u4ee3\u8868\u6027\u7684\u56fe\u50cf\u8bc4\u6d4b\u57fa\u51c6\u4e0b\u4fdd\u6301\u4e86\u5f00\u6e90\u6a21\u578b\u4e2d\u7b2c\u4e00\u68af\u961f\u7684\u6c34\u5e73\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-78f368a21fe0d4891ed8648fc7caae34.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-78f368a21fe0d4891ed8648fc7caae34.png\"><\/a><\/p>\n<p><strong>\u4e09\u7ef4\u7a7a\u95f4\u7406\u89e3<\/strong><\/p>\n<p>Oryx \u5728\u6027\u80fd\u4e0a\u8d85\u8d8a\u6b64\u524d\u4e3a 3D \u7406\u89e3\u8bbe\u8ba1\u7684\u4e13\u6709\u6a21\u578b\uff0c\u4e5f\u8d85\u8fc7\u6700\u8fd1\u66f4\u65b0\u7684\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684 3D \u6a21\u578b\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9d6b7fcb790b7d10cb331edaab37af65.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9d6b7fcb790b7d10cb331edaab37af65.png\"><\/a><\/p>\n<p><strong>\u5206\u6790\u5b9e\u9a8c<\/strong><\/p>\n<p>\u5206\u8fa8\u7387\u548c\u7f29\u653e\u7b56\u7565\u7684\u5f71\u54cd\u3002\u539f\u59cb\u5206\u8fa8\u7387\u8f93\u5165\u660e\u663e\u597d\u4e8e\u56fa\u5b9a\u5c3a\u5bf8\uff08\u4fdd\u6301\u957f\u5bbd\u6bd4\u4e0d\u53d8\uff09\u56fe\u50cf\u8f93\u5165\uff0c\u5c24\u5176\u5728\u7279\u5b9a\u4efb\u52a1\u4e0b\u7684\u6570\u636e\u96c6\u3002\u5728\u4e0d\u540c\u89c6\u89c9\u8f93\u5165\u5206\u8fa8\u7387\u4e0b\uff0cMMBench \u548c OCRBench \u6027\u80fd\u5747\u6709\u63d0\u5347\uff0c\u4f46\u539f\u59cb\u5206\u8fa8\u7387\u662f\u76f8\u8f83\u800c\u8a00\u66f4\u7b80\u5355\u4e14\u6709\u6548\u7684\u7b56\u7565\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f899eb297d76e6147fa70efc204e47f2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f899eb297d76e6147fa70efc204e47f2.png\"><\/a><\/p>\n<p>Oryx \u7ed3\u6784\u7684\u6d88\u878d\u5b9e\u9a8c\u3002\u5728\u89c6\u89c9\u7f16\u7801\u5668\u7ef4\u5ea6\uff0cOryxViT \u76f8\u6bd4 SigLIP \u5177\u6709\u66f4\u4f18\u5f02\u7684\u56fe\u50cf &#8211; \u8bed\u8a00\u5bf9\u9f50\u6027\u80fd\u3002\u901a\u8fc7\u5bf9\u539f\u59cb\u5206\u8fa8\u7387\u548c\u52a8\u6001\u5207\u5206\u65b9\u6cd5\u7684\u516c\u5e73\u6bd4\u8f83\uff0c\u6b64\u524d\u7684\u89c6\u89c9\u7f16\u7801\u5668\u65e0\u6cd5\u5904\u7406\u539f\u59cb\u5206\u8fa8\u7387\u8f93\u5165\uff0c\u800c\u57fa\u4e8e OryxViT\uff0c\u539f\u59cb\u5206\u8fa8\u7387\u65b9\u6cd5\u660e\u663e\u4f18\u4e8e\u52a8\u6001\u5207\u5206\u65b9\u6cd5\u3002\u5728\u6211\u4eec\u7684\u8bad\u7ec3\u548c\u6d4b\u8bd5\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u59cb\u7ec8\u4fdd\u6301\u539f\u59cb\u5206\u8fa8\u7387\u8f93\u5165\u3002<\/p>\n<p>\u5bf9\u4e8e\u8fde\u63a5\u6a21\u5757\uff0c\u52a8\u6001\u538b\u7f29\u6a21\u5757\u5728\u89c6\u9891\u6d4b\u8bd5\u96c6\u4e2d\u8868\u73b0\u51fa\u66f4\u4f18\u8d8a\u7684\u6027\u80fd\uff0c\u4e14\u5