{"id":20198,"date":"2024-04-15T14:34:44","date_gmt":"2024-04-15T06:34:44","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=20198"},"modified":"2024-04-15T14:40:56","modified_gmt":"2024-04-15T06:40:56","slug":"%e8%b4%be%e4%bd%b3%e4%ba%9a%e5%9b%a2%e9%98%9f%e6%96%b0%e6%a8%a1%e5%9e%8b%e5%af%b9%e6%a0%87chatgptdall-e-3%e7%8e%8b%e7%82%b8%e7%bb%84%e5%90%88%ef%bc%81%e8%af%bb%e6%87%82%e6%a2%97%e5%9b%be%e5%88%b7","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/04\/15\/20198\/","title":{"rendered":"\u8d3e\u4f73\u4e9a\u56e2\u961f\u65b0\u6a21\u578b\u5bf9\u6807ChatGPT+DALL-E 3\u738b\u70b8\u7ec4\u5408\uff01\u8bfb\u61c2\u6897\u56fe\u5237\u7206\u699c\u5355\uff0c\u4ee3\u7801\u590d\u73b0\u6570\u5b66\u51fd\u6570"},"content":{"rendered":"<div class=\"article-desc\">\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faVLM\u6a21\u578bMini-Gemini\uff0c\u582a\u6bd4GPT-4+DALL-E 3\u738b\u70b8\u7ec4\u5408\uff0c\u4e00\u4e0a\u7ebf\u5c31\u5237\u7206\u4e86\u591a\u6a21\u6001\u4efb\u52a1\u699c\u5355\uff01\u8bfb\u5f97\u61c2\u6897\u56fe\uff0c\u505a\u5f97\u4e86\u5b66\u672f\uff0c\u7528\u4ee3\u7801\u5c31\u80fd\u590d\u73b0\u6570\u5b66\u51fd\u6570\u56fe\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p>\u5237\u7206\u591a\u6a21\u6001\u4efb\u52a1\u699c\u5355\uff0c\u8d85\u5f3a\u89c6\u89c9\u8bed\u8a00\u6a21\u578bMini-Gemini\u6765\u4e86\uff01<\/p>\n<p>\u6548\u679c\u582a\u79f0\u662f\u5f00\u6e90\u793e\u533a\u7248\u7684GPT-4+DALL-E 3\u738b\u70b8\u7ec4\u5408\u3002<\/p>\n<p>\u4e0d\u4ec5\u5982\u6b64\uff0c\u8fd9\u6b3e\u7531\u6e2f\u4e2d\u6587\u7ec8\u8eab\u6559\u6388\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51fa\u7684\u591a\u6a21\u6001\u6a21\u578b\uff0c\u4e00\u7ecf\u53d1\u5e03\u4fbf\u767b\u4e0a\u4e86PaperWithCode\u70ed\u699c\u3002<\/p>\n<p><img data-dominant-color=\"f0f2f3\" data-has-transparency=\"false\" style=\"--dominant-color: #f0f2f3;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-20203\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/79b9bc125f3605ccd9a418e5e31400179233ef-1.png\" width=\"1080\" height=\"318\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/79b9bc125f3605ccd9a418e5e31400179233ef-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/79b9bc125f3605ccd9a418e5e31400179233ef-1-300x88.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/79b9bc125f3605ccd9a418e5e31400179233ef-1-1024x302.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/79b9bc125f3605ccd9a418e5e31400179233ef-1-150x44.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/79b9bc125f3605ccd9a418e5e31400179233ef-1-768x226.