{"id":35072,"date":"2025-11-25T17:35:03","date_gmt":"2025-11-25T09:35:03","guid":{"rendered":"http:\/\/192.168.10.115\/?p=35072"},"modified":"2025-11-25T17:35:03","modified_gmt":"2025-11-25T09:35:03","slug":"2025-11-25-vla%e8%83%bd%e8%a7%a3%e5%86%b3%e8%87%aa%e5%8a%a8%e9%a9%be%e9%a9%b6%e4%b8%ad%e7%9a%84%e5%93%aa%e4%ba%9b%e9%97%ae%e9%a2%98%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2025\/11\/25\/35072\/","title":{"rendered":"2025-11-25 VLA\u80fd\u89e3\u51b3\u81ea\u52a8\u9a7e\u9a76\u4e2d\u7684\u54ea\u4e9b\u95ee\u9898\uff1f"},"content":{"rendered":"\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/www.163.com\/dy\/article\/KF6VFKNK0547KOTE.html?spss=dy_author\">https:\/\/www.163.com\/dy\/article\/KF6VFKNK0547KOTE.html?spss=dy_author<\/a><\/p>\n\n\n\n<p id=\"446805FM\">\u5f88\u591a\u4ece\u4e8b\u81ea\u52a8\u9a7e\u9a76\u7684\u5c0f\u4f19\u4f34\u5e94\u8be5\u5bf9VLA\u8fd9\u4e2a\u6982\u5ff5\u5df2\u7ecf\u975e\u5e38\u719f\u6089\u4e86\u3002VLA\u5373\u201cVisual-Language-Action\u201d\uff08\u89c6\u89c9\u2014\u8bed\u8a00\u2014\u52a8\u4f5c\uff09\u6a21\u578b\uff0c\u5b83\u7684\u6838\u5fc3\u662f\u5c06\u89c6\u89c9\u4fe1\u606f\u3001\u8bed\u8a00\u8868\u8fbe\u548c\u52a8\u4f5c\u63a7\u5236\u8fd9\u4e09\u8005\u6574\u5408\u5230\u4e00\u4e2a\u7edf\u4e00\u7684\u6a21\u578b\u6846\u67b6\u4e2d\u3002<\/p>\n\n\n\n<p id=\"446805FN\">\u4e0e\u4f20\u7edf\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u5c06\u611f\u77e5\u3001\u9884\u6d4b\u3001\u89c4\u5212\u3001\u63a7\u5236\u62c6\u89e3\u4e3a\u591a\u4e2a\u72ec\u7acb\u6a21\u5757\u7684\u505a\u6cd5\u4e0d\u540c\uff0cVLA\u53ef\u4ee5\u7f29\u77ed\u201c\u770b\u89c1\u4ec0\u4e48\u201d\u548c\u201c\u5982\u4f55\u884c\u52a8\u201d\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff0c\u6784\u5efa\u4e00\u4e2a\u80fd\u76f4\u63a5\u5c06\u89c6\u89c9\u8f93\u5165\u548c\u8bed\u8a00\u63cf\u8ff0\u6620\u5c04\u5230\u5177\u4f53\u52a8\u4f5c\u6216\u7b56\u7565\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<p id=\"446805FO\">\u8fd9\u7c7b\u6a21\u578b\u901a\u5e38\u5305\u542b\u89c6\u89c9\u7f16\u7801\u5668\uff08\u5904\u7406\u56fe\u50cf\u6216\u70b9\u4e91\uff09\u3001\u8bed\u8a00\u7f16\u7801\u5668\uff08\u7406\u89e3\u6587\u672c\u6216\u6307\u4ee4\uff09\u4ee5\u53ca\u4e00\u4e2a\u8d1f\u8d23\u8f93\u51fa\u63a7\u5236\u91cf\uff08\u5982\u8f68\u8ff9\u3001\u8f6c\u5411\u6307\u4ee4\uff09\u7684\u52a8\u4f5c\u7b56\u7565\u7f51\u7edc\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F1125%2Ffc6ec9c2j00t69bp0001fd000hs00f2g.