{"id":415413,"date":"2024-08-08T11:28:50","date_gmt":"2024-08-08T03:28:50","guid":{"rendered":"https:\/\/www.idc.net\/help\/?p=415413"},"modified":"2024-08-08T11:28:50","modified_gmt":"2024-08-08T03:28:50","slug":"%e5%9b%bd%e5%86%85%e5%85%ac%e5%8f%b8%e6%9c%89%e6%9c%9b%e5%81%9a%e5%87%basora%e5%90%97%ef%bc%9f%e8%bf%99%e6%94%af%e6%b8%85%e5%8d%8e%e7%b3%bb%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%9b%a2%e9%98%9f%e7%bb%99","status":"publish","type":"post","link":"https:\/\/idc.net\/help\/415413\/","title":{"rendered":"\u56fd\u5185\u516c\u53f8\u6709\u671b\u505a\u51faSora\u5417\uff1f\u8fd9\u652f\u6e05\u534e\u7cfb\u5927\u6a21\u578b\u56e2\u961f\u7ed9\u51fa\u4e86\u5e0c\u671b"},"content":{"rendered":"

2023 \u5e74\u5e74\u5e95\uff0c\u5f88\u591a\u4eba\u90fd\u9884\u6d4b\uff0c\u672a\u6765\u4e00\u5e74\u5c06\u662f\u89c6\u9891\u751f\u6210\u5feb\u901f\u53d1\u5c55\u7684\u4e00\u5e74\u3002\u4f46\u51fa\u4eba\u610f\u6599\u7684\u662f\uff0c\u519c\u5386\u6625\u8282\u521a\u8fc7\uff0cOpenAI \u5c31\u6254\u51fa\u4e86\u4e00\u4e2a\u91cd\u78c5\u70b8\u5f39 \u2014\u2014 \u80fd\u751f\u6210 1 \u5206\u949f\u6d41\u7545\u3001\u903c\u771f\u89c6\u9891\u7684 Sora\u3002\u5b83\u7684\u51fa\u73b0\u8ba9\u5f88\u591a\u7814\u7a76\u8005\u62c5\u5fc3\uff1a\u56fd\u5185\u5916 AI \u6280\u672f\u7684\u5dee\u8ddd\u662f\u4e0d\u662f\u53c8\u62c9\u5927\u4e86\uff1f<\/p>\n

\u6839\u636e OpenAI \u62ab\u9732\u7684\u6280\u672f\u62a5\u544a\uff0cSora \u7684\u6838\u5fc3\u6280\u672f\u70b9\u4e4b\u4e00\u662f\u5c06\u89c6\u89c9\u6570\u636e\u8f6c\u5316\u4e3a patch \u7684\u7edf\u4e00\u8868\u793a\u5f62\u5f0f\uff0c\u5e76\u901a\u8fc7 Transformer \u548c\u6269\u6563\u6a21\u578b\u7ed3\u5408\uff0c\u5c55\u73b0\u4e86\u5353\u8d8a\u7684 scale \u7279\u6027<\/strong>\u3002\u65e0\u72ec\u6709\u5076\uff0c\u6700\u8fd1\u53d1\u5e03\u7684\u00a0Stable Diffusion 3\u00a0\u4e5f\u91c7\u7528\u4e86\u540c\u6837\u7684\u67b6\u6784\u3002<\/p>\n

\u5176\u5b9e\uff0c\u8fd9\u4e24\u9879\u5de5\u4f5c\u90fd\u662f\u57fa\u4e8e Sora \u6838\u5fc3\u7814\u53d1\u6210\u5458 William Peebles \u548c\u7ebd\u7ea6\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u52a9\u7406\u6559\u6388\u8c22\u8d5b\u5b81\u5408\u8457\u7684\u4e00\u7bc7\u8bba\u6587\u300aScalable Diffusion Models with Transformers\u300b\u3002\u8fd9\u7bc7\u8bba\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e Transformer \u67b6\u6784\u7684\u65b0\u578b\u6269\u6563\u6a21\u578b \u2014\u2014DiT\uff0c\u7528\u5bf9\u6f5c\u5728 patch \u8fdb\u884c\u64cd\u4f5c\u7684 Transformer \u66ff\u6362\u5e38\u7528\u7684 U-Net \u4e3b\u5e72\u7f51\u7edc\uff0c\u628a\u5927\u8bed\u8a00\u6a21\u578b\u7684\u53ef\u6269\u5c55\u6027\u3001\u6d8c\u73b0\u6027\u590d\u5236\u5230\u4e86\u89c6\u89c9\u4efb\u52a1\u4e0a\u3002<\/p>\n

\u6211\u4eec\u5173\u6ce8\u5230\uff0c\u5176\u5b9e\u65e9\u5728 2022 \u5e74 9 \u6708\uff0c\u6e05\u534e\u56e2\u961f\u5c31\u63d0\u4ea4\u4e86\u4e00\u7bc7\u540d\u4e3a\u300aAll are Worth Words: A ViT Backbone for Diffusion Models\u300b\u7684\u8bba\u6587\uff08\u6bd4 DiT \u65e9\u4e24\u4e2a\u6708\uff09\u3002\u8fd9\u7bc7\u8bba\u6587\u63d0\u51fa\u4e86\u7528\u57fa\u4e8eTransformer \u7684\u7f51\u7edc\u67b6\u6784 U-ViT\u66ff\u4ee3\u57fa\u4e8eCNN\u7684U-Net\u3002\u5bf9\u6bd4\u6765\u770b\uff0c\u4e24\u9879\u5de5\u4f5c\u5728\u67b6\u6784\u8def\u7ebf\u4e0a\u5b8c\u5168\u4e00\u81f4<\/strong>\uff1a\u5747\u662f\u63d0\u51fa\u4e86\u5c06 Transformer \u4e0e\u6269\u6563\u6a21\u578b\u878d\u5408\u7684\u601d\u8def\uff1b\u5e76\u4e14\u5728\u5177\u4f53\u7684\u5b9e\u9a8c\u8def\u5f84\u4e0a\u4e5f\u4e00\u81f4\uff0c\u6bd4\u5982\u91c7\u7528\u4e86\u76f8\u540c\u7684 patch embedding\u3001patch size\uff1b\u90fd\u5f97\u51fa\u4e86\u540c\u6837\u7684\u7ed3\u8bba \u2014\u2014patch size \u4e3a 2*2 \u662f\u6700\u7406\u60f3\u7684\uff1b\u5728\u6a21\u578b\u53c2\u6570\u91cf\u4e0a\uff0c\u4e24\u8005\u90fd\u5728 50M-500M \u5de6\u53f3\u7684\u53c2\u6570\u91cf\u4e0a\u505a\u4e86\u5b9e\u9a8c\uff0c\u6700\u7ec8\u90fd\u8bc1\u5b9e\u4e86 scale \u7279\u6027\u3002<\/p>\n

\u4e0d\u8fc7 DiT \u4ec5\u5728 ImageNet \u4e0a\u505a\u4e86\u5b9e\u9a8c\uff0cU-ViT \u5728\u5c0f\u6570\u636e\u96c6\uff08CIFAR10\u3001CelebA\uff09\u3001ImageNet\u3001\u56fe\u6587\u6570\u636e\u96c6 MSCOCO \u4e0a\u5747\u505a\u4e86\u5b9e\u9a8c\u3002\u6b64\u5916\uff0c\u76f8\u6bd4\u4f20\u7edf\u7684 Transformer\uff0cU-ViT \u63d0\u51fa\u4e86\u4e00\u9879\u300c\u957f\u8fde\u63a5\u300d\u7684\u6280\u672f\uff0c\u5927\u5927\u63d0\u5347\u4e86\u8bad\u7ec3\u6536\u655b\u901f\u5ea6\u3002\u8fd9\u7bc7\u8bba\u6587\u540e\u88ab CVPR 2023 \u6536\u5f55\u3002<\/p>\n