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>Demo\u5730\u5740: http:\/\/103.170.5.190:7860\/<\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2403.18814.pdf<\/p>\n<p>\u5177\u4f53\u6765\u8bf4\uff0cMini-Gemini\u63d0\u4f9b\u4e862B\u5c0f\u676f\u523034B\u7684\u8d85\u5927\u676f\u7684\u4e0d\u540c\u9009\u62e9\u3002<\/p>\n<p>\u51ed\u501f\u8d85\u5f3a\u7684\u56fe\u6587\u7406\u89e3\u529b\uff0cMini-Gemini\u5728\u591a\u4e2a\u6307\u6807\u4e0a\uff0c\u76f4\u63a5\u5ab2\u7f8eGemini Pro\uff0cGPT-4V\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s7.51cto.com\/oss\/202404\/15\/98df97e485cadbb25362126559a24555aa6849.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u76ee\u524d\uff0c\u7814\u7a76\u56e2\u961f\u5c06Mini-Gemini\u7684\u4ee3\u7801\u3001\u6a21\u578b\u3001\u6570\u636e\u5168\u90e8\u5f00\u6e90\u3002<\/p>\n<p>\u66f4\u6709\u610f\u601d\u7684\u662f\uff0c\u8d85\u4f1a\u73a9\u6897\u7684Mini-Gemini\u7ebf\u4e0aDemo\u5df2\u7ecf\u53d1\u5e03\uff0c\u4eba\u4eba\u7686\u53ef\u4e0a\u624b\u8bd5\u73a9\u3002<\/p>\n<p>Mini-Gemini Demo\u653e\u51fa\u540e\u53d7\u5230\u5e7f\u5927\u7f51\u53cb\u5173\u6ce8\uff0c\u4e00\u756a\u300c\u5c1d\u9c9c\u300d\u540e\uff0c\u6709\u4eba\u8ba4\u4e3a\uff1aMini-Gemini\u8ddf\u5546\u4e1a\u6a21\u578b\u5dee\u4e0d\u4e86\u591a\u5c11\uff01<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202404\/15\/070733033d790f2ab410939dd6d61b158da439.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u4e3a\u4f55\u8fd9\u4e48\u8bf4\uff1f<\/p>\n<h3>\u56fe\u7247\u7406\u89e3\u5929\u82b1\u677f<\/h3>\n<p>\u5f53\u524d\uff0c\u7edd\u5927\u591a\u6570\u591a\u6a21\u6001\u6a21\u578b\u4ec5\u652f\u6301\u4f4e\u5206\u8fa8\u7387\u56fe\u50cf\u8f93\u5165\u548c\u6587\u5b57\u8f93\u51fa\u3002<\/p>\n<p>\u800c\u5728\u5b9e\u9645\u573a\u666f\u4e2d\uff0c\u8bb8\u591a\u4efb\u52a1\u90fd\u9700\u8981\u5bf9\u9ad8\u6e05\u56fe\u50cf\u8fdb\u884c\u89e3\u6790\uff0c\u5e76\u7528\u56fe\u50cf\u7684\u5f62\u5f0f\u8fdb\u884c\u5c55\u73b0\u3002<\/p>\n<p>\u4e3e\u4e2a\u4f8b\u5b50\uff0cMini-Gemini\u80fd\u591f\u770b\u61c2\u9762\u5305\u4e5d\u5bab\u683c\u56fe\u7247\u6559\u7a0b\uff0c\u5e76\u8fdb\u884c\u624b\u628a\u624b\u6559\u5b66\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202404\/15\/a959d3840dbbe50fb06809868d85be34f17304.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u62cd\u4e00\u5f20\u82f9\u679c\u5e97Mac\u7535\u8111\u4fe1\u606f\u56fe\uff0cMini-Gemini\u80fd\u591f\u5c06\u4e24\u79cd\u5c3a\u5bf8\u7684Mac\u4e0d\u540c\u53c2\u6570\u8fdb\u884c\u5bf9\u6bd4\u3002<\/p>\n<p>\u6709\u7f51\u53cb\u770b\u8fc7\u540e\u8868\u793a\uff0c\u300c\u5988\u5988\u518d\u4e5f\u4e0d\u7528\u62c5\u5fc3\u6211\u7684\u751f\u6d3b\u4e86\u300d\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202404\/15\/061df181443238461d6385915e497be8ac32fe.