{"id":15841,"date":"2026-10-28T07:37:38","date_gmt":"2026-10-28T07:37:38","guid":{"rendered":"https:\/\/nxhdyxdsj.com\/?p=15841"},"modified":"2026-10-28T07:37:38","modified_gmt":"2026-10-28T07:37:38","slug":"%e6%96%af%e5%9d%a6%e7%a6%8f%e7%9a%84%e7%a0%94%e7%a9%b6%ef%bc%8c%e7%ba%a2%e6%b5%b7%e7%9a%84%e7%8f%8a%e7%91%9a%ef%bc%8c%e4%b8%8e%e4%b8%80%e4%b8%aa%e4%b8%ad%e5%9b%bd%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/nxhdyxdsj.com\/?p=15841","title":{"rendered":"\u65af\u5766\u798f\u7684\u7814\u7a76\uff0c\u7ea2\u6d77\u7684\u73ca\u745a\uff0c\u4e0e\u4e00\u4e2a\u4e2d\u56fd\u6a21\u578b"},"content":{"rendered":"<p><\/p>\n<p>2026 \u5e74 9 \u6708 4 \u65e5\uff0c\u53c8\u4e00\u5e74\u67cf\u6797\u56fd\u9645\u6d88\u8d39\u7535\u5b50\u5c55 IFA \u5927\u4f1a\u5f00\u5e55\uff0c\u4f1a\u5c55\u4e2d\u5fc3\u7684\u521b\u65b0\u821e\u53f0\u5ea7\u65e0\u865a\u5e2d\u3002<\/p>\n<p>IFA 2026 \u7684\u5f00\u5e55\u4e3b\u9898\u6f14\u8bb2\u9898\u76ee\u662f\u300a\u4e2a\u4eba AI 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2.0\uff0c\u6b63\u6765\u81ea\u8682\u8681\u96c6\u56e2\u65d7\u4e0b\u7684\u5177\u8eab\u667a\u80fd\u56e2\u961f\u7075\u6ce2\u79d1\u6280\uff08Robbyant\uff09\u3002<\/strong><\/p>\n<p>\u4e09\u4e2a\u6708\u540e\u56de\u770b\uff0c\u90a3\u573a\u6f14\u793a\u53ea\u662f\u4e00\u4e2a\u5f00\u59cb\u3002<strong>\u4ece\u9ad8\u6821\u5b9e\u9a8c\u5ba4\u5230\u82af\u7247\u5382\u5546\u7684\u5f00\u53d1\u5957\u4ef6\uff0c\u4ece\u72ec\u7acb\u5f00\u53d1\u8005\u7684\u5de5\u5177\u5230\u5782\u76f4\u884c\u4e1a\u7684\u5de5\u4f5c\u6d41\uff0cLingBot\uff08\u7075\u6ce2\uff09\u7cfb\u5217\u6a21\u578b\u6b63\u5728\u8fdb\u5165\u5168\u7403\u5177\u8eab\u667a\u80fd\u7684\u6280\u672f\u5e95\u5c42\uff0c\u6210\u4e3a\u5f88\u591a\u56e2\u961f\u521b\u65b0\u7684\u8d77\u70b9\uff0c\u751a\u81f3\u8fd8\u8fdb\u5165\u4e86\u7ea2\u6d77\u73ca\u745a\u7901\u7684\u7814\u7a76\u73b0\u573a\u3002<\/strong><\/p>\n<h1 style=\"text-align: center\"><strong><em>01<\/em><\/strong><\/h1>\n<p style=\"text-align: center\"><strong>\u6210\u4e3a\u5b66\u672f\u7814\u7a76\u7684\u53c2\u8003\u57fa\u51c6<\/strong><\/p>\n<p>\u80fd\u88ab AMD 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LingBot-World v2\u3001LongLive\u3001Self-Forcing \u548c Causal Forcing\u3002\u5728\u7279\u5b9a\u7684\u5bf9\u8c61\u627e\u56de\u4e0e\u573a\u666f\u91cd\u8bbf\u6d4b\u8bd5\u4e2d\uff0cLingBot-World