\u57fa\u4e8e U-ViT \u67b6\u6784\uff0c2023 \u5e74 3 \u6708\uff0c\u8be5\u56e2\u961f\u518d\u6b21\u53d1\u5e03\u4e86\u4e00\u9879 UniDiffuser \u7684\u5de5\u4f5c\uff08\u53c2\u89c1\u300a\u6e05\u534e\u6731\u519b\u56e2\u961f\u5f00\u6e90\u9996\u4e2a\u57fa\u4e8e Transformer \u7684\u591a\u6a21\u6001\u6269\u6563\u5927\u6a21\u578b\uff0c\u6587\u56fe\u4e92\u751f\u3001\u6539\u5199\u5168\u62ff\u4e0b\u300b\uff09\uff0c\u5728\u5f00\u6e90\u7684\u5927\u89c4\u6a21\u56fe\u6587\u6570\u636e\u96c6 LAION-5B \u4e0a\u8bad\u7ec3\u4e86 10 \u4ebf\u53c2\u6570\u91cf\u7684\u591a\u6a21\u6001\u6a21\u578b\u3002\u540c\u4e00\u65f6\u671f\uff0c\u4e3b\u653b\u901a\u7528\u591a\u6a21\u6001\u5927\u6a21\u578b\u8d5b\u9053\u7684\u751f\u6570\u79d1\u6280\u6b63\u5f0f\u6210\u7acb\uff08\u53c2\u89c1\u300a\u4e13\u8bbf\u751f\u6570\u79d1\u6280\u5510\u5bb6\u6e1d\uff1a\u6e05\u534e\u7cfb\u56e2\u961f\u62ff\u5230\u4e0a\u4ebf\u878d\u8d44\uff0c\u7528Transformer\u6765\u505a\u591a\u6a21\u6001\u5927\u6a21\u578b\u300b\uff09\u3002\u533a\u522b\u4e5f\u5728\u6b64\u523b\u53d1\u751f\uff0c\u751f\u6570\u79d1\u6280\u51fa\u4e8e\u7b97\u529b\u8d44\u6e90\u3001\u6280\u672f\u6210\u719f\u5ea6\u7b49\u65b9\u9762\u7684\u8003\u91cf\uff0c\u4f18\u5148\u5c1d\u8bd5\u5c06 U-ViT \u5e94\u7528\u4e8e\u56fe\u6587\u4efb\u52a1\uff0c\u800c OpenAI \u5219\u662f\u5229\u7528\u5176\u7b97\u529b\u4f18\u52bf\u8de8\u8d8a\u5f0f\u5730\u76f4\u63a5\u5c06 DiT \u5e94\u7528\u4e8e\u89c6\u9891\u4efb\u52a1\u3002<\/p>\n

\u867d\u7136\u4e3b\u653b\u7684\u4efb\u52a1\u4e0d\u540c\uff0c\u4f46 U-ViT \u540c\u6837\u5c55\u793a\u4e86\u5728\u89c6\u89c9\u4efb\u52a1\u4e0b\u7684\u4f18\u5f02\u80fd\u529b\u3002\u4e0e\u5f53\u65f6\u540c\u9636\u6bb5\u7684 SD1.5 \u6bd4\u8f83\uff0cUniDiffuser \u6548\u679c\u662f\u57fa\u672c\u6301\u5e73\u7684\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0cUniDiffuser \u6269\u5c55\u6027\u66f4\u5f3a\uff0c\u80fd\u57fa\u4e8e\u4e00\u4e2a\u5e95\u5c42\u6a21\u578b\u5b8c\u6210\u56fe\u6587\u4e4b\u95f4\u7684\u4efb\u610f\u751f\u6210\u3002\u7b80\u5355\u6765\u8bb2\uff0c\u9664\u4e86\u5355\u5411\u7684\u6587\u751f\u56fe\uff0c\u8fd8\u80fd\u5b9e\u73b0\u56fe\u751f\u6587\u3001\u56fe\u6587\u8054\u5408\u751f\u6210\u3001\u65e0\u6761\u4ef6\u56fe\u6587\u751f\u6210\u3001\u56fe\u6587\u6539\u5199\u7b49\u591a\u79cd\u529f\u80fd\u3002<\/p>\n

 <\/p>\n

Unidiffuser\u5f00\u6e90\u7248\u6548\u679c<\/p>\n

 <\/p>\n

Unidiffuser\u5f53\u524d\u6548\u679c\u56fe<\/p>\n

\u6709\u4e86\u8fd9\u4e9b\u5bf9\u4e8e\u67b6\u6784\u7684\u65e9\u671f\u63a2\u7d22\uff0c\u751f\u6570\u79d1\u6280\u5176\u5b9e\u5728\u89c6\u9891\u751f\u6210\u4e0a\u9887\u5177\u6f5c\u529b\uff0c\u6709\u671b\u6210\u4e3a\u6700\u63a5\u8fd1 Sora \u7684\u4e2d\u56fd\u56e2\u961f\u3002\u800c\u4e14\uff0c\u4ed6\u4eec\u4e5f\u65e9\u5df2\u5728\u89c6\u9891\u751f\u6210\u65b9\u5411\u8fdb\u884c\u4e86\u4e00\u4e9b\u63a2\u7d22\u3002<\/p>\n

\u90a3\u4e48\uff0c\u672a\u6765\u7684\u8def\u600e\u4e48\u8d70\uff1f\u5728\u89c6\u9891\u751f\u6210\u8fd9\u4e2a\u95ee\u9898\u4e0a\uff0c\u6709\u54ea\u4e9b\u68d8\u624b\u7684\u95ee\u9898\u9700\u8981\u89e3\u51b3\uff1fSora \u53c8\u5c06\u5e26\u6765\u54ea\u4e9b\u5546\u4e1a\u673a\u9047\uff1f\u5728\u8fd1\u671f\u7684\u4e00\u6b21\u8bbf\u8c08\u4e2d\uff0c\u751f\u6570\u79d1\u6280 CEO \u5510\u5bb6\u6e1d\u3001\u9996\u5e2d\u79d1\u5b66\u5bb6\u6731\u519b<\/strong>\u5411\u673a\u5668\u4e4b\u5fc3\u900f\u9732\u4e86\u81ea\u5df1\u7684\u770b\u6cd5\u3002<\/p>\n

Sora \u7684\u51fa\u73b0\u6bd4\u9884\u671f\u65e9\u534a\u5e74<\/h4>\n

\u673a\u5668\u4e4b\u5fc3\uff1a\u9996\u5148\u60f3\u8bf7\u4e24\u4f4d\u56de\u5fc6\u4e00\u4e0b\uff0c\u7b2c\u4e00\u6b21\u770b\u5230 Sora \u7684\u65f6\u5019\u662f\u4ec0\u4e48\u611f\u89c9\uff1f\u6709\u6ca1\u6709\u5370\u8c61\u6bd4\u8f83\u6df1\u523b\u7684 demo\uff1f\u00a0<\/strong><\/p>\n

\u5510\u5bb6\u6e1d\uff1a<\/strong>\u6211\u5370\u8c61\u6700\u6df1\u7684\u662f\u5b83\u7684\u6d41\u7545\u6027\u548c\u65f6\u95f4\u957f\u5ea6\u3002\u4e4b\u524d AI \u751f\u6210\u7684\u77ed\u89c6\u9891\uff0c\u5927\u5bb6\u90fd\u620f\u79f0\u4e3a GIF\u2014\u2014 \u53d8\u52a8\u5c0f\uff0c\u89c6\u9891\u77ed\uff0c\u53ea\u6709\u51e0\u79d2\u3002Sora \u751f\u6210\u7684\u89c6\u9891\u957f\u5f97\u591a\uff0c\u6d41\u7545\u5ea6\u3001\u81ea\u7136\u5ea6\u53c8\u660e\u663e\u597d\u4e86\u4e00\u4e2a\u5c42\u6b21\uff0c\u6211\u89c9\u5f97\u8fd9\u662f\u6700\u76f4\u89c2\u7684\u4e00\u4e2a\u89c6\u89c9\u4e0a\u7684\u51b2\u51fb\u3002<\/p>\n