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0cMini-Gemini\u5728\u4fdd\u7559\u8d85\u5f3a\u7684\u56fe\u50cf\u7406\u89e3\u548c\u63a8\u7406\u80fd\u529b\u7684\u540c\u65f6\uff0c\u8fd8\u89e3\u9501\u4e86\u56fe\u50cf\u7684\u751f\u6210\u80fd\u529b\uff0c\u5c31\u5982\u540cChatGPT\u548c\u751f\u6210\u6a21\u578b\u7684\u7ed3\u5408\u3002<\/p>\n<p>\u4e0b\u9762\uff0c\u8ba9\u6211\u4eec\u901a\u8fc7\u51e0\u4e2a\u4f8b\u5b50\u6765\u66f4\u76f4\u89c2\u5730\u611f\u53d7\u8fd9\u79cd\u80fd\u529b\uff1a<\/p>\n<h3>\u63a8\u7406\u518d\u751f\u6210\uff0c\u66f4\u7cbe\u51c6\u4e86<\/h3>\n<p>\u8fd8\u8bb0\u5f97\u8c37\u6b4cGemini\u7684\u5b98\u65b9\u6f14\u793a\u89c6\u9891\u4e48\uff1f<\/p>\n<p>\u5f53\u7528\u6237\u7ed9\u51fa\u4e24\u4e2a\u6bdb\u7ebf\u56e2\u5e76\u95ee\u51fa\u80fd\u7528\u5b83\u4eec\u505a\u4ec0\u4e48\u65f6\uff0cGemini\u53ef\u4ee5\u8bc6\u522b\u51fa\u56fe\u7247\u5185\u5bb9\u5e76\u7ed9\u51fa\u76f8\u5e94\u7684\u5efa\u8bae\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202404\/15\/8335a9b14f7b3bd35e96417e1c27cc82c30211.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p><img data-dominant-color=\"5b534d\" data-has-transparency=\"false\" style=\"--dominant-color: #5b534d;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-20204\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/51757f142ec8158d4bf984cf6fd00231e5c2e9-1.png\" width=\"1080\" height=\"67\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/51757f142ec8158d4bf984cf6fd00231e5c2e9-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/51757f142ec8158d4bf984cf6fd00231e5c2e9-1-300x19.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/51757f142ec8158d4bf984cf6fd00231e5c2e9-1-1024x64.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/51757f142ec8158d4bf984cf6fd00231e5c2e9-1-150x9.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/04\/51757f142ec8158d4bf984cf6fd00231e5c2e9-1-768x48.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202404\/15\/82cdb3d13145c96fee5776fb7386a0787f5e79.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u5f53\u6211\u4eec\u628a\u76f8\u4f3c\u7684\u8f93\u5165\u7ed9\u5230Mini-Gemini\uff0c\u5b83\u4f1a\u600e\u4e48\u56de\u7b54\u5462\uff1f<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202404\/15\/775a959152e33aa0cb5573b9e49cfe9c13eae4.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u53ef\u4ee5\u53d1\u73b0\uff0cMini-Gemini\u4e5f\u53ef\u4ee5\u8bc6\u522b\u51fa\u56fe\u7247\u4e2d\u7684\u5143\u7d20\uff0c\u5e76\u4e14\u5408\u7406\u5730\u5efa\u8bae\uff0c\u540c\u65f6\u751f\u6210\u4e86\u4e00\u53ea\u5bf9\u5e94\u7684\u6bdb\u7ebf\u5c0f\u718a\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202404\/15\/469a8d3288eaff6bf19694a145fd1538b7a339.