v2 \u5229\u7528\u5b8c\u6574\u5386\u53f2\u4fe1\u606f\u751f\u6210\u7684\u753b\u9762\uff0c\u4e0e\u76ee\u6807\u753b\u9762\u7684 DINO \u7279\u5f81\u76f8\u4f3c\u5ea6\u7ea6\u4e3a 0.68\uff0c\u5176\u4ed6\u4e09\u4e2a\u5019\u9009\u7ea6\u4e3a 0.26\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/f2\/75\/f2750857fde9171114f8abd6a4e799df.png\" \/><\/p>\n<p>\u8fd9\u4e2a\u7ed3\u679c\u76f4\u63a5\u51b3\u5b9a\u4e86\u4ed6\u4eec\u540e\u7eed\u7684\u7814\u7a76\u65b9\u5411\uff1a\u653e\u5f03\u5176\u4ed6\u5019\u9009\uff0c\u76f4\u63a5\u5728\u7075\u6ce2\u7684\u5e95\u5ea7\u4e0a\u505a\u8bb0\u5fc6\u538b\u7f29\u4f18\u5316\u3002\u6700\u7ec8\u63d0\u51fa\u7684 DeCoPrune \u65b9\u6848\uff0c\u628a\u5386\u53f2\u7f13\u5b58 token \u780d\u6389\u4e86 85%\uff0c\u751f\u6210\u901f\u5ea6\u7ffb\u4e86\u56db\u500d\u591a\u7684\u60c5\u51b5\u4e0b\uff0c\u753b\u9762\u76f8\u4f3c\u5ea6\u8fd8\u80fd\u4fdd\u4f4f 0.67\u3002<\/p>\n<p><strong>\u7c7b\u4f3c\u7684\u6545\u4e8b\uff0c\u5728\u5177\u8eab\u667a\u80fd\u8bba\u6587\u91cc\u53cd\u590d\u51fa\u73b0\u3002<\/strong><\/p>\n<p>\u65af\u5766\u798f\u5927\u5b66\u89c6\u89c9\u4e0e\u5b66\u4e60\u5b9e\u9a8c\u5ba4 10 \u6708\u53d1\u5e03\u7684 OpenWAM \u9879\u76ee\uff0c\u521d\u8877\u662f\u7ed9\u4e16\u754c &#8211; \u52a8\u4f5c\u6a21\u578b\uff08World-Action Model\uff09\u505a\u4e00\u5957\u7edf\u4e00\u7684\u5bf9\u6bd4\u6846\u67b6\u3002\u8fc7\u53bb\u5404\u5bb6\u6a21\u578b\u5404\u5199\u5404\u7684\u4ee3\u7801\uff0c\u67b6\u6784\u4e0d\u517c\u5bb9\u3001\u63a5\u53e3\u4e0d\u7edf\u4e00\uff0c\u60f3\u6bd4\u4e2a\u4f18\u52a3\u5f97\u5148\u91cd\u5199\u534a\u5957\u73af\u5883\u3002\u4ed6\u4eec\u627e\u4e86\u4e00\u5708\u73b0\u6210\u7684\u5b9e\u73b0\uff0c\u6700\u540e\u628a LingBot-VA \u7684 Transformer 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center\"><strong>\u5f00\u6e90\u793e\u533a\uff1a\u5168\u7403\u5f00\u53d1\u8005\u7684\u4e8c\u6b21\u521b\u9020<\/strong><\/p>\n<p><strong>\u80fd\u88ab\u5b66\u672f\u5708\u4f7f\u7528\uff0c\u4f9d\u7136\u8fd8\u662f\u5c0f\u5708\u5b50\u91cc\u6781\u5177\u95e8\u69db\u7684\u4e8b\uff0c\u5168\u7403\u5f00\u53d1\u8005\u7684\u4e8c\u6b21\u521b\u9020\uff0c\u4e3a\u5f00\u6e90\u4ea7\u54c1\u5e26\u6765\u4e86\u7b2c\u4e8c\u6b21\u751f\u547d\u3002<\/strong><\/p>\n<p>LingBot-World 2.0 \u9664\u4e86 14B \u7684\u5b8c\u6574\u7248\uff0c\u8fd8\u5f00\u6e90\u4e86\u4e00\u4e2a\u9762\u5411\u666e\u901a\u5f00\u53d1\u8005\u7684 