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"446805FQ\">\u56fe\u7247\u6e90\u81ea\uff1a\u7f51\u7edc<\/p>\n\n\n\n<p id=\"446805FR\">\u5728\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u4e2d\u5f15\u5165\u8bed\u8a00\uff0c\u5176\u76ee\u7684\u5e76\u4e0d\u662f\u8ba9\u8f66\u8f86\u4e0e\u4eba\u5bf9\u8bdd\uff0c\u800c\u662f\u501f\u52a9\u201c\u4eba\u7c7b\u53ef\u7406\u89e3\u7684\u8bed\u4e49\u201d\u6765\u89c4\u8303\u548c\u5f15\u5bfc\u6a21\u578b\u7684\u5b66\u4e60\u8fc7\u7a0b\u3002\u5229\u7528\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\u6240\u5177\u5907\u7684\u6982\u5ff5\u62bd\u8c61\u4e0e\u5e38\u8bc6\u63a8\u7406\u80fd\u529b\uff0cVLA\u80fd\u591f\u63d0\u5347\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u5728\u9762\u5bf9\u590d\u6742\u3001\u6a21\u7cca\u6216\u7f55\u89c1\u573a\u666f\u65f6\u7684\u7406\u89e3\u4e0e\u6cdb\u5316\u6c34\u5e73\u3002VLA\u7684\u7a81\u7834\u4e0d\u5728\u4e8e\u5355\u4e00\u7684\u89c6\u89c9\u63d0\u5347\uff0c\u800c\u662f\u4ee5\u4e00\u79cd\u66f4\u63a5\u8fd1\u4eba\u7c7b\u8ba4\u77e5\u7684\u65b9\u5f0f\uff0c\u5c06\u201c\u73af\u5883\u611f\u77e5\u201d\u4e0e\u201c\u884c\u4e3a\u51b3\u7b56\u201d\u7d27\u5bc6\u5730\u8054\u7cfb\u4e86\u8d77\u6765\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2025\/1125\/318d587ag00t69bp00004d000tu002fg.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"446805FU\"><strong>VLA\u80fd\u89e3\u51b3\u81ea\u52a8\u9a7e\u9a76\u4e2d\u7684\u54ea\u4e9b\u5177\u4f53\u95ee\u9898\uff1f<\/strong><\/p>\n\n\n\n<p id=\"446805FV\">\u4f20\u7edf\u611f\u77e5\u6a21\u5757\u53ea\u80fd\u8f93\u51fa\u5982\u201c\u8f66\u8f86\u201d\u3001\u201c\u884c\u4eba\u201d\u7b49\u7269\u4f53\u7c7b\u522b\u6807\u7b7e\uff0c\u7f3a\u4e4f\u66f4\u9ad8\u5c42\u7684\u8bed\u4e49\u4fe1\u606f\u3002\u5bf9\u4e8e\u50cf\u662f\u884c\u4eba\u4e3a\u4f55\u505c\u5728\u8def\u8fb9\uff1f\u4ed6\u662f\u5426\u6709\u6a2a\u7a7f\u9a6c\u8def\u7684\u610f\u56fe\uff1f\u4e00\u5757\u5199\u7740\u201c\u524d\u65b9\u65bd\u5de5\uff0c\u51cf\u901f\u7ed5\u884c\u201d\u7684\u4e34\u65f6\u6807\u724c\u4ee3\u8868\u7740\u4ec0\u4e48\u7b49\u6df1\u5c42\u6307\u4ee4\u5f88\u96be\u88ab\u4f20\u7edf\u68c0\u6d4b\u6a21\u578b\u5b8c\u5168\u7406\u89e3\u3002<\/p>\n\n\n\n<p id=\"446805G0\">VLA\u80fd\u591f\u5c06\u89c6\u89c9\u8bc1\u636e\u4e0e\u8bed\u8a00\u63cf\u8ff0\u5173\u8054\u8d77\u6765\uff0c\u5982\u5c06\u4e00\u6bb5\u89c6\u9891\u5e27\u4e0e\u201c\u884c\u4eba\u6b63\u770b\u5411\u8def\u4e2d\uff0c\u53ef\u80fd\u51c6\u5907\u8fc7\u9a6c\u8def\u201d\u8fd9\u6837\u7684\u8bed\u53e5\u7ed1\u5b9a\uff0c\u4ece\u800c\u5c06\u5355\u7eaf\u7684\u7269\u4f53\u68c0\u6d4b\u5347\u7ea7\u4e3a\u5305\u542b\u573a\u666f\u7406\u89e3\u7684\u610f\u56fe\u63a8\u65ad\u3002\u8fd9\u79cd\u80fd\u529b\u5728\u5904\u7406\u5b66\u6821\u533a\u57df\u3001\u65bd\u5de5\u8def\u6bb5\u6216\u7a81\u53d1\u4ea4\u901a\u7ba1\u5236\u7b49\u590d\u6742\u4ea4\u4e92\u573a\u666f\u65f6\u5c24\u4e3a\u91cd\u8981\u3002<\/p>\n\n\n\n<p id=\"446805G1\">\u771f\u5b9e\u9053\u8def\u73af\u5883\u4e2d\uff0c\u5927\u591a\u6570\u60c5\u51b5\u662f\u5e38\u89c1\u4e14\u53ef\u9884\u6d4b\u7684\uff0c\u5bf9\u4e8e\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u6765\u8bf4\uff0c\u771f\u6b63\u7684\u6311\u6218\u6765\u81ea\u4e8e\u90a3\u4e9b\u5982\u6446\u653e\u5947\u7279\u7684\u969c\u788d\u7269\u3001\u4e0d\u89c4\u8303\u7684\u4e34\u65f6\u6807\u5fd7\u6216\u884c\u4e3a\u53cd\u5e38\u7684\u9053\u8def\u4f7f\u7528\u8005\u7b49\u7a00\u5c11\u3001\u602a\u5f02\u7684\u957f\u5c3e\u573a\u666f\u3002<\/p>\n\n\n\n<p