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u901a\u8fc7\u4e00\u4e9b\u62bd\u8c61\u7684\u591a\u6a21\u6001\u6307\u4ee4\u6765\u8ba9\u6a21\u578b\u7ed9\u51fa\u63a8\u7406\uff0c\u5e76\u751f\u6210\u5408\u9002\u7684\u56fe\u7247\uff0c\u8fd9\u4e2a\u64cd\u4f5c\u5c31\u5f88\u50cf\u662fChatGPT\u548cDALLE3\u7684\u8054\u52a8\u4e86\uff01<\/p>\n<p>\u63a5\u4e0b\u6765\u8ba9Mini-Gemini\u505a\u81ea\u5df1\u6700\u64c5\u957f\u7684\u63a8\u7406\u548c\u56fe\u7247\u7406\u89e3\uff0c\u770b\u770b\u5b83\u8868\u73b0\u3002<\/p>\n<p>\u6bd4\u5982\uff0c\u7406\u89e3\u56fe\u7247\u4e2d\u7684\u77db\u76fe\u70b9\u5e76\u4e3e\u4e00\u53cd\u4e09\u3002<\/p>\n<p>\u8f93\u5165\u51b0\u5ddd\u4e2d\u7684\u4ed9\u4eba\u638c\uff0c\u5b83\u4f1a\u89e3\u91ca\u5176\u4e2d\u7684\u77db\u76fe\u5e76\u751f\u6210\u4e00\u5f20\u70ed\u5e26\u96e8\u6797\u4e2d\u5317\u6781\u718a\u7684\u56fe\u7247\uff1a<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202404\/15\/76af01f42803ed85de7529198931c3d9b29400.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u56fe\u7247\u5448\u73b0\u4e86\u4ed9\u4eba\u638c\u7684\u5178\u578b\u6816\u606f\u5730\u4e0e\u51b0\u7684\u5b58\u5728\u4e4b\u95f4\u7684\u89c6\u89c9\u77db\u76fe\uff0c\u56e0\u4e3a\u5728\u6c99\u6f20\u73af\u5883\u4e2d\u81ea\u7136\u4e0d\u4f1a\u51fa\u73b0\u51b0\u3002<\/p>\n<p>Mini-Gemini\u6b63\u662f\u7406\u89e3\u4e86\u8fd9\u79cd\u77db\u76fe\u70b9\uff0c\u624d\u751f\u6210\u4e86\u4e00\u5f20\u5317\u6781\u718a\u51fa\u73b0\u5728\u70ed\u5e26\u96e8\u6797\u7684\u56fe\u7247\u3002<\/p>\n<p>\u8fd9\u79cd\u5e76\u7f6e\u521b\u9020\u4e86\u4e00\u4e2a\u5f15\u4eba\u6ce8\u76ee\u4e14\u8d85\u73b0\u5b9e\u7684\u89c6\u89c9\u6548\u679c\uff0c\u6311\u6218\u89c2\u4f17\u7684\u671f\u5f85\uff0c\u5e76\u53ef\u80fd\u5f15\u53d1\u4eba\u4eec\u5bf9\u6c14\u5019\u53d8\u5316\u3001\u73af\u5883\u9002\u5e94\u6216\u4e0d\u540c\u751f\u6001\u7cfb\u7edf\u878d\u5408\u7684\u601d\u8003\u3002<\/p>\n<p>\u540c\u65f6\uff0c\u6b63\u5982ChatGPT+DALLE3\u7684\u68a6\u5e7b\u7ed3\u5408\u4e00\u6837\uff0cMini-Gemini\u7684\u300c\u63a8\u7406\u751f\u6210\u300d\u529f\u80fd\u8fd8\u53ef\u4ee5\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u901a\u8fc7\u7b80\u5355\u6307\u4ee4\u751f\u6210\u8fde\u73af\u5c0f\u6545\u4e8b\u3002<\/p>\n<p>\u6bd4\u65b9\u8bf4\uff0c\u8ba9\u5b83\u6839\u636e\u7528\u6237\u8f93\u5165\u8bb2\u4e00\u4e2a\u8d35\u65cf\u5c0f\u8001\u9f20\u7684\u6545\u4e8b\u3002<\/p>\n<p>Mini-Gemini\u4f1a\u6839\u636e\u524d\u6587\u7684\u6587\u5b57\u751f\u6210\u7ed3\u679c\u548c\u7528\u6237\u8f93\u5165\u8fdb\u884c\u63a8\u7406\uff0c\u5728\u4fdd\u6301\u4e00\u81f4\u6027\u7684\u60c5\u51b5\u4e0b\u5bf9\u56fe\u7247\u8fdb\u884c\u4fee\u6539\uff0c\u4f7f\u5176\u66f4\u7b26\u5408\u7528\u6237\u7684\u8981\u6c42\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202404\/15\/68ab71a26de8e3cbfad38437a9a157a281cf46.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202404\/15\/d9d80e35983390bc2fe417ae37ce9704c6c1b2.