\u6731\u519b\uff1a<\/strong>\u5982\u679c\u56de\u5934\u770b\u5927\u5bb6\u4e4b\u524d\u5bf9\u89c6\u9891\u751f\u6210\u957f\u5ea6\u7684\u9884\u5224\uff0cSora \u7684\u51fa\u73b0\u5176\u5b9e\u662f\u8d85\u524d\u4e86\u3002\u4e4b\u524d\u80fd\u591f\u9884\u6d4b\u5230\u4eca\u5e74\u89c6\u9891\u751f\u6210\u4f1a\u5feb\u901f\u53d1\u5c55\uff0c\u4f46\u5f53\u65f6\u5728\u6280\u672f\u539f\u7406\u4e0a\uff0c\u5927\u5bb6\u6ca1\u6709\u770b\u5230\u7279\u522b\u5927\u7684\u6280\u672f\u7a81\u7834\uff0c\u6240\u4ee5\u5f53\u65f6\u5c31\u89c9\u5f97\u77ed\u89c6\u9891\uff08\u51e0\u79d2\u949f\u90a3\u79cd\uff09\u4f1a\u662f\u4e00\u4e2a\u4e3b\u6d41\u5f62\u5f0f\u3002\u4f46 Sora \u4e00\u4e0b\u5b50\u505a\u5230\u4e86\u8fd9\u4e48\u957f\uff0c\u8fd8\u662f\u4e00\u4e2a\u6bd4\u8f83 surprise \u7684\u4e8b\u60c5\u3002\u539f\u672c\u9884\u8ba1\u4eca\u5e74\u5e74\u4e2d\u6216\u5e74\u5e95\u80fd\u505a\u5230\u8fd9\u4e2a\u6c34\u5e73\uff0cSora \u63d0\u524d\u4e86\u5927\u6982\u6709\u534a\u5e74\u7684\u65f6\u95f4\u3002<\/p>\n

\u7528 Transformer \u66ff\u4ee3 U-Net \u662f\u4e00\u4e2a\u81ea\u7136\u60f3\u6cd5\uff0c\u533a\u522b\u5728\u4e8e\u8c01\u5148\u505a\u51fa\u6548\u679c<\/h4>\n

\u673a\u5668\u4e4b\u5fc3\uff1a\u6700\u8fd1\u5173\u4e8e Sora \u6838\u5fc3\u521b\u65b0\u70b9\u7684\u8ba8\u8bba\u6bd4\u8f83\u591a\uff0c\u800c\u4e14\u5927\u5bb6\u63d0\u53ca\u6700\u591a\u7684\u662f\u5b83\u7684\u67b6\u6784\u3002\u6731\u8001\u5e08\u80fd\u5426\u901a\u4fd7\u5730\u89e3\u91ca\u4e00\u4e0b Sora \u7684 Diffusion Transformer \u67b6\u6784\u662f\u600e\u4e48\u4e00\u56de\u4e8b\uff0c\u300c\u7528 Transformer \u66ff\u6362\u5e38\u7528\u7684 U-Net \u4e3b\u5e72\u7f51\u7edc\u300d\u6709\u4f55\u5fc5\u8981\u6027\uff1f\u00a0<\/strong><\/p>\n

\u6731\u519b\uff1a<\/strong>\u4ee5\u89c6\u9891\u6570\u636e\u4e3a\u4f8b\uff0c\u6269\u6563\u6a21\u578b\u7684\u539f\u7406\u5c31\u662f\u5728\u6570\u636e\u4e0a\u505a\u52a0\u566a\u548c\u53bb\u566a\u3002\u8fd9\u91cc\u5f88\u5173\u952e\u7684\u95ee\u9898\uff0c\u5c31\u662f\u80fd\u4e0d\u80fd\u51c6\u786e\u5730\u9884\u6d4b\u566a\u58f0\uff0c\u8bbe\u8ba1\u4e00\u4e2a\u566a\u58f0\u9884\u6d4b\u7f51\u7edc\u3002\u8fc7\u53bb\u5927\u5bb6\u4f1a\u7528\u4f20\u7edf\u7684 U-Net \u53bb\u505a\uff0c\u4f46\u662f Transformer \u88ab\u8bc1\u660e\u5728\u53ef\u6269\u5c55\u6027\u7b49\u65b9\u9762\u6709\u5f88\u5927\u7684\u4f18\u52bf\uff0c\u6240\u4ee5\u7528 Transformer \u53bb\u66ff\u4ee3 U-Net \u662f\u4e00\u4e2a\u5f88\u81ea\u7136\u7684\u60f3\u6cd5\uff0c\u533a\u522b\u5c31\u5728\u4e8e\u8c01\u5148\u505a\u51fa\u6765\u6548\u679c\u3002<\/p>\n

Sora \u7528\u5230\u7684 DiT \u662f 2022 \u5e74\u5e95\u53d1\u5e03\u51fa\u6765\u7684\u3002\u5176\u5b9e\u65e9\u5728 2022 \u5e74 9 \u6708\u4efd\uff0c\u6211\u4eec\u53d1\u5e03\u4e86\u4e00\u4e2a\u53eb U-ViT \u7684\u6a21\u578b\u3002\u8fd9\u4e2a\u6a21\u578b\u7684\u4e3b\u8981\u601d\u60f3\u662f\u7528 Vision Transformer \u53bb\u66ff\u4ee3 U-Net\uff0c\u548c DiT \u6838\u5fc3\u7684\u60f3\u6cd5\u662f\u4e00\u6837\u7684\uff0c\u5c31\u662f\u7528 Transformer \u53bb\u589e\u5f3a\u6269\u6563\u6a21\u578b\u3002\u8fd9\u540e\u6765\u88ab\u8bc1\u660e\u975e\u5e38\u6709\u6548\uff0c\u7279\u522b\u662f\u5728\u89c6\u89c9\u6570\u636e\u7684\u751f\u6210\u4e0a\u3002\u5b83\u4e00\u65b9\u9762\u4fdd\u6301\u4e86\u6269\u6563\u6a21\u578b\u7684\u4f18\u52bf\uff0c\u53e6\u4e00\u65b9\u9762\u53c8\u5229\u7528\u4e86 Transformer \u7684\u53ef\u6269\u5c55\u6027\u4ee5\u53ca\u5bf9\u4e0d\u540c\u6a21\u6001\u7684\u517c\u5bb9\u6027\u3002\u76f8\u6bd4\u4e8e\u4f20\u7edf\u7684 Transformer\uff0c\u6211\u4eec\u81ea\u5df1\u7684\u8bbe\u8ba1\uff08U-ViT\uff09\u91cc\u9762\u8fd8\u5305\u62ec\u4e86\u957f\u8fde\u63a5\uff0c\u5b83\u53ef\u4ee5\u8ba9\u8ba1\u7b97\u6548\u7387\u53d8\u5f97\u66f4\u9ad8\uff0c\u80fd\u770b\u5230\u5f88\u663e\u8457\u7684\u6548\u679c\u63d0\u5347\u3002<\/p>\n

 <\/p>\n

U-ViT \u67b6\u6784<\/p>\n

\u673a\u5668\u4e4b\u5fc3\uff1a\u6211\u4eec\u53ef\u4ee5\u4ece\u54ea\u4e9b\u6307\u6807\u4e0a\u770b\u5230\u8fd9\u4e9b\u6548\u679c\uff1f<\/strong><\/p>\n

\u6731\u519b\uff1a<\/strong>\u5176\u5b9e\u5728 22 \u5e74\u7684\u65f6\u5019\uff0c\u5927\u5bb6\u5c31\u5df2\u7ecf\u770b\u5230\u4e86\uff0c\u7528 Vision Transformer \u8fd9\u79cd\u67b6\u6784\u53ef\u4ee5\u63d0\u9ad8\u751f\u6210\u8d28\u91cf\uff0c\u5b9e\u73b0\u66f4\u9ad8\u7684\u5206\u8fa8\u7387\uff0c\u4e5f\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u8bad\u7ec3\u66f4\u5927\u89c4\u6a21\u7684\u6a21\u578b\u3002\u73b0\u5728\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u66f4\u591a\u7684\u4f8b\u5b50\uff0c\u5305\u62ec Sora\u3001Stable Diffusion 3\u3002\u8fd9\u4e9b\u4f8b\u5b50\u4e00\u6b21\u53c8\u4e00\u6b21\u5730\u8bc1\u660e\u4e86\uff0c\u8fd9\u4e2a\u67b6\u6784\u7684\u6f5c\u529b\u662f\u5de8\u5927\u7684\u3002<\/p>\n