id=\"446805G2\">\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u4ece\u6d77\u91cf\u6587\u672c\u4e2d\u5b66\u5230\u7684\u62bd\u8c61\u6982\u5ff5\u548c\u5e38\u8bc6\uff0c\u901a\u8fc7VLA\u7684\u8de8\u6a21\u6001\u8bad\u7ec3\u8fc1\u79fb\u5230\u89c6\u89c9\u4e16\u754c\u4e2d\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6709\u4e9b\u573a\u666f\u53ef\u80fd\u6a21\u578b\u6839\u672c\u6ca1\u6709\u89c1\u5230\u8fc7\uff0c\u4f46\u53ea\u8981\u5b83\u5728\u6587\u672c\u4e2d\u53cd\u590d\u63a5\u89e6\u8fc7\u201c\u65bd\u5de5\u533a\u57df\u5e38\u4f34\u6709\u9525\u6876\u3001\u4e34\u65f6\u8def\u6807\u548c\u5de5\u4eba\u201d\u8fd9\u7c7b\u7684\u63cf\u8ff0\uff0c\u5c31\u80fd\u5c06\u96f6\u6563\u7684\u89c6\u89c9\u7ebf\u7d22\u7ec4\u5408\u6210\u201c\u65bd\u5de5\u573a\u666f\u201d\u7684\u9ad8\u7f6e\u4fe1\u5ea6\u5224\u65ad\uff0c\u4ece\u800c\u63d0\u524d\u91c7\u53d6\u51cf\u901f\u6216\u8c28\u614e\u901a\u884c\u7b56\u7565\u3002<\/p>\n\n\n\n<p id=\"446805G3\">\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u9700\u8981\u4e0e\u4e58\u5ba2\u3001\u8fdc\u7a0b\u64cd\u4f5c\u5458\u6216\u8def\u653f\u4eba\u5458\u4ea4\u4e92\u3002\u4f20\u7edf\u7cfb\u7edf\u5bf9\u6307\u4ee4\u683c\u5f0f\u8981\u6c42\u4e25\u683c\uff0c\u53ea\u80fd\u6267\u884c\u9884\u5b9a\u4e49\u7684\u52a8\u4f5c\u96c6\u3002VLA\u5219\u80fd\u591f\u7406\u89e3\u81ea\u7136\u7684\u8bed\u8a00\u6307\u4ee4\uff0c\u5e76\u5c06\u5176\u76f4\u63a5\u8f6c\u5316\u4e3a\u8f66\u8f86\u7684\u52a8\u4f5c\u6216\u9ad8\u5c42\u7b56\u7565\u3002<\/p>\n\n\n\n<p id=\"446805G4\">\u5982\u679c\u4e58\u5ba2\u8bf4\u201c\u6211\u60f3\u5728\u4e0b\u4e00\u4e2a\u51fa\u53e3\u4e0b\u8f66\uff0c\u5c3d\u91cf\u9760\u8fd1\u52a0\u6cb9\u7ad9\u90a3\u8fb9\u201d\uff0cVLA\u53ef\u4ee5\u89e3\u6790\u8fd9\u79cd\u6a21\u7cca\u7684\u53e3\u8bed\u5316\u6307\u4ee4\uff0c\u7ed3\u5408\u5f53\u524d\u5b9a\u4f4d\u4e0e\u5730\u56fe\u4fe1\u606f\uff0c\u505a\u51fa\u76f8\u5e94\u7684\u8f66\u9053\u9009\u62e9\u4e0e\u8def\u5f84\u89c4\u5212\u3002\u8fd9\u5bf9\u4e8e\u9700\u8981\u4eba\u673a\u534f\u540c\u51b3\u7b56\u6216\u8fdc\u7a0b\u5e72\u9884\u7684\u573a\u666f\u6765\u8bf4\u975e\u5e38\u91cd\u8981\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F1125%2F64bdf79aj00t69bp00017d000hs009yg.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"446805G6\">\u56fe\u7247\u6e90\u81ea\uff1a\u7f51\u7edc<\/p>\n\n\n\n<p id=\"446805G7\">\u60f3\u8ba9\u4f20\u7edf\u7684\u7eaf\u89c6\u89c9\u6a21\u578b\u9002\u5e94\u65b0\u573a\u666f\uff0c\u9700\u8981\u5927\u91cf\u7cbe\u51c6\u6807\u6ce8\u7684\u6570\u636e\u3002VLA\u5219\u53ef\u4ee5\u5229\u7528\u8bed\u8a00\u4f5c\u4e3a\u4e00\u79cd\u201c\u989d\u5916\u7684\u76d1\u7763\u4fe1\u53f7\u201d\uff0c\u80fd\u591f\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u5b66\u4e60\u3002\u8bed\u8a00\u63cf\u8ff0\u80fd\u63d0\u4f9b\u62bd\u8c61\u4e14\u53ef\u8fc1\u79fb\u7684\u89c