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u5f53\u7136\uff0cMini-Gemini\u5bf9\u4e8e\u591a\u6a21\u6001\u6a21\u578b\u7684\u4f20\u7edf\u6280\u80fd\u56fe\u7247\u7406\u89e3\u4e5f\u4e0d\u5728\u8bdd\u4e0b\u3002<\/p>\n<p>\u6bd4\u65b9\u8ba9\u6a21\u578b\u7406\u89e3\u8f93\u5165\u66f2\u7ebf\u56fe\u7684\u6570\u5b66\u610f\u4e49\uff08\u9ad8\u65af\u5206\u5e03\uff09\uff0c\u5e76\u8ba9\u5b83\u4f7f\u7528\u4ee3\u7801\u590d\u73b0\u8fd9\u5f20\u56fe\u3002<\/p>\n<p>\u901a\u8fc7\u8fd0\u884c\u751f\u6210\u7684\u4ee3\u7801\uff0c\u6a21\u578b\u53ef\u4ee5\u9ad8\u8d28\u91cf\u5730\u8fd8\u539f\u66f2\u7ebf\u56fe\uff0c\u8282\u7701\u4e86\u590d\u73b0\u7684\u65f6\u95f4\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202404\/15\/f3b0db156c72166dd82498301fea26358903b6.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202404\/15\/f81c18920378ffe62205749afcab3234795104.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<h3>\u8d85\u4f1a\u73a9\u6897<\/h3>\n<p>\u53c8\u6216\u8005\u8ba9Mini-Gemini\u7406\u89e3\u6897\u56fe\uff0c\u901a\u8fc7\u5176\u5f3a\u5927\u7684OCR\u548c\u63a8\u7406\u80fd\u529b\uff0c\u4e5f\u53ef\u4ee5\u51c6\u786e\u6307\u51fa\u7b11\u70b9\u3002<\/p>\n<p>\u4e00\u5f20\u5c06\u9ea6\u5f53\u52b3P\u6210GYM\u8868\u60c5\u5305\uff0c\u5916\u52a0\u5bf9\u8bdd\u56fe\uff0c\u641e\u7b11\u70b9\u5728\u54ea\uff1f<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202404\/15\/d88c24b772ac593b872915bc797ce504152d11.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>Mini-Gemini\u53ef\u4ee5\u51c6\u786e\u7406\u89e3\u56fe\u4e2d\u8bbd\u523a\u542b\u4e49\uff0c\u5e76\u7ed9\u51fa\u4e86\u6b63\u786e\u7684\u89e3\u91ca\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202404\/15\/f9cf01b04a4aa0906020595c89f216c10d0a86.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202404\/15\/a50e85d22305c44aa188731a9374c875f33c0e.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u8fd8\u6709\u8fd9\u5f20\u300c\u5f53\u67d0\u5a92\u4f53\u8bf4AI\u5c06\u63a5\u7ba1\u4e16\u754c\uff0c\u5b9e\u9645\u4e0a\u6211\u7684\u795e\u7ecf\u7f51\u7edc\u8fde\u732b\u672a\u80fd\u8bc6\u522b\u300d\u7684\u6897\u56fe\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202404\/15\/79b8d0391e82840d1f069904edfb476a8f1671.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>Mini-Gemini\u4e5f\u662f\u53ef\u4ee5\u7406\u89e3\uff0c\u662f\u5728\u8bf4AI\u72af\u9519\u7684\u4f8b\u5b50\uff0c\u5e76\u4e14\u4e0e\u516c\u4f17\u63a5\u53d7\u5230\u7684\u9884\u671f\u5e76\u4e0d\u4e00\u6837\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202404\/15\/71593cc21b01fb4a36f502e072f8d1a7918168.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u56fe\u4e2d\u7ec6\u8282\u7684\u5e7d\u9ed8\u4e4b\u5904\uff0c\u5b83\u90fd\u80fdget\u5f97\u660e\u660e\u767d\u767d\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202404\/15\/3407e4595f6f76c22991683dcdc7d558570177.