e73\u5747\u6c60\u5316\u5177\u6709\u66f4\u597d\u7684\u7ed3\u679c\uff0c\u8fd9\u53ef\u80fd\u662f\u7531\u4e8e\u65e0\u53c2\u6570\u964d\u91c7\u6837\u80fd\u591f\u66f4\u597d\u5730\u4fdd\u7559\u89c6\u89c9\u7279\u5f81\u5206\u5e03\uff0c\u5e76\u51cf\u8f7b\u8bad\u7ec3\u7684\u4f18\u5316\u538b\u529b\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-e5d9b38e3545cde608d38e58b91f59a6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-e5d9b38e3545cde608d38e58b91f59a6.png\"><\/a><\/p>\n<p><strong>4. \u6848\u4f8b\u5206\u6790<\/strong><\/p>\n<p>\u89c6\u9891\u63cf\u8ff0\u548c\u603b\u7ed3\u4efb\u52a1<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-0b94ad4d9ccd6d5f60ea582827d46480.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-0b94ad4d9ccd6d5f60ea582827d46480.png\"><\/a><\/p>\n<p>\u57fa\u4e8e\u89c6\u9891\u5185\u5bb9\u7684\u63a8\u7406\u548c\u5b66\u4e60<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bfb7a9a435df01e91b7b6e539f32cc31.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bfb7a9a435df01e91b7b6e539f32cc31.png\"><\/a><\/p>\n<p><strong>5. \u603b\u7ed3<\/strong><\/p>\n<p>\u6211\u4eec\u63d0\u51fa\u4e86 Oryx \u7cfb\u5217\uff0c\u4e00\u79cd\u80fd\u591f\u6309\u9700\u5904\u7406\u4e0d\u540c\u4efb\u52a1\u3001\u65f6\u95f4\u957f\u5ea6\u3001\u89c6\u89c9\u5206\u8fa8\u7387\u8f93\u5165\u7684\u65b0\u67b6\u6784\u3002Oryx \u5728\u65f6\u7a7a\u7406\u89e3\u4e0a\u6709\u7a81\u51fa\u8868\u73b0\uff0c\u5229\u7528 OryxViT \u521b\u65b0\u5730\u5904\u7406\u539f\u59cb\u5206\u8fa8\u7387\uff0c\u91c7\u7528\u52a8\u6001\u538b\u7f29\u6a21\u5757\u8fdb\u884c\u9ad8\u6548\u7684\u6570\u636e\u538b\u7f29\uff0c\u5e76\u5e94\u7528\u4e86\u66f4\u597d\u7684\u8bad\u7ec3\u7b56\u7565\u3002Oryx \u5728\u5404\u79cd\u4e3b\u6d41\u56fe\u50cf\u3001\u89c6\u9891\u548c 3D \u6d4b\u8bd5\u57fa\u51c6\u4e2d\u5747\u8868\u73b0\u51fa\u8272\u3002\u6211\u4eec\u5e0c\u671b\u672c\u5de5\u4f5c\u80fd\u591f\u4e3a\u591a\u6a21\u6001\u5b66\u4e60\u63d0\u4f9b\u4e00\u4e2a\u65b0\u89c6\u89d2\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-28\" target=\"_blank\">\u957f\u77ed\u5927\u5c0f\u6837\u6837\u7cbe\u901a\uff01\u539f\u59cb\u5206\u8fa8\u7387\u3001\u8d85\u957f\u89c6\u9891\u8f93\u5165\uff1a\u66f4\u7075\u6d3b\u7684\u5168\u5f00\u6e90\u591a\u6a21\u6001\u67b6\u6784Oryx<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u957f\u77ed\u5927\u5c0f\u6837\u6837\u7cbe\u901a\uff01\u539f\u59cb [&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 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-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":"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":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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