4\u5219\uff0c\u5c06\u8fd9\u7c7b\u89c4\u5219\u4e0e\u6709\u9650\u7684\u89c6\u89c9\u6837\u672c\u7ed3\u5408\uff0c\u6a21\u578b\u5c31\u80fd\u4e3e\u4e00\u53cd\u4e09\uff0c\u5b66\u5230\u66f4\u5e7f\u6cdb\u7684\u884c\u4e3a\u6a21\u5f0f\u3002\u8fd9\u5bf9\u4e8e\u5c06\u7cfb\u7edf\u5feb\u901f\u90e8\u7f72\u5230\u65b0\u5730\u533a\uff0c\u6216\u5728\u4eff\u771f\u73af\u5883\u4e2d\u901a\u8fc7\u5c11\u91cf\u6807\u6ce8\u5b9e\u73b0\u80fd\u529b\u8fc1\u79fb\u5177\u6709\u91cd\u8981\u7684\u5b9e\u7528\u4ef7\u503c\u3002<\/p>\n\n\n\n<p id=\"446805G8\">\u9ed1\u76d2\u6a21\u578b\u5728\u51b3\u7b56\u51fa\u9519\u65f6\u96be\u4ee5\u8ffd\u6eaf\u539f\u56e0\uff0c\u8fd9\u65e0\u7591\u4f1a\u7ed9\u8c03\u8bd5\u548c\u76d1\u7ba1\u5e26\u6765\u5f88\u5927\u7684\u56f0\u96be\u3002VLA\u5219\u53ef\u4ee5\u63d0\u4f9b\u4e00\u5c42\u8bed\u4e49\u4e2d\u95f4\u4ef6\uff0c\u5b83\u5c06\u89c6\u89c9\u7ebf\u7d22\u8f6c\u5316\u4e3a\u8bed\u8a00\u63cf\u8ff0\uff0c\u518d\u57fa\u4e8e\u63cf\u8ff0\u9a71\u52a8\u884c\u4e3a\u3002\u5f53\u8f66\u8f86\u6267\u884c\u67d0\u4e2a\u52a8\u4f5c\u65f6\uff0c\u7cfb\u7edf\u53ef\u4ee5\u8f93\u51fa\u5982\u201c\u56e0\u68c0\u6d4b\u5230\u524d\u65b9\u672a\u5c01\u95ed\u65bd\u5de5\u533a\u57df\u4e14\u6709\u5de5\u4eba\u6d3b\u52a8\uff0c\u56e0\u6b64\u9009\u62e9\u51cf\u901f\u5e76\u53d8\u9053\u201d\u7684\u81ea\u7136\u8bed\u8a00\u89e3\u91ca\u3002\u8fd9\u6781\u5927\u589e\u5f3a\u4e86\u7cfb\u7edf\u7684\u53ef\u8ffd\u6eaf\u6027\u548c\u900f\u660e\u5ea6\uff0c\u4fbf\u4e8e\u5206\u6790\u95ee\u9898\uff0c\u4e5f\u66f4\u5bb9\u6613\u83b7\u5f97\u76d1\u7ba1\u65b9\u4e0e\u7528\u6237\u7684\u4fe1\u4efb\u3002<\/p>\n\n\n\n<p id=\"446805G9\">\u5bf9\u4e8e\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u6765\u8bf4\uff0c\u4e0d\u540c\u4f20\u611f\u5668\u5404\u6709\u4f18\u7f3a\u70b9\uff0c\u6444\u50cf\u5934\u5728\u5f3a\u5149\u6216\u591c\u95f4\u53ef\u80fd\u5931\u6548\uff0c\u6fc0\u5149\u96f7\u8fbe\u5728\u96e8\u96ea\u4e2d\u5bf9\u4f4e\u53cd\u5c04\u7269\u4f53\u611f\u77e5\u4e0d\u4f73\u3002VLA\u6240\u4f9d\u8d56\u7684\u5927\u89c4\u6a21\u8de8\u6a21\u6001\u5b66\u4e60\uff0c\u80fd\u5728\u8bed\u4e49\u5c42\u9762\u5b9e\u73b0\u4fe1\u606f\u4e92\u8865\u3002\u5f53\u89c6\u89c9\u611f\u77e5\u4e0d\u786e\u5b9a\u65f6\uff0c\u8bed\u8a00\u5148\u9a8c\u6216\u5386\u53f2\u63cf\u8ff0\uff08\u5982\u201c\u6b64\u8def\u6bb5\u65e9\u665a\u5e38\u6709\u6821\u8f66\u505c\u9760\u201d\uff09\u80fd\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u53c2\u8003\uff0c\u4ece\u800c\u4f7f\u51b3\u7b56\u7b56\u7565\u66f4\u52a0\u7a33\u5065\u3002\u8fd9\u4e2a\u529f\u80fd\u5e76\u4e0d\u662f\u53d6\u4ee3\u4f20\u611f\u5668\u7684\u7269\u7406\u5197\u4f59\uff0c\u800c\u662f\u63d0\u4f9b\u4e86\u4e00\u79cd\u6709\u4ef7\u503c\u7684\u8bed\u4e49\u5197\u4f59\u3002<\/p>\n\n\n\n<p