\u673a\u5668\u4e4b\u5fc3\uff1a\u5728\u751f\u6570\u7684\u4ea7\u54c1\u91cc\u9762\uff0c\u8fd9\u4efd\u5de5\u4f5c\u5c55\u73b0\u51fa\u4e86\u4ec0\u4e48\u6837\u7684\u6548\u679c\uff1f<\/strong><\/p>\n

\u6731\u519b\uff1a<\/strong>\u6211\u4eec\u4ece\u4e00\u5f00\u59cb\u5c31\u575a\u6301\u7528\u6269\u6563\u52a0 Transformer \u7684\u878d\u5408\u67b6\u6784\uff0c\u4e5f\u5c31\u662f\u591a\u6a21\u6001\u539f\u751f\u7684\u67b6\u6784\u3002\u4e4b\u524d\uff0c\u5f88\u591a\u56e2\u961f\u5728\u505a\u591a\u6a21\u6001\u7684\u65f6\u5019\uff0c\u4f1a\u60f3\u8bf4\u4ec0\u4e48\u6a21\u6001\u90fd\u5bf9\u5230\u8bed\u8a00\u4e0a\u3002\u4f46\u6211\u4eec\u8ba4\u4e3a\u8fd9\u79cd\u67b6\u6784\u4e0d\u662f\u6700\u4f18\uff0c\u56e0\u4e3a\u4ece\u539f\u7406\u548c\u8ba1\u7b97\u6548\u7387\u4e0a\u6765\u770b\uff0c\u8fd9\u79cd\u65b9\u6cd5\u5b58\u5728\u5929\u7136\u7684\u4e0d\u8db3\uff0c\u6240\u4ee5\u4ece\u4e00\u5f00\u59cb\u6211\u4eec\u5c31\u5728\u8d70\u6269\u6563\u52a0 Transformer \u8fd9\u79cd\u8def\u7ebf\u3002<\/p>\n

2022 \u5e74\u6211\u4eec\u63d0\u51fa U-ViT \u67b6\u6784\u7684\u65f6\u5019\u5bf9\u6807\u7684\u662f Stable Diffusion\uff0c\u5f53\u65f6 Stable Diffusion \u521a\u5f00\u6e90\u3002\u6240\u4ee5\u5728 U-ViT \u67b6\u6784\u7684\u57fa\u7840\u4e0a\uff0c\u6211\u4eec\u53c8\u5728 2023 \u5e74 3 \u6708\u4efd\u5f00\u6e90\u4e86\u4e00\u4e2a\u53eb UniDiffuser \u7684\u5927\u6a21\u578b\u3002\u8fd9\u4e2a\u6a21\u578b\u4e5f\u662f\u57fa\u4e8e\u6269\u6563\u52a0 Transformer \u7684\u878d\u5408\u67b6\u6784\uff0c\u53ef\u4ee5\u5728\u6587\u3001\u56fe\u4e24\u79cd\u6a21\u6001\u4e4b\u95f4\u8fdb\u884c\u4efb\u610f\u7684\u8f6c\u6362\u3002<\/p>\n

\u4ece\u5e95\u5c42\u67b6\u6784\u7684\u8bad\u7ec3\u5230\u4f18\u5316\u5230\u652f\u6491\u4e0a\u5c42\u7684\u56fe\u50cf\u30013D\u3001\u89c6\u9891\u7684\u751f\u6210\uff0c\u751f\u6570\u4e00\u76f4\u5728\u575a\u6301\u8fd9\u4e2a\u67b6\u6784\uff0c\u4e00\u76f4\u5728\u575a\u6301\u8fd9\u79cd\u878d\u5408\u7684\u8def\u7ebf\u3002<\/p>\n

\u673a\u5668\u4e4b\u5fc3\uff1a\u60a8\u7684\u610f\u601d\u662f\u8bf4\uff0c\u8fd9\u79cd\u878d\u5408\u7684\u8def\u7ebf\u76f8\u6bd4\u90a3\u79cd\u5355\u7eaf\u5730\u7528 Diffusion \u6216\u8005\u5355\u7eaf\u5730\u7528 Transformer \u6548\u679c\u90fd\u8981\u597d\uff0c\u662f\u5417\uff1f<\/strong><\/p>\n

\u6731\u519b\uff1a<\/strong>\u662f\u7684\u3002\u4e0e\u5355\u7eaf\u5730\u7528 Diffusion \u76f8\u6bd4\uff0c\u878d\u5408\u67b6\u6784\u7684\u4e3b\u8981\u4f18\u52bf\u5c31\u662f Transformer \u7684\u53ef\u6269\u5c55\u6027\u3002\u4e0e\u5355\u7eaf\u5730\u7528 Transformer \u76f8\u6bd4\uff0c\u878d\u5408\u67b6\u6784\u5728\u751f\u6210\u89c6\u89c9\u6570\u636e\u7684\u6548\u7387\uff0c\u5305\u62ec\u6a21\u578b\u7684\u8868\u793a\u6548\u7387\u548c\u8ba1\u7b97\u6548\u7387\u7b49\u65b9\u9762\u6709\u5f88\u5927\u7684\u4f18\u52bf\u3002<\/p>\n

\u5bf9\u4e8e Transformer \u8fd9\u4e2a\u67b6\u6784\u6765\u8bf4\uff0c\u4f60\u628a\u6240\u6709\u4e1c\u897f\u90fd\u653e\u5230\u91cc\u8fb9\uff0c\u597d\u5904\u5c31\u662f\u7b80\u5355\u76f4\u63a5\u3002\u4f46\u662f\uff0c\u5c31\u76ee\u524d\u5bf9\u89c6\u89c9\u6570\u636e\u7684\u5904\u7406\u548c\u751f\u6210\u6548\u679c\u6765\u770b\uff0c\u6269\u6563\u8fd8\u662f\u5360\u4f18\u52bf\u7684\u3002\u5728\u6211\u4eec\u770b\u6765\uff0c\u878d\u5408\u6a21\u578b\u66f4\u7b26\u5408\u539f\u751f\u591a\u6a21\u6001\u7684\u5b9a\u4f4d\u3002\u56e0\u4e3a\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\uff0c\u5b83\u7684\u7279\u70b9\u662f\u4e0d\u4e00\u6837\u7684\uff0c\u6240\u4ee5\u5e94\u8be5\u9488\u5bf9\u4e0d\u540c\u6a21\u6001\u9009\u62e9\u6700\u5408\u9002\u7684\u4e00\u79cd\u5904\u7406\u65b9\u5f0f\u3002\u4ece\u5b9e\u9645\u7684\u89c6\u89c9\u751f\u6210\u6548\u679c\u6765\u770b\uff0c\u73b0\u5728\u4e3b\u6d41\u7684\u65b9\u6cd5\u4e5f\u662f\u7528\u6269\u6563\u6a21\u578b\u53bb\u505a\u751f\u6210\uff0c\u56e0\u4e3a\u7528 Transformer \u8fd9\u4e2a\u67b6\u6784\u76f4\u63a5\u53bb\u505a\u751f\u6210\u7684\u8bdd\uff0c\u5230\u76ee\u524d\u4e3a\u6b62\u6548\u679c\u8fd8\u662f\u843d\u540e\u7684\u3002<\/p>\n

\u673a\u5668\u4e4b\u5fc3\uff1a\u4f60\u4eec\u7684 U-ViT \u548c DiT \u662f\u540c\u4e00\u65f6\u671f\u63d0\u51fa\u7684\uff0c\u4f46\u662f\u4f60\u4eec\u9009\u62e9\u4f18\u5148\u7528\u5b83\u53bb\u505a\u56fe\u6587\u4efb\u52a1\uff0c\u800c\u4e0d\u662f\u89c6\u9891\u751f\u6210\uff0c\u662f\u57fa\u4e8e\u4ec0\u4e48\u8003\u91cf\uff1f<\/strong><\/p>\n