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u9ad8\u6e05\u590d\u6742\u7684\u591a\u56fe\u8868\u7406\u89e3\u548c\u5f52\u7eb3\u4e5f\u662f\u5c0f\u83dc\u4e00\u789f\uff0cMini-Gemini\u76f4\u63a5\u79d2\u53d8\u6253\u5de5\u4eba\u6548\u7387\u63d0\u5347\u7684\u8d85\u7ea7\u5916\u6302\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202404\/15\/a30ac9886b4232edfed9391c1655a3bf0f7abf.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202404\/15\/e6fe6b3865ce3fced70480e50a35fb7b58bff0.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u82f1\u6587\u56fe\u8868\u592a\u590d\u6742\uff0c\u8bfb\u8d77\u6765\u592a\u8d39\u8111\u5b50\uff1f\u5b83\u76f4\u89c2\u5730\u7528\u4e2d\u6587\u6574\u7406\u51fa\u4e86\u5185\u5bb9\u2014\u2014\u300c\u6bd4\u8f83\u4e0d\u540c\u7b3c\u517b\u7cfb\u7edf\u4e2d\u6bcd\u9e21\u6240\u627f\u53d7\u7684\u5e73\u5747\u75bc\u75db\u5929\u6570\u300d\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202404\/15\/23aef7e43f00d7032167815f2f3b51a0fc41f8.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<h2>\u6280\u672f\u7ec6\u8282<\/h2>\n<p>\u5982\u4e0a\u6f14\u793a\u4e2d\uff0cMini-Gemini\u662f\u600e\u6837\u505a\u5230\u8fd9\u79cd\u60ca\u8273\u7684\u6548\u679c\u5462\uff1f<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202404\/15\/328f3ec99225b37ef4a92736f5551223645839.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2403.18814.pdf<\/p>\n<p>Github\u5730\u5740\uff1ahttps:\/\/github.com\/dvlab-research\/MiniGemini<\/p>\n<p>\u6a21\u578b\u5730\u5740\uff1ahttps:\/\/huggingface.co\/collections\/YanweiLi\/mini-gemini-6603c50b9b43d044171d0854<\/p>\n<p>\u6570\u636e\u5730\u5740\uff1ahttps:\/\/huggingface.co\/collections\/YanweiLi\/mini-gemini-data-660463ea895a01d8f367624e<\/p>\n<p>\u5927\u9053\u81f3\u7b80\uff0cMini-Gemini\u7684\u6574\u4f53\u601d\u8def\u5e76\u4e0d\u590d\u6742\u3002\u5176\u4e2d\u7684Gemini\uff08\u53cc\u5b50\u5ea7\uff09\u8868\u8fbe\u7684\u662f\u4f7f\u7528\u89c6\u89c9\u53cc\u5206\u652f\u7684\u4fe1\u606f\u6316\u6398\uff08Miraing-Info in Gemini\uff09\u89e3\u51b3\u9ad8\u6e05\u56fe\u50cf\u7406\u89e3\u95ee\u9898\u3002<\/p>\n<p>\u800c\u5176\u4e2d\u7684\u6838\u5fc3\u5728\u4e8e\u4e09\u70b9\uff1a<\/p>\n<p>\uff081\uff09\u7528\u4e8e\u9ad8\u6e05\u56fe\u50cf\u7684\u53cc\u7f16\u7801\u5668\u673a\u5236\uff1b<\/p>\n<p>\uff082\uff09\u66f4\u9ad8\u8d28\u91cf\u7684\u6570\u636e\uff1b<\/p>\n<p>\uff083\uff09\u8bad\u7ec3\u9636\u6bb5\u7ed3\u5408\u751f\u6210\u6a21\u578b\u6570\u636e\u62d3\u5c55\u3002<\/p>\n<p>\u8be6\u7ec6\u6765\u8bf4\uff0cMini-Gemini\u5c06\u4f20\u7edf\u6240\u4f7f\u7528\u7684ViT\u5f53\u505a\u4f4e\u5206\u8fa8\u7387\u7684Query\uff0c\u800c\u4f7f\u7528\u5377\u79ef\u7f51\u7edc\uff08ConvNet\uff09\u5c06\u9ad8\u5206\u8fa8\u7387\u7684\u56