id=\"446805GA\">\u7aef\u5230\u7aef\u5b66\u4e60\u53ef\u4ee5\u76f4\u63a5\u4ece\u50cf\u7d20\u6620\u5c04\u5230\u63a7\u5236\u6307\u4ee4\uff0c\u867d\u6709\u6cdb\u5316\u80fd\u529b\u5f3a\u7684\u4f18\u70b9\uff0c\u4f46\u5728\u5b89\u5168\u9a8c\u8bc1\u548c\u53ef\u63a7\u6027\u4e0a\u5b58\u5728\u98ce\u9669\u3002VLA\u66f4\u50cf\u662f\u4e00\u6761\u6298\u4e2d\u8def\u5f84\uff0c\u5b83\u4fdd\u7559\u4e86\u7aef\u5230\u7aef\u7684\u6cdb\u5316\u6f5c\u529b\uff0c\u540c\u65f6\u53c8\u901a\u8fc7\u8bed\u8a00\u5c42\u5f15\u5165\u4e86\u53ef\u8bfb\u6027\u4e0e\u53ef\u5e72\u9884\u6027\uff0c\u4f7f\u7cfb\u7edf\u5728\u53ef\u9a8c\u8bc1\u6027\u3001\u53c2\u6570\u8c03\u6574\u548c\u4eba\u5de5\u76d1\u7763\u65b9\u9762\u66f4\u4e3a\u53cb\u597d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2025\/1125\/25dcd6fbg00t69bp00004d000tu002fg.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"446805GD\"><strong>\u5b9e\u73b0VLA\u9700\u8981\u54ea\u4e9b\u5173\u952e\u6280\u672f\u4e0e\u8bad\u7ec3\u624b\u6bb5\uff1f<\/strong><\/p>\n\n\n\n<p id=\"446805GE\">\u60f3\u8981\u6784\u5efa\u4e00\u4e2a\u80fd\u4e0a\u8def\u8fd0\u884c\u7684VLA\u7cfb\u7edf\uff0c\u4e0d\u80fd\u53ea\u662f\u7b80\u5355\u5806\u780c\u5927\u6a21\u578b\uff0c\u800c\u662f\u9700\u8981\u7edf\u7b79\u8003\u8651\u67b6\u6784\u3001\u6570\u636e\u3001\u8bad\u7ec3\u548c\u90e8\u7f72\u3002VLA\u6a21\u578b\u67b6\u6784\u901a\u5e38\u5305\u542b\u4e09\u4e2a\u6838\u5fc3\u90e8\u5206\uff0c\u5373\u89c6\u89c9\u7f16\u7801\u5668\u3001\u8bed\u8a00\u7f16\u7801\u5668\uff08\u6216\u4e00\u4e2a\u7edf\u4e00\u7684\u8de8\u6a21\u6001\u7f16\u7801\u5668\uff09\u4ee5\u53ca\u52a8\u4f5c\u7b56\u7565\u6a21\u5757\u3002<\/p>\n\n\n\n<p id=\"446805GF\">\u89c6\u89c9\u7f16\u7801\u5668\u4ece\u56fe\u50cf\u6216\u70b9\u4e91\u4e2d\u63d0\u53d6\u7279\u5f81\uff0c\u8bed\u8a00\u7f16\u7801\u5668\u5c06\u6587\u672c\u6307\u4ee4\u8f6c\u6362\u4e3a\u8bed\u4e49\u5411\u91cf\uff0c\u4e24\u8005\u5728\u4e00\u4e2a\u5171\u4eab\u7684\u8bed\u4e49\u7a7a\u95f4\u4e2d\u8fdb\u884c\u5bf9\u9f50\u3002\u52a8\u4f5c\u7b56\u7565\u6a21\u5757\u5219\u8d1f\u8d23\u8f93\u51fa\u5177\u4f53\u7684\u63a7\u5236\u6307\u4ee4\uff08\u5982\u8f68\u8ff9\u3001\u8f6c\u5411\u89d2\uff09\u6216\u9ad8\u5c42\u51b3\u7b56\uff08\u5982\u201c\u51cf\u901f\u201d\u3001\u201c\u53d8\u9053\u201d\uff09\u3002<\/p>\n\n\n\n<p id=\"446805GG\">\u60f3\u5b9e\u73b0VLA\u6a21\u578b\uff0c\u9700\u8981\u51e0\u79cd\u6280\u672f\u534f\u540c\u914d\u5408\uff0cTransformer\u67b6\u6784\u662f\u6838\u5fc3\uff0c\u50cf\u4e00\u4f4d\u201c\u4fe1\u606f\u534f\u8c03\u5b98\u201d\uff0c\u4e13\u95e8\u5904\u7406\u89c6\u89c9\u548c\u8bed\u8a00\u7684\u878d\u5408\uff1b\u5bf9\u6bd4\u5b66\u4e60\u5219\u50cf\u4e00\u4f4d\u201c\u6559\u7ec3\u201d\uff0c\u53ef\u4ee5\u786e\u4fdd\u6a21\u578b\u80fd\u7406\u89e3\u56fe\u7247\u548c\u6587\u5b57\u63cf\u8ff0\u7684\u662f\u540c\u4e00\u56de\u4e8b\uff1b\u884c\u4e3a\u514b\u9686\u548c\u5f3a\u5316\u5b66\u4e60\u5219\u8d1f\u8d23\u201c\u8bad\u7ec3\u201d\u7b56\u7565\u7f51\u7edc\uff0c\u8ba9VLA\u5b66\u4f1a\u5982\u4f55\u505a\u51fa\u6b63\u786e\u7684\u9a7e\u9a76\u52a8\u4f5c\u3002<\/p>\n\n\n\n<p