\u6731\u519b\uff1a<\/strong>\u5b9e\u9645\u4e0a\u6211\u4eec\u4e5f\u5728\u505a\u89c6\u9891\u751f\u6210\uff0c\u53ea\u662f\u5f53\u65f6\u57fa\u4e8e\u7b97\u529b\u7684\u8003\u8651\u6392\u4e86\u4e00\u4e2a\u4f18\u5148\u7ea7\u3002\u8fd9\u91cc\u9762\u4e5f\u6709\u6211\u4eec\u57fa\u4e8e\u6280\u672f\u6210\u719f\u5ea6\u7684\u4e00\u4e2a\u9884\u5224\u3002\u53bb\u5e74\uff0c\u6211\u4eec\u662f\u4f18\u5148\u4ece 2D \u7684\u56fe\u50cf\u5f00\u59cb\uff0c\u7136\u540e\u7d27\u63a5\u7740\u5230 5 \u6708\u4efd\u7684\u65f6\u5019\uff0c\u6211\u4eec\u5c31\u505a\u4e86 3D \u751f\u6210\uff08\u4ece 2D \u5230 3D\uff09\uff0c\u540e\u6765\u6211\u4eec\u53c8\u505a\u4e86\u89c6\u9891\u548c 4D\uff08 \u53c2\u89c1\u300a\u4e00\u952e\u5b9e\u666f\u8f6c\u52a8\u753b\uff0c\u6e05\u534e\u7cfb\u521d\u521b\u516c\u53f8\u5168\u7403\u9996\u53d14D\u9aa8\u9abc\u52a8\u753b\u6846\u67b6\u300b\uff09\u3002\u5b9e\u9645\u4e0a\u5c31\u662f\u5728\u6709\u4e86\u57fa\u7840\u7684\u57fa\u5ea7\u4e4b\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u505a\u4e0d\u540c\u7ef4\u5ea6\u7684\u6269\u589e\uff0c3D\u30014D \u5176\u5b9e\u5206\u522b\u662f\u7a7a\u95f4\u3001\u65f6\u95f4\u4e0a\u7684\u4e00\u4e2a\u6269\u5c55\u3002<\/p>\n

\u89c6\u9891\u5b9e\u9645\u4e0a\u662f\u56fe\u50cf\u7684\u6d41\uff0c\u5b83\u76f8\u5f53\u4e8e\u5728\u65f6\u95f4\u8f74\u4e0a\u505a\u4e86\u4e00\u4e2a\u6269\u589e\u3002\u6240\u4ee5\u6211\u4eec\u7684\u67b6\u6784\u5b9e\u9645\u4e0a\u53ef\u4ee5\u5f88\u81ea\u7136\u5730\u652f\u6301\u77ed\u89c6\u9891\u7684\u751f\u6210\uff0c\u53ea\u662f\u5f53\u65f6\u6211\u4eec\u4e3b\u8981\u805a\u7126\u5728\u51e0\u79d2\u949f\u7684\u77ed\u89c6\u9891\u7684\u751f\u6210\uff0c\u6ca1\u6709\u50cf OpenAI \u7684 Sora \u90a3\u6837\u4e00\u4e0b\u5b50\u505a\u5230\u51e0\u5341\u79d2\u3001\u4e00\u5206\u949f\u3002\u8fd9\u91cc\u8fb9\u6709\u5f88\u591a\u539f\u56e0\uff0c\u4f46\u5176\u4e2d\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u539f\u56e0\u662f\uff0c\u6211\u4eec\u624b\u5934\u7684\u8d44\u6e90\u76f8\u5bf9\u6765\u8bf4\u786e\u5b9e\u53d7\u9650\u5f88\u591a\u3002\u4f46\u662f\uff0c\u4ece 2D \u56fe\u50cf\u5230\u89c6\u9891\u751f\u6210\uff0c\u5f88\u591a\u4e1c\u897f\u662f\u4e00\u8109\u76f8\u627f\u7684\uff0c\u5f88\u591a\u7ecf\u9a8c\uff08\u6bd4\u5982\u5927\u89c4\u6a21\u8bad\u7ec3\u7684\u7ecf\u9a8c\uff09\u662f\u53ef\u4ee5\u590d\u7528\u7684\u3002<\/p>\n

\u590d\u73b0 Sora\uff0c\u8fd8\u6709\u5f88\u591a\u96be\u9898\u9700\u8981\u89e3\u51b3<\/h4>\n

\u673a\u5668\u4e4b\u5fc3\uff1a\u751f\u6210\u51e0\u79d2\u7684\u89c6\u9891\u548c 1 \u5206\u949f\u7684\u89c6\u9891\u4e4b\u95f4\u7684\u6280\u672f\u5dee\u5f02\u662f\u5de8\u5927\u7684\u3002\u6839\u636e\u60a8\u7684\u7ecf\u9a8c\uff0c\u9664\u4e86\u7b97\u529b\uff0c\u505a\u5230\u8fd9\u4e00\u70b9\u7684\u5173\u952e\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n

\u6731\u519b\uff1a<\/strong>\u8fd9\u91cc\u9762\u5f88\u91cd\u8981\u7684\u4e00\u5757\u662f\uff0c\u9488\u5bf9\u6bd4\u8f83\u957f\u7684\u89c6\u9891\uff0c\u600e\u4e48\u6709\u6548\u5730\u8868\u793a\u5b83\u7684\u65f6\u7a7a\u4fe1\u606f\uff0c\u600e\u4e48\u6709\u6548\u5730\u53bb\u538b\u7f29\u89c6\u9891\u6570\u636e\uff0c\u5b66\u5230\u4e00\u4e2a\u5d4c\u5165\u7684\u8868\u793a\uff0c\u7136\u540e\u5728\u4e0a\u9762\u518d\u53bb\u505a\u6269\u6563\u3001\u751f\u6210\u3002<\/p>\n

\u53e6\u5916\uff0c\u8981\u8ba9\u8fd9\u79cd\u67b6\u6784\u80fd\u591f\u6709\u6548\u8bad\u7ec3\uff0c\u6570\u636e\u4e5f\u5f88\u91cd\u8981\u3002\u57fa\u4e8e\u4e4b\u524d\u7684 DALL\u30fbE 3 \u7b49\u79ef\u7d2f\u7684\u4f18\u52bf\uff0cOpenAI \u53ef\u4ee5\u5bf9\u89c6\u9891\u6570\u636e\u505a\u5230\u6bd4\u8f83\u6709\u6548\u7684\u8bed\u4e49\u7406\u89e3\u3002\u8fd9\u5728\u8bad\u7ec3\u6570\u636e\u91cc\u662f\u975e\u5e38\u5173\u952e\u7684\u3002\u56e0\u4e3a\u5728\u521b\u4f5c\u7684\u65f6\u5019\uff0c\u4f60\u8f93\u5165\u7684\u8bed\u8a00\u901a\u5e38\u662f\u6bd4\u8f83\u6709\u9650\u7684\u3001\u7b80\u5355\u7684\uff0c\u6240\u4ee5\u5982\u679c\u60f3\u53bb\u751f\u6210\u4e30\u5bcc\u7684\u89c6\u9891\u5185\u5bb9\uff0c\u4e2d\u95f4\u9700\u8981\u4e00\u4e2a\u6bd4\u8f83\u5f3a\u7684\u8bed\u4e49\u7406\u89e3\u8fc7\u7a0b\u3002<\/p>\n

\u5f53\u7136\uff0c\u53ef\u80fd\u8fd8\u6709\u5f88\u591a\u6211\u4eec\u4e0d\u77e5\u9053\u7684\u56e0\u7d20\u3002Sora \u7684\u6210\u529f\u4e0d\u5149\u662f\u4e00\u4e2a\u751f\u6210\u7684\u95ee\u9898\uff0c\u91cc\u9762\u5305\u62ec\u8bed\u4e49\u7406\u89e3\u3001\u6570\u636e\u6807\u6ce8\u3001\u6570\u636e\u6e05\u6d17\u3001\u5927\u89c4\u6a21\u8bad\u7ec3\u4ee5\u53ca\u5de5\u7a0b\u4f18\u5316\u7b49\u7b49\u3002\u8fd9\u4e9b\u95ee\u9898\u5982\u679c\u6ca1\u6709\u505a\u8fc7\u662f\u4e0d\u77e5\u9053\u7684\uff0c\u7531\u4e8e OpenAI \u505a\u8fc7\u5f88\u591a\u6210\u529f\u7684\u6848\u4f8b\uff0c\u6240\u4ee5\u4ed6\u4eec\u505a\u6210\u4e00\u4e2a\u65b0\u9879\u76ee\u7684\u6210\u529f\u7387\u4f1a\u66f4\u9ad8\u3002<\/p>\n