1.3B \u5feb\u901f\u7248\uff0c\u9762\u5411\u666e\u901a\u5f00\u53d1\u8005\u3002\u5f88\u5feb\u5c31\u6709\u4eba\u62ff\u53bb\u8bd5\u624b\u3002<\/p>\n<p>\u7231\u6c99\u5c3c\u4e9a\u7684\u72ec\u7acb\u5f00\u53d1\u8005 Kaarel Kaarelson\uff0c\u5c31\u662f\u6700\u65e9\u628a\u7075\u6ce2\u7684\u6027\u80fd\u6f5c\u529b\u69a8\u5e72\u7ed9\u6240\u6709\u4eba\u770b\u7684\u4eba\u4e4b\u4e00\u3002\u4ed6\u5728\u751f\u6210\u5f0f AI \u5708\u91cc\u5c0f\u6709\u540d\u6c14\uff0c\u64c5\u957f\u7ed9\u5f00\u6e90\u6a21\u578b\u505a\u63a8\u7406\u4f18\u5316\uff0c\u522b\u4eba\u8dd1\u4e0d\u52a8\u7684\u6a21\u578b\uff0c\u5230\u4ed6\u624b\u91cc\u603b\u80fd\u5feb\u4e0a\u4e00\u622a\u3002<\/p>\n<p>9 \u6708\uff0c\u4ed6\u62ff\u5230 LingBot-World 2.0 \u7684 1.3B \u7248\u672c\u4ee3\u7801\u540e\uff0c\u4e00\u5934\u624e\u4e86\u8fdb\u53bb\u3002\u4ed6\u5148\u5728\u4e91\u5e73\u53f0\u79df\u4e86\u4e00\u5f20 RTX 5090\uff0c32GB \u663e\u5b58\uff0c\u8dd1\u5b98\u65b9\u7684 1.3B \u7248\u672c\u3002\u5728\u4ed6\u7684\u8bbe\u7f6e\u4e0b\uff0c\u539f\u59cb\u5b9e\u73b0\u751f\u6210\u4e00\u79d2\u949f\u300116 \u5e27\u7684\u89c6\u9891\u9700\u8981 2.68 \u79d2\u3002\u7528\u6237\u6301\u7eed\u79fb\u52a8\u65f6\uff0c\u753b\u9762\u751f\u6210\u8d76\u4e0d\u4e0a\u64ad\u653e\u3002<\/p>\n<p>\u4e8e\u662f\uff0c\u63a5\u4e0b\u6765\u6574\u6574\u4e24\u5468\uff0c\u4ed6\u4ece\u628a VAE \u7cbe\u5ea6\u4ece FP32 \u964d\u5230 FP16 \u5f00\u59cb\uff0c\u66ff\u6362\u6ce8\u610f\u529b\u7b97\u5b50\u4e3a SageAttention\uff0c\u7ebf\u6027\u5c42\u505a FP8 \u884c\u5f0f\u91cf\u5316\uff0c\u7528 torch.compile \u628a\u5341\u51e0\u5f20\u8ba1\u7b97\u56fe\u5408\u5e76\u6210\u4e00\u5f20\uff0c\u518d\u628a\u5c42\u95f4\u7684 CPU-GPU \u540c\u6b65\u4ece 110 \u6b21\u780d\u5230 2 \u6b21\uff0c\u6700\u540e\u505a\u7b97\u5b50\u878d\u5408\u3002<\/p>\n<p>\u6bcf\u6539\u4e00\u6b65\uff0c\u4ed6\u5c31\u8bb0\u4e00\u7ec4\u8017\u65f6\uff0c\u8fde\u6bcf\u4e2a\u7b97\u5b50\u79bb\u786c\u4ef6\u7406\u8bba\u5cf0\u503c\u5dee\u591a\u5c11\u90fd\u7b97\u5f97\u6e05\u6e05\u695a\u695a\u3002<\/p>\n<p>\u6700\u7ec8\u7ed3\u679c\u51fa\u6765\u7684\u65f6\u5019\uff0c\u8fde\u4ed6\u81ea\u5df1\u90fd\u610f\u5916\uff1a\u540c\u4e00\u5f20\u663e\u5361\uff0c\u539f\u7248 6 \u5e27\u6bcf\u79d2\uff0c\u4ed6\u4f18\u5316\u5b8c\u8dd1\u5230\u4e86 16.1 \u5e27\uff0c\u901f\u5ea6\u7ffb\u4e86 