id=\"446805GH\">\u8981\u8ba9VLA\u6a21\u578b\u540c\u65f6\u638c\u63e1\u53ef\u9760\u7684\u89c6\u89c9\u8bed\u4e49\u548c\u8bed\u8a00\u5e38\u8bc6\uff0c\u8bad\u7ec3\u96c6\u5fc5\u987b\u5305\u542b\u89c6\u89c9\u6570\u636e\u3001\u5bf9\u5e94\u7684\u8bed\u8a00\u63cf\u8ff0\u4ee5\u53ca\u4e0e\u4e4b\u5339\u914d\u7684\u52a8\u4f5c\u8f68\u8ff9\u6216\u51b3\u7b56\u6807\u7b7e\uff0c\u8fd9\u7c7b\u6570\u636e\u7684\u6807\u6ce8\u6210\u672c\u6781\u9ad8\u3002\u5bf9\u6b64\uff0c\u53ef\u91c7\u7528\u6df7\u5408\u6570\u636e\u6e90\u7b56\u7565\uff0c\u4e5f\u5c31\u662f\u4ee5\u7cbe\u51c6\u6807\u6ce8\u7684\u771f\u5b9e\u8def\u91c7\u6570\u636e\u4e3a\u6838\u5fc3\uff0c\u7528\u4eff\u771f\u6280\u672f\u751f\u6210\u5927\u91cf\u591a\u6837\u573a\u666f\uff0c\u5e76\u8f85\u4ee5\u4e92\u8054\u7f51\u4e0a\u4e30\u5bcc\u7684\u56fe\u6587\u8d44\u6599\u4f5c\u4e3a\u8865\u5145\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F1125%2Fb565c5acj00t69bp0001kd000hs00adg.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"446805GJ\">\u56fe\u7247\u6e90\u81ea\uff1a\u7f51\u7edc<\/p>\n\n\n\n<p id=\"446805GK\">\u8fd8\u6709\u4e00\u79cd\u63d0\u5347\u6570\u636e\u6548\u7387\u7684\u65b9\u6cd5\u662f\u91c7\u7528\u81ea\u76d1\u7763\u6216\u5bf9\u6bd4\u5b66\u4e60\uff0c\u5982\u8ba9\u6a21\u578b\u81ea\u884c\u9884\u6d4b\u63a5\u4e0b\u6765\u7684\u8f66\u8f86\u52a8\u4f5c\u6216\u573a\u666f\u63cf\u8ff0\uff0c\u4ece\u800c\u8ba9\u6a21\u578b\u4ece\u5df2\u6709\u6570\u636e\u4e2d\u4e3b\u52a8\u5b66\u4e60\u89c4\u5f8b\uff0c\u5b9e\u73b0\u201c\u82b1\u5c0f\u94b1\u529e\u5927\u4e8b\u201d\u7684\u8bad\u7ec3\u6548\u679c\u3002<\/p>\n\n\n\n<p id=\"446805GL\">\u5728\u8bad\u7ec3\u7b56\u7565\u4e0a\uff0cVLA\u5e94\u91c7\u7528\u5206\u9636\u6bb5\u8bad\u7ec3\u3002\u9996\u5148\u8981\u505a\u7684\u65f6\u8fdb\u884c\u89c6\u89c9-\u8bed\u8a00\u5bf9\u9f50\u7684\u9884\u8bad\u7ec3\uff0c\u8ba9\u6a21\u578b\u5b66\u4f1a\u5efa\u7acb\u56fe\u50cf\u4e0e\u6587\u672c\u7684\u8054\u7cfb\u3002\u63a5\u7740\u5c31\u662f\u8981\u8fdb\u884c\u884c\u4e3a\u76d1\u7763\u8bad\u7ec3\uff0c\u5982\u901a\u8fc7\u6a21\u4eff\u5b66\u4e60\u6216\u79bb\u7ebf\u5f3a\u5316\u5b66\u4e60\uff0c\u8ba9\u6a21\u578b\u5b66\u4e60\u9a7e\u9a76\u7b56\u7565\u3002\u6700\u540e\u5c31\u662f\u8981\u9488\u5bf9\u5177\u4f53\u7684\u9a7e\u9a76\u4efb\u52a1\u8fdb\u884c\u5fae\u8c03\u3002\u5728\u5b89\u5168\u5173\u952e\u7684\u5e94\u7528\u4e2d\uff0c\u8fd8\u5fc5\u987b\u5f15\u5165\u7ea6\u675f\u4f18\u5316\u6216\u72ec\u7acb\u7684\u5b89\u5168\u5c42\uff0c\u786e\u4fdd\u6a21\u578b\u7684\u8f93\u51fa\u884c\u4e3a\u59cb\u7ec8\u5728\u5b89\u5168\u8fb9\u754c\u5185\uff0c\u5373\u4f7f\u5b83\u63d0\u51fa\u4e86\u4e00\u4e2a\u6fc0\u8fdb\u7684\u5efa\u8bae\uff0c\u7cfb\u7edf\u4e5f\u80fd\u591f\u4e88\u4ee5\u5426\u51b3\u3002<\/p>\n\n\n\n<p