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\u6731\u519b\uff1a<\/strong>\u4e3b\u8981\u7684\u4e0d\u540c\u5728\u4e8e\uff0c\u89c6\u9891\u91cc\u9762\u5305\u542b\u5f88\u591a\u7684\u65f6\u7a7a\u4fe1\u606f\u3002\u600e\u4e48\u6293\u4f4f\u91cc\u9762\u5173\u952e\u7684\u8fd0\u52a8\u3001\u4fdd\u6301\u4f4f\u957f\u65f6\u95f4\u7684\u4e00\u81f4\u6027\uff1f\u8fd9\u662f\u5355\u5f20\u56fe\u7247\u4e0d\u4f1a\u6d89\u53ca\u5230\u7684\u3002\u4e8c\u8005\u4ece\u539f\u7406\u4e0a\u6765\u8bf4\u662f\u76f8\u901a\u7684\uff0c\u6211\u4eec\u4ece\u53bb\u5e74\u4e0b\u534a\u5e74\u5f00\u59cb\u4e5f\u4e00\u76f4\u5728\u505a\u89c6\u9891\u76f8\u5173\u7684\u5de5\u4f5c\u3002<\/p>\n

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\u6253\u9020\u901a\u7528\u591a\u6a21\u6001\uff0c\u9700\u8981\u901a\u7528\u67b6\u6784\u63d0\u4f9b\u652f\u6491<\/h4>\n

\u673a\u5668\u4e4b\u5fc3\uff1aSora \u7684\u53d1\u5e03\u8ba9\u6211\u4eec\u770b\u5230 OpenAI\u300call in AGI\u300d\u7684\u91ce\u5fc3\u3002\u4ed6\u4eec\u7684\u6280\u672f\u8def\u7ebf\u6709\u4e24\u4e2a\u5173\u952e\u70b9\uff1a\u4e00\u662f\u591a\u6a21\u6001\uff0c\u4e8c\u662f\u901a\u7528\u5316\u67b6\u6784\u3002\u751f\u6570\u79d1\u6280\u4e5f\u662f\u300c\u901a\u7528\u591a\u6a21\u6001\u8def\u7ebf\u300d\u7684\u575a\u6301\u8005\uff0c\u5728\u60a8\u770b\u6765\uff0c\u901a\u7528\u5316\u67b6\u6784\u6709\u4f55\u5fc5\u8981\u6027\uff1f<\/strong><\/p>\n

\u6731\u519b\uff1a<\/strong>\u5982\u679c\u60f3\u8ba9\u6a21\u578b\u5b9e\u73b0\u66f4\u5f3a\u7684\u901a\u7528\u6027\uff0c\u5c31\u9700\u8981\u66f4\u52a0\u901a\u7528\u7684\u6a21\u578b\u67b6\u6784\u6765\u652f\u6491\u3002\u4ee5 Sora \u4e3a\u4f8b\uff0c\u5728\u67b6\u6784\u4e0a\u5b83\u80af\u5b9a\u8981\u878d\u5408\u6587\u5b57\u548c\u89c6\u89c9\u6570\u636e\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5982\u679c\u4f60\u53ea\u505a\u89c6\u89c9\u6216\u53ea\u505a\u6587\u672c\u7684\u8bdd\uff0c\u4f60\u5728\u591a\u6a21\u6001\u7684\u4efb\u52a1\u4e0a\u5c31\u4e0d\u662f\u6700\u4f18\uff0c\u6216\u8005\u8bf4\u6709\u4e9b\u6a21\u6001\u4e0d\u80fd\u5904\u7406\u3002\u8fd9\u662f\u4e00\u4e2a\u5f88\u76f4\u63a5\u7684\u76f8\u4e92\u652f\u6491\u7684\u5173\u7cfb\u3002<\/p>\n

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\u6765\u81ea OpenAI \u7684\u542f\u53d1\uff1a<\/h4>\n

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\u5510\u5bb6\u6e1d\uff1a<\/strong>OpenAI \u6574\u4f53\u7684\u6a21\u5f0f\u662f\u671d\u7740 AGI \u7684\u76ee\u6807\uff0c\u4ece\u5e95\u5c42\u6a21\u578b\u80fd\u529b\u63d0\u5347\u7684\u5c42\u9762\u4e0d\u65ad\u5730\u5f80\u524d\u8dd1\uff0c\u6a21\u578b\u672c\u8eab\u5c31\u53ef\u4ee5\u770b\u4f5c\u662f\u4ed6\u4eec\u6700\u6838\u5fc3\u7684\u4ea7\u54c1\u3002\u636e\u8bf4 Sora \u8fd9\u4e2a\u5c0f\u7ec4\u4e5f\u5e76\u6ca1\u6709\u53bb\u8003\u8651\u592a\u591a\u5173\u4e8e\u5546\u4e1a\u548c\u4ea7\u54c1\u7684\u4e8b\u60c5\uff0c\u6240\u4ee5\u53ef\u80fd\u4ed6\u4eec\u5728\u6700\u5f00\u59cb\u7684\u65f6\u5019\u4e3b\u8981\u8fd8\u662f\u805a\u7126\u5728\u5982\u4f55\u5b9e\u73b0\u771f\u6b63\u597d\u7684\u89c6\u9891\u751f\u6210\u80fd\u529b\uff0c\u7136\u540e\u53bb\u76f8\u4fe1\u8bf4\u53ea\u8981\u6211\u6709\u8fd9\u4e48\u5f3a\u7684\u80fd\u529b\uff0c\u4e0a\u9762\u4e00\u5b9a\u80fd\u642d\u51fa\u66f4\u591a\u7684\u5546\u4e1a\u5316\u4ea7\u54c1\u3002\u5bf9\u5916\u8d4b\u80fd\u5e95\u5c42 API \u7684\u80fd\u529b\uff0c\u7136\u540e\u5728\u4e0a\u5c42\u53bb\u521b\u5efa\u4e00\u4e2a\u7e41\u8363\u7684 AI \u751f\u6001\uff0c\u662f OpenAI \u5df2\u7ecf\u9a8c\u8bc1\u6210\u529f\u7684\u4e00\u79cd\u5546\u4e1a\u6a21\u5f0f\u4e86\u3002<\/p>\n

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\u673a\u5668\u4e4b\u5fc3\uff1a\u8fd9\u5bf9\u751f\u6570\u79d1\u6280\u6709\u4ec0\u4e48\u542f\u53d1\uff1f<\/strong><\/p>\n

\u5510\u5bb6\u6e1d\uff1a<\/strong>\u9996\u5148\u662f\u89c2\u5ff5\u4e0a\u7684\u3002\u6211\u89c9\u5f97\u6211\u4eec\u5728\u8bbe\u8ba1\u4e86 Diffusion \u878d\u5408 Transformer \u8fd9\u6837\u4e00\u4e2a\u597d\u7684\u67b6\u6784\uff0c\u5e76\u4e14\u5df2\u7ecf\u770b\u5230\u5b83\u6709\u5de8\u5927\u7684\u6f5c\u529b\u7684\u60c5\u51b5\u4e0b\uff0c\u5e94\u8be5\u8981\u66f4\u6709\u6280\u672f\u4e0a\u7684\u81ea\u4fe1\u3002\u8fd9\u548c OpenAI \u53bb\u76f8\u4fe1 scale up \u662f\u7c7b\u4f3c\u7684\u3002<\/p>\n

\u7b2c\u4e8c\u70b9\u662f\uff0c\u5728\u6709\u81ea\u4fe1\u7684\u540c\u65f6\uff0c\u5982\u679c\u4f60\u8981\u53bb\u505a scale up\uff0c\u5c24\u5176\u662f\u57fa\u4e8e\u89c6\u9891\u6570\u636e\uff0c\u5c31\u8981\u53bb\u5377\u5165\u66f4\u591a\u7684\u8d44\u6e90\u3002\u56e0\u4e3a\u50cf\u6211\u4eec\u6216\u8005\u56fd\u5185\u7684\u5176\u4ed6\u521b\u4e1a\u516c\u53f8\uff0c\u5176\u5b9e\u76f8\u6bd4 OpenAI \u6240\u62e5\u6709\u7684\u8d44\u6e90\u8fd8\u662f\u5dee\u5f88\u591a\u7684\u3002\u6240\u4ee5\u6211\u4eec\u5f97\u6562\u60f3\u6562\u505a\u5730\u53bb\u5377\u5165\u66f4\u591a\u8d44\u6e90\uff0c\u548c\u66f4\u591a\u8d44\u6e90\u65b9\u53bb\u5408\u4f5c\uff0c\u8fd9\u6837\u624d\u80fd\u628a\u6280\u672f\u81ea\u4fe1\u8f6c\u53d8\u4e3a\u6280\u672f\u5b9e\u73b0\uff0c\u7136\u540e\u53d8\u6210\u4ea7\u54c1\u5b9e\u73b0\u3002<\/p>\n