fe\u50cf\u7f16\u7801\u6210Key\u548cValue\u3002<\/p>\n<p>\u4f7f\u7528Transformer\u4e2d\u5e38\u7528\u7684Attention\u673a\u5236\uff0c\u6765\u6316\u6398\u6bcf\u4e2a\u4f4e\u5206\u8fa8\u7387Query\u6240\u5bf9\u5e94\u7684\u9ad8\u5206\u8fa8\u7387\u533a\u57df\u3002<\/p>\n<p>\u4ece\u800c\u5728\u4fdd\u6301\u6700\u7ec8\u89c6\u89c9Token\u6570\u76ee\u4e0d\u53d8\u7684\u60c5\u51b5\u4e0b\u53bb\u63d0\u5347\u5bf9\u9ad8\u6e05\u56fe\u50cf\u7684\u54cd\u5e94\uff0c\u4fdd\u8bc1\u4e86\u5728\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e2d\u5bf9\u4e8e\u9ad8\u6e05\u56fe\u50cf\u7684\u9ad8\u6548\u7f16\u7801\u3002<\/p>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u7531\u4e8e\u9ad8\u5206\u8fa8\u7387\u5206\u652f\u5377\u79ef\u7f51\u7edc\u7684\u4f7f\u7528\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u8981\u5bf9\u56fe\u50cf\u6240\u9700\u7684\u5206\u8fa8\u7387\u81ea\u9002\u5e94\u8c03\u6574\uff0c\u80fd\u591f\u9047\u5f3a\u5219\u5f3a\u3002<\/p>\n<p>\u5bf9\u4e8e\u56fe\u50cf\u7684\u751f\u6210\u90e8\u5206\uff0cMini-Gemini\u501f\u52a9\u4e86SDXL\uff0c\u4f7f\u7528LLM\u63a8\u7406\u540e\u6240\u751f\u6210\u7684\u6587\u672c\u94fe\u63a5\u4e24\u4e2a\u6a21\u578b\uff0c\u7c7b\u4f3c\u4e8eDALLE3\u7684\u6d41\u7a0b\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202404\/15\/181484979131a58039f6194a6105b70753d9fb.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u800c\u5bf9\u4e8e\u6570\u636e\u8fd9\u4e2a\u300c\u4e07\u91d1\u6cb9\u300d\uff0cMini-Gemini\u8fdb\u4e00\u6b65\u6536\u96c6\u5e76\u4f18\u5316\u4e86\u8bad\u7ec3\u6570\u636e\u7684\u8d28\u91cf\uff0c\u5e76\u52a0\u5165\u4e86\u8ddf\u751f\u6210\u6a21\u578b\u7ed3\u5408\u7684\u6587\u672c\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u3002<\/p>\n<p>\u5728\u4ec5\u4f7f\u75282-3M\u6570\u636e\u7684\u60c5\u51b5\u4e0b\uff0c\u5b9e\u73b0\u4e86\u5bf9\u56fe\u50cf\u7406\u89e3\u3001\u63a8\u7406\u3001\u548c\u751f\u6210\u7684\u7edf\u4e00\u6d41\u7a0b\u3002<\/p>\n<p>Mini-Gemini\u5728\u5404\u79cdZero-shot\u7684\u699c\u5355\u4e0a\u6beb\u4e0d\u900a\u8272\u4e8e\u5404\u79cd\u5927\u5382\u7528\u5927\u91cf\u6570\u636e\u8bad\u7ec3\u51fa\u6765\u7684\u6a21\u578b\uff0c\u53ef\u8c13\u662f\u300c\u5e73\u3001\u9753\u3001\u6b63\u300d \uff01<\/p>\n<h3>\u5ab2\u7f8eGemini Pro\u548cGPT-4V<\/h3>\n<p>\u53ef\u4ee5\u770b\u51fa\uff0cMini-Gemini\u63d0\u4f9b\u4e86\u591a\u79cd\u666e\u901a\u548c\u9ad8\u6e05\u7248\u672c\u7684\u6a21\u578b\uff0c\u5e76\u4e14\u8986\u76d6\u4e862B\u7684\u5c0f\u676f\u523034B\u7684\u8d85\u5927\u676f\u3002<\/p>\n<p>\u5404\u4e2a\u7248\u672c\u90fd\u53d6\u5f97\u4e86\u76f8\u4f3c\u53c2\u6570\u91cf\u4e0b\u9886\u5148\u7684\u6548\u679c\uff0c\u5728\u8bb8\u591a\u6307\u6807\u4e0a\u751a\u81f3\u8d85\u8d8aGemini Pro\u548cGPT-4V\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202404\/15\/54eddf740eef9a9e118495076dcb9216680a72.