id=\"446805GM\">\u5927\u6a21\u578b\u6240\u9700\u7684\u5e9e\u5927\u7b97\u529b\u4e0e\u8f66\u8f7d\u786c\u4ef6\u6709\u9650\u7684\u8d44\u6e90\u4e4b\u95f4\u5176\u5b9e\u5b58\u5728\u5929\u7136\u77db\u76fe\uff0c\u5fc5\u987b\u5bf9\u6a21\u578b\u8fdb\u884c\u7cbe\u7b80\uff08\u538b\u7f29\u4e0e\u91cf\u5316\uff09\uff0c\u5e76\u91c7\u7528\u5206\u5c42\u7684\u90e8\u7f72\u65b9\u6848\u3002\u5bf9\u4e8e\u8fd9\u4e2a\u95ee\u9898\uff0c\u53ef\u4ee5\u5c06\u8ba1\u7b97\u6700\u5bc6\u96c6\u7684\u8bed\u8a00\u7406\u89e3\u548c\u590d\u6742\u63a8\u7406\u4efb\u52a1\u653e\u5728\u4e91\u7aef\u6216\u8fb9\u7f18\u670d\u52a1\u5668\u5b8c\u6210\uff0c\u800c\u5728\u8f66\u7aef\u53ea\u8fd0\u884c\u4e00\u4e2a\u8f7b\u91cf\u5316\u7684\u63a8\u7406\u5f15\u64ce\uff0c\u5e76\u914d\u4ee5\u4fdd\u969c\u5b9e\u65f6\u5b89\u5168\u7684\u5b89\u5168\u76d1\u63a7\u6a21\u5757\u3002\u7cfb\u7edf\u8fd8\u9700\u5177\u5907\u52a8\u6001\u8c03\u5ea6\u7684\u80fd\u529b\uff0c\u5728\u7f51\u7edc\u826f\u597d\u65f6\u501f\u52a9\u201c\u4e91\u8111\u201d\uff0c\u4e00\u65e6\u65ad\u7f51\u5219\u80fd\u65e0\u7f1d\u5207\u6362\u81f3\u672c\u5730\u7684\u4f20\u7edf\u63a7\u5236\u6808\uff0c\u786e\u4fdd\u57fa\u7840\u529f\u80fd\u5b89\u5168\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F1125%2F8d855c86j00t69bp0001cd000hs00bqg.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"446805GO\">\u56fe\u7247\u6e90\u81ea\uff1a\u7f51\u7edc<\/p>\n\n\n\n<p id=\"446805GP\">VLA\u6a21\u578b\u5728\u63d0\u5347\u53ef\u89e3\u91ca\u6027\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u5c06\u5b66\u5230\u7684\u8bed\u8a00\u5e38\u8bc6\u201c\u751f\u642c\u786c\u5957\u201d\u5230\u4e0d\u6070\u5f53\u7684\u89c6\u89c9\u573a\u666f\u4e2d\uff0c\u6216\u8005\u5bf9\u542b\u4e49\u6a21\u7cca\u751a\u81f3\u5e26\u6709\u6076\u610f\u7684\u6307\u4ee4\u505a\u51fa\u8bef\u5224\u3002\u4e3a\u4e86\u63d0\u524d\u66b4\u9732\u5e76\u9632\u8303\u8fd9\u7c7b\u98ce\u9669\uff0c\u5728\u6d4b\u8bd5\u9636\u6bb5\u5c31\u8981\u8bbe\u8ba1\u6781\u5177\u9488\u5bf9\u6027\u7684\u573a\u666f\uff0c\u5982\u53ef\u4ee5\u4e13\u95e8\u68c0\u9a8c\u6a21\u578b\u5728\u9762\u5bf9\u975e\u5e38\u89c4\u6307\u4ee4\u65f6\u7684\u8868\u73b0\uff0c\u4ee5\u53ca\u5728\u4e0d\u540c\u5730\u533a\u6587\u5316\u80cc\u666f\u4e0b\u5176\u8bed\u4e49\u7406\u89e3\u662f\u5426\u53ef\u4ee5\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n\n\n\n<p id=\"446805GQ\">\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u9ad8\u7cbe\u5ea6\u7684\u4eff\u771f\u5e73\u53f0\u4f5c\u7528\u5c31\u975e\u5e38\u5173\u952e\uff0c\u5b83\u80fd\u9ad8\u6548\u3001\u5b89\u5168\u5730\u5927\u91cf\u53bb\u6a21\u62df\u73b0\u5b9e\u4e2d\u7f55\u89c1\u7684\u957f\u5c3e\u573a\u666f\uff0c\u4ece\u800c\u7cfb\u7edf\u6027\u5730\u9a8c\u8bc1\u6a21\u578b\u884c\u4e3a\u7684\u53ef\u9760\u6027\uff0c\u5e76\u53ef\u4ee5\u7cbe\u51c6\u5b9a\u4f4d\u5176\u5931\u6548\u7684\u8fb9\u754c\u3002<\/p>\n\n\n\n<p