\u89c6\u9891\u751f\u6210\uff1a\u751f\u6570\u7684\u8fc7\u53bb\u4e0e\u672a\u6765<\/h4>\n

\u673a\u5668\u4e4b\u5fc3\uff1a\u751f\u6570\u4e4b\u524d\u4e0a\u7ebf\u8fc7\u4e00\u4e9b\u6587\u751f\u89c6\u9891\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u4ecb\u7ecd\u4e00\u4e0b\u4e4b\u524d\u7684\u63a2\u7d22\u5de5\u4f5c\u5417\uff1f<\/strong><\/p>\n

\u5510\u5bb6\u6e1d\uff1a<\/strong>\u6211\u4eec\u7684\u6280\u672f\u63a2\u7d22\u6700\u7ec8\u662f\u4e3a\u4ea7\u54c1\u670d\u52a1\u7684\u3002\u4ece\u4ea7\u54c1\u5c42\u9762\u6765\u770b\uff0c\u6211\u4eec\u4e4b\u524d\u53d1\u5e03\u7684\u80fd\u529b\u548c\u4e1a\u754c\u662f\u5dee\u4e0d\u591a\u7684\uff0c\u5c31\u662f\u51e0\u79d2\u7684\u77ed\u89c6\u9891\u751f\u6210\u548c\u7f16\u8f91\u3002\u90a3\u4e2a\u65f6\u5019\u4e3b\u8981\u53d7\u9650\u4e8e\u7b97\u529b\u7b49\u56e0\u7d20\uff0c\u6ca1\u6709\u5229\u7528\u5df2\u6709\u7684\u67b6\u6784\u5728\u89c6\u9891\u6570\u636e\u4e0a\u53bb\u5b8c\u6210 scale up\u3002\u4ece\u4ea7\u54c1\u4f7f\u7528\u89d2\u5ea6\u6765\u770b\uff0c\u6211\u4eec\u5176\u5b9e\u770b\u5230\u8fd9\u79cd\u51e0\u79d2\u7684\u89c6\u9891\u5df2\u7ecf\u80fd\u591f\u5e2e\u7528\u6237\u53bb\u505a\u4e00\u4e9b\u521b\u610f\u7684\u5de5\u4f5c\uff0c\u5373\u4f7f\u8981\u5236\u4f5c\u957f\u89c6\u9891\uff0c\u5176\u5b9e\u4e5f\u53ef\u4ee5\u901a\u8fc7\u8bbe\u8ba1\u811a\u672c\u6765\u62fc\u63a5\u77ed\u89c6\u9891\u5b9e\u73b0\u3002<\/p>\n

\u4f46 Sora \u7684\u51fa\u73b0\u8ba9\u6211\u4eec\u770b\u5230\uff0c\u539f\u751f\u957f\u89c6\u9891\u751f\u6210\u7684\u80fd\u529b\u4e0d\u4ec5\u4ece\u5185\u5bb9\u521b\u4f5c\u7684\u89d2\u5ea6\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53bb\u8fdb\u884c\u957f\u955c\u5934\u7b49\u66f4\u52a0\u827a\u672f\u5316\u7684\u8868\u8fbe\uff0c\u4e5f\u80fd\u5916\u663e\u51fa\u4e00\u5b9a\u7684\u7269\u7406\u4e16\u754c\u7406\u89e3\u80fd\u529b\uff0c\u4f7f\u5f97\u751f\u6210\u7684\u89c6\u9891\u66f4\u52a0\u81ea\u7136\u3002\u8fd9\u4e5f\u5927\u5927\u589e\u5f3a\u4e86\u6211\u4eec\u52a0\u5927\u89c6\u9891\u751f\u6210\u7814\u53d1\u6295\u5165\u7684\u4fe1\u5fc3\u548c\u51b3\u5fc3\u3002<\/p>\n

\u6b64\u5916\uff0c\u6211\u4eec\u4e4b\u524d\u7684\u8fd9\u4e9b\u63a2\u7d22\u5176\u5b9e\u4e5f\u662f\u4e3a\u4e86\u7275\u5f15\u5185\u90e8\u7684\u4e00\u4e9b\u5de5\u7a0b\u57fa\u7840\u5efa\u8bbe\uff0c\u6bd4\u5982\u4e3a\u89c6\u9891\u6570\u636e\u7684\u6536\u96c6\u3001\u6e05\u6d17\u3001\u6807\u6ce8\u4ee5\u53ca\u6a21\u578b\u7684\u9ad8\u6548\u8bad\u7ec3\u79ef\u7d2f\u7ecf\u9a8c\u3002\u8fd9\u4e9b\u79ef\u7d2f\u548c\u6700\u63a5\u8fd1Sora\u7684\u67b6\u6784\uff0c\u4f7f\u5f97\u6211\u4eec\u5728\u505a\u957f\u89c6\u9891\u751f\u6210\u65f6\uff0c\u5bf9\u6700\u7ec8\u7684\u6548\u679c\u66f4\u52a0\u62b1\u6709\u671f\u5f85\u3002<\/p>\n

\u673a\u5668\u4e4b\u5fc3\uff1a\u636e\u60a8\u6240\u77e5\uff0cSora \u7684\u5f00\u53d1\u3001\u5e94\u7528\u6210\u672c\u6709\u591a\u9ad8\uff1f\u5982\u679c\u8981\u505a\u7c7b\u4f3c\u4ea7\u54c1\uff0c\u751f\u6570\u8981\u5982\u4f55\u5e94\u5bf9\u968f\u4e4b\u800c\u6765\u7684\u6210\u672c\u95ee\u9898\uff1f<\/strong><\/p>\n

\u5510\u5bb6\u6e1d\uff1a<\/strong>\u5c31\u5f00\u53d1\u6210\u672c\u6765\u8bf4\uff0c\u4e1a\u754c\u4f30\u8ba1\u8d44\u6e90\u6bd4\u8f83\u5145\u5206\u7684\u72b6\u6001\u9700\u8981\u8fbe\u5230\u4e07\u5361\uff08\u82f1\u4f1f\u8fbe A \u7cfb\u5217\uff09\u7684\u6c34\u5e73\u3002\u7531\u4e8e\u6211\u4eec\u4e4b\u524d\u5728\u5927\u89c4\u6a21\u8bad\u7ec3\u4e0a\u505a\u4e86\u5f88\u591a\u52a0\u901f\u7684\u5de5\u4f5c\uff0c\u6240\u4ee5\u6211\u4eec\u7684\u9700\u6c42\u5b9e\u9645\u8bc4\u4f30\u4e0b\u6765\u4f1a\u5c11\u4e00\u4e9b\u3002<\/p>\n

\u5982\u679c\u4f30\u7b97\u4e00\u4e0b Sora \u7684\u5e94\u7528\u6210\u672c\uff0c\u76ee\u524d\u751f\u6210 60 \u79d2\u7684\u9ad8\u6e05\u89c6\u9891\u5927\u6982\u9700\u8981\u51e0\u5757\u5230\u51e0\u5341\u5757\u4eba\u6c11\u5e01\u3002\u6240\u4ee5 OpenAI \u73b0\u5728\u8fd8\u6ca1\u6709\u5b8c\u5168\u653e\u51fa\u6765\u8fd9\u4e2a\u4e1c\u897f\uff0c\u4f30\u8ba1\u4e5f\u662f\u6709\u7b97\u529b\u3001\u6210\u672c\u65b9\u9762\u7684\u987e\u8651\u3002\u6b64\u5916\uff0c\u6a21\u578b\u751f\u6210\u89c6\u9891\u7684\u6210\u529f\u7387\u4e5f\u662f\u672a\u77e5\u6570\uff0c\u8fd9\u53ef\u80fd\u4e5f\u662f\u4e00\u4e2a\u987e\u8651\u3002<\/p>\n