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<h2>\u4eba\u4eba\u5728\u7ebf\u53ef\u73a9<\/h2>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cMini-Gemini\u7684\u56fe\u50cf\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b\u5df2\u7ecf\u51fa\u4e86Demo\uff0c\u53ef\u4ee5\u5728\u7ebf\u8ddf\u81ea\u5b9a\u4e49\u56fe\u50cf\u5bf9\u8bdd\u7684\u90a3\u79cd\u3002<\/p>\n<p>\u64cd\u4f5c\u4e5f\u6781\u5176\u7b80\u5355\uff0c\u76f4\u63a5\u8ddf\u8f93\u5165\u56fe\u50cf\u6216\u6587\u5b57\u8fdb\u884c\u5bf9\u8bdd\u5373\u53ef\uff0c\u6b22\u8fce\u6765\u64a9\uff01<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202404\/15\/e4041c0468b69661d297103a230f25174482e8.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>Demo\u5730\u5740\uff1ahttp:\/\/103.170.5.190:7860\/<\/p>\n<h4>\u53c2\u8003\u8d44\u6599\uff1a<\/h4>\n<p>https:\/\/arxiv.org\/pdf\/2403.18814.pdf<\/p>\n<p>https:\/\/github.com\/dvlab-research\/MiniGemini<\/p>\n<p>https:\/\/huggingface.co\/collections\/YanweiLi\/mini-gemini-6603c50b9b43d044171d0854<\/p>\n<p>https:\/\/huggingface.co\/collections\/YanweiLi\/mini-gemini-data-660463ea895a01d8f367624e<\/p>\n<p>http:\/\/103.170.5.190:7860\/<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_20198\" class=\"pvc_stats total_only  \" data-element-id=\"20198\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 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113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faVLM\u6a21\u578bMini-Gemini\uff0c\u582a\u6bd4GPT-4+DALL-E 3\u738b\u70b8\u7ec4\u5408\uff0c\u4e00\u4e0a\u7ebf\u5c31\u5237\u7206\u4e86\u591a\u6a21\u6001 [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_20198\" class=\"pvc_stats total_only  \" data-element-id=\"20198\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":56,"featured_media":20199,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,80,1],"tags":[666,1113,1114],"class_list":["post-20198","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-80","category-uncategorized","tag-chatgpt","tag-dall-e-3","tag-1114"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/20198","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=20198"}],"version-history":[{"count":3,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/20198\/revisions"}],"predecessor-version":[{"id":20205,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/20198\/revisions\/20205"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/20199"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=20198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=20198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=20198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}