id=\"446805GR\">\u60f3\u5c06VLA\u5e94\u7528\u5230\u8f66\u8f86\u4e2d\uff0c\u5bf9VLA\u6a21\u578b\u7684\u8981\u6c42\u4e0d\u80fd\u662f\u8868\u73b0\u826f\u597d\u5c31\u53ef\u4ee5\u4e86\uff0c\u800c\u662f\u8981\u5728\u6781\u7aef\u6216\u5931\u6548\u573a\u666f\u4e0b\u5177\u5907\u6e05\u6670\u7684\u5e94\u5bf9\u65b9\u6848\u3002\u56e0\u6b64\uff0cVLA\u7cfb\u7edf\u4e0d\u80fd\u72ec\u7acb\u8fd0\u884c\uff0c\u800c\u8981\u4e0e\u4f20\u7edf\u4e14\u7ecf\u8fc7\u4e25\u683c\u8ba4\u8bc1\u7684\u5b89\u5168\u76d1\u63a7\u6a21\u5757\uff08\u5982\u81ea\u52a8\u7d27\u6025\u5236\u52a8\u3001\u786c\u4ef6\u9650\u901f\u5668\u7b49\uff09\u534f\u540c\u5de5\u4f5c\u3002\u8bed\u8a00\u6a21\u5757\u53ef\u4ee5\u8d1f\u8d23\u63d0\u4f9b\u51b3\u7b56\u89e3\u91ca\u548c\u884c\u4e3a\u5efa\u8bae\uff0c\u4f46\u8f66\u8f86\u7684\u6700\u7ec8\u63a7\u5236\u6743\uff0c\u5c24\u5176\u662f\u6d89\u53ca\u5b89\u5168\u7684\u6267\u884c\u6307\u4ee4\uff0c\u5fc5\u987b\u59cb\u7ec8\u5728\u529f\u80fd\u5b89\u5168\u4f53\u7cfb\u7684\u4e25\u683c\u76d1\u7ba1\u4e4b\u4e0b\u6267\u884c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2025\/1125\/f2259847g00t69bp00004d000tu002fg.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"446805GU\"><strong>\u6700\u540e\u7684\u8bdd<\/strong><\/p>\n\n\n\n<p id=\"446805GV\">VLA\u662f\u4e3a\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u5d4c\u5165\u4e00\u4e2a\u201c\u8bed\u4e49\u667a\u80fd\u5c42\u201d\uff0c\u5b83\u901a\u8fc7\u8fde\u63a5\u89c6\u89c9\u4e0e\u8bed\u8a00\uff0c\u8d4b\u4e88\u4e86\u8f66\u8f86\u7406\u89e3\u590d\u6742\u573a\u666f\u548c\u4eba\u7c7b\u610f\u56fe\u7684\u5173\u952e\u80fd\u529b\u3002\u4f46\u5b83\u7684\u5e76\u4e0d\u80fd\u66ff\u4ee3\u4f20\u7edf\u67b6\u6784\uff0c\u800c\u5e94\u4e0e\u4e4b\u534f\u540c\uff0cVLA\u4f5c\u4e3a\u521b\u65b0\u7684\u8ba4\u77e5\u5927\u8111\uff0c\u53ef\u4ee5\u8d1f\u8d23\u5904\u7406\u4e0d\u786e\u5b9a\u6027\u548c\u957f\u5c3e\u95ee\u9898\uff0c\u800c\u7ecf\u8fc7\u4e25\u683c\u8ba4\u8bc1\u7684\u4f20\u7edf\u63a7\u5236\u7cfb\u7edf\u5219\u53ef\u4ee5\u4f5c\u4e3a\u5b89\u5168\u57fa\u5ea7\uff0c\u786e\u4fdd\u6700\u7ec8\u6267\u884c\u7684\u4e07\u65e0\u4e00\u5931\u3002\u8fd9\u79cd\u667a\u80fd\u4e0e\u5b89\u5168\u5171\u751f\u7684\u6df7\u5408\u67b6\u6784\uff0c\u624d\u662f\u5b9e\u73b0\u81ea\u52a8\u9a7e\u9a76\u7a33\u6b65\u5411\u524d\u6f14\u8fdb\u7684\u52a1\u5b9e\u8def\u5f84\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/www.163.co [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27,1],"tags":[],"class_list":["post-35072","post","type-post","status-publish","format-standard","hentry","category-industry-trends","category-home"],"views":3,"_links":{"self":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/35072"}],"collection":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/comments?post=35072"}],"version-history":[{"count":1,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/35072\/revisions"}],"predecessor-version":[{"id":35073,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/35072\/revisions\/35073"}],"wp:attachment":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/media?parent=35072"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/categories?post=35072"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/tags?post=35072"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}