\u8981\u964d\u4f4e\u5e94\u7528\u6210\u672c\uff0c\u80af\u5b9a\u8981\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u505a\u4e00\u4e9b\u6a21\u578b\u538b\u7f29\u7684\u5de5\u4f5c\uff0c\u5305\u62ec\u4e00\u4e9b\u5206\u5e03\u5f0f\u7684\u64cd\u4f5c \u2014\u2014 \u6bd4\u5982\u5728\u624b\u673a\u3001\u7b14\u8bb0\u672c\u7aef\u53bb\u505a\u4e00\u4e9b\u63a8\u7406\uff0c\u4e5f\u4f1a\u662f\u5927\u5bb6\u53bb\u505a\u7684\u4e00\u4e2a\u884d\u751f\u65b9\u5411\u3002\u53e6\u5916\uff0c\u67b6\u6784\u5c42\u9762\u7684\u4e00\u4e9b\u4f18\u5316\u80af\u5b9a\u4e5f\u4f1a\u6301\u7eed\u53bb\u505a\u3002\u6240\u4ee5\u5e94\u7528\u6210\u672c\u7684\u95ee\u9898\uff0c\u6211\u4eec\u89c9\u5f97\u76f8\u5bf9\u6765\u8bf4\u8fd8\u662f\u6bd4\u8f83\u4e50\u89c2\u7684\u3002<\/p>\n

\u4ec0\u4e48\u53eb\u300c\u539f\u751f\u591a\u6a21\u6001\u6a21\u578b\u300d\uff1f<\/h4>\n

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\u4e3e\u4e2a\u5177\u4f53\u7684\u4f8b\u5b50\uff0cGPT-4\u652f\u6301\u6587\u672c-\u6587\u672c\uff0cDALL\u00b7E 3\u652f\u6301\u6587\u672c-\u56fe\u50cf\uff0cGPT-4V\u53ef\u540c\u65f6\u8f93\u5165\u6587\u672c\u548c\u56fe\u50cf\uff0c\u4f46\u8f93\u51fa\u4ec5\u6587\u672c\uff0c\u5728\u5e94\u5bf9\u5f00\u653e\u7684\u89c6\u89c9\u4efb\u52a1\u65f6\uff0c\u662f\u901a\u8fc7\u8c03\u7528DALL\u00b7E 3\u6216\u8005GPT-4V\u7684\u63a5\u53e3\u6765\u5b9e\u73b0\uff0c\u800c\u539f\u751f\u7684\u6280\u672f\u8def\u7ebf\u662f\u57fa\u4e8e\u4e00\u4e2a\u5e95\u5c42\u67b6\u6784\u5b9e\u73b0\u300cGPT-4V + DALL\u00b7E 3\u300d\u7684\u7edf\u4e00\uff0c\u80fd\u5e94\u5bf9\u5e7f\u6cdb\u5f00\u653e\u57df\u7684\u6587\u672c\u548c\u89c6\u89c9\u4ea4\u4e92\u7c7b\u7684\u590d\u6742\u573a\u666f\u3002<\/p>\n

\u8fd9\u4e2a\u9886\u57df\u7684\u56fd\u5916\u73a9\u5bb6\u4e3b\u8981\u662f\u8c37\u6b4c\uff08Gemini\uff09\u548c OpenAI\uff08Sora\uff09\u3002\u56fd\u5185\u7684\u8bdd\uff0c\u6211\u4eec\u662f\u6700\u65e9\u3001\u4e5f\u53ef\u80fd\u662f\u552f\u4e00\u575a\u6301\u505a\u901a\u7528\u6027\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u516c\u53f8\u3002<\/p>\n

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Sora \u6240\u5e26\u6765\u7684\u5546\u4e1a\u673a\u9047<\/h4>\n

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\u5510\u5bb6\u6e1d\uff1a<\/strong>\u6211\u89c9\u5f97\u524d\u8005\u4e3b\u8981\u5bf9\u5e94\u7684\u662f\u6570\u5b57\u4e16\u754c\u91cc\u7684\u5185\u5bb9\u751f\u4ea7\u3002\u5728\u6570\u5b57\u4e16\u754c\u4e2d\uff0c\u6211\u4eec\u5e73\u65f6\u63a5\u89e6\u5230\u7684\u5185\u5bb9\u6d89\u53ca\u7535\u89c6\u7535\u5f71\u3001\u5e7f\u544a\u3001\u6559\u80b2\u3001\u793e\u4ea4\u5a31\u4e50\u7b49\u591a\u4e2a\u884c\u4e1a\u3002\u56e0\u4e3a\u89c6\u9891\u5f62\u6001\u5728\u6211\u4eec\u65e5\u5e38\u751f\u6d3b\u4e2d\u7528\u5f97\u592a\u591a\u4e86\uff0c\u6240\u4ee5\u5373\u4f7f\u53ea\u770b\u8ddf\u89c6\u9891\u76f8\u5173\u7684\u573a\u666f\uff0c\u5b83\u7684\u5e94\u7528\u524d\u666f\u5c31\u5df2\u7ecf\u975e\u5e38\u4e0d\u53ef\u9650\u91cf\u4e86\u3002<\/p>\n

\u5982\u679c\u5b83\u80fd\u7406\u89e3\u7269\u7406\u4e16\u754c\uff0c\u90a3\u5e94\u7528\u8303\u56f4\u5c31\u4e0d\u6b62\u5c40\u9650\u5728\u6570\u5b57\u4e16\u754c\u4e86\uff0c\u800c\u662f\u53ef\u4ee5\u548c\u7269\u7406\u4e16\u754c\u4ea7\u751f\u4ea4\u4e92\u3002\u6bd4\u5982\uff0c\u5b83\u53ef\u4ee5\u548c\u673a\u5668\u4eba\u7ed3\u5408\u5b9e\u73b0\u5177\u8eab\u667a\u80fd\uff0c\u4e5f\u53ef\u4ee5\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\uff0c\u7528\u4e8e\u6570\u5b57\u5b6a\u751f\u3002\u4e4b\u524d\u4e00\u4e2a\u4e00\u4e2a\u6784\u5efa\u5c0f\u6a21\u578b\u7684\u65b9\u6cd5\u53ef\u80fd\u6709\u5f88\u591a corner case \u7167\u987e\u4e0d\u5230\uff0c\u5982\u679c\u6a21\u578b\u771f\u80fd\u4e86\u89e3\u5230\u7269\u7406\u4e16\u754c\u7684\u89c4\u5219\uff0c\u6211\u4eec\u5c31\u80fd\u4f7f\u7528\u4e00\u4e2a\u901a\u7528\u6a21\u578b\u6765\u5904\u7406\u6240\u6709\u7684\u5173\u4e8e\u7269\u7406\u4e16\u754c\u7684\u8ba4\u77e5\u548c\u4eff\u771f\u4efb\u52a1\uff0c\u8fd9\u53ef\u80fd\u4f1a\u6781\u5927\u5730\u63a8\u52a8\u793e\u4f1a\u8fd0\u884c\u65b9\u5f0f\u7684\u8fdb\u5316\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

2023 \u5e74\u5e74\u5e95\uff0c\u5f88\u591a\u4eba\u90fd\u9884\u6d4b\uff0c\u672a\u6765\u4e00\u5e74\u5c06\u662f\u89c6\u9891\u751f\u6210\u5feb\u901f\u53d1\u5c55\u7684\u4e00\u5e74\u3002\u4f46\u51fa\u4eba\u610f\u6599\u7684\u662f\uff0c\u519c\u5386\u6625\u8282\u521a\u8fc7\uff0cOpenAI […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7023],"tags":[],"class_list":["post-415413","post","type-post","status-publish","format-standard","hentry","category-chatgpt"],"_links":{"self":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts\/415413","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/comments?post=415413"}],"version-history":[{"count":0,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts\/415413\/revisions"}],"wp:attachment":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/media?parent=415413"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/categories?post=415413"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/tags?post=415413"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}