2.7 \u500d\uff0c\u753b\u8d28\u51e0\u4e4e\u65e0\u635f\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/10\/fe\/10fedae609a94b59b270d371fbffc64a.png\" \/><\/p>\n<p>\u4ed6\u628a\u5bf9\u6bd4\u89c6\u9891\u548c\u4ee3\u7801\u4e00\u8d77\u653e\u5230 GitHub \u548c X \u4e0a\u3002\u5de6\u8fb9\u662f\u539f\u7248\u5361\u987f\u7684\u9f99\u7a74\u573a\u666f\uff0c\u53f3\u8fb9\u662f\u4e1d\u6ed1\u6d41\u7545\u7684 16 \u5e27\u7248\u672c\u3002\u90a3\u6761\u5e16\u5b50\u5f88\u5feb\u5728\u5708\u5b50\u91cc\u4f20\u4e86\u8d77\u6765\u3002\u79d1\u6280\u5a92\u4f53 Prismix \u4e13\u95e8\u5199\u4e86\u62a5\u9053\uff0c\u8ba4\u4e3a\u5b83\u5728\u52a8\u6001\u6a21\u62df\u4e0a\u5df2\u7ecf\u8d85\u8fc7\u4e86\u95ed\u6e90\u7684 Genie 3\u3002<\/p>\n<p>Mac \u7528\u6237\u7fa4\u4f53\u4e5f\u6ca1\u6709\u7f3a\u5e2d\u3002PandacatAI \u5b8c\u6210\u4e86\u66f4\u5e95\u5c42\u7684 MPS \u540e\u7aef\u79fb\u690d\uff0c\u7528 M4 Pro\u300148GB \u7edf\u4e00\u5185\u5b58\uff0c\u914d\u4e0a 8 \u4f4d\u91cf\u5316\u7684\u6587\u672c\u7f16\u7801\u5668\u548c\u78c1\u76d8\u63d0\u793a\u8bcd\u7f13\u5b58\uff0c\u8ba9 Mac \u7528\u6237\u4e5f\u80fd\u7528 LingBot-World \u672c\u5730\u751f\u6210\u4e16\u754c\u3002<\/p>\n<p>\u5f00\u53d1\u8005 Don Allen III \u5219\u4e3a LingBot-Map \u505a\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684 Mac \u684c\u9762\u5c01\u88c5\uff1a\u7528\u6237\u628a\u89c6\u9891\u62d6\u8fdb\u7a97\u53e3\uff0c\u5c31\u80fd\u5728\u672c\u5730\u751f\u6210\u4e09\u7ef4\u70b9\u4e91\u3002\u5168\u7a0b\u53ef\u89c6\u5316\u8fdb\u5ea6\uff0c\u6700\u7ec8\u5bfc\u51fa\u70b9\u4e91\u6587\u4ef6\u3002<\/p>\n<p><strong>\u5f00\u53d1\u8005\u7684\u70ed\u60c5\u6512\u5230\u4e00\u5b9a\u7a0b\u5ea6\uff0c\u4ea7\u4e1a\u7aef\u7684\u5b98\u65b9\u4e3b\u52a8\u9002\u914d\u5c31\u6210\u4e86\u6c34\u5230\u6e20\u6210\u7684\u4e8b\u3002<\/strong><\/p>\n<h1 style=\"text-align: center\"><strong><em>03<\/em><\/strong><\/h1>\n<p style=\"text-align: center\"><strong>\u4ea7\u4e1a\u751f\u6001\uff1a\u5bbf\u654c\u4e4b\u95f4\u7684\u9ed8\u5951<\/strong><\/p>\n<p><strong>\u8981\u4e86\u89e3\u5408\u4f5c\u4f19\u4f34\u4eec\u7a76\u7adf\u5982\u4f55\u770b\u5f85\u7075\u6ce2\uff0c\u82f1\u4f1f\u8fbe\u4e0e AMD \u8fd9\u5bf9\u5bbf\u654c\u7684\u9ed8\u5951\uff0c\u6216\u8bb8\u662f\u6700\u597d\u7684\u4f8b\u8bc1\u3002<\/strong><\/p>\n<p>\u719f\u6089 AI \u786c\u4ef6\u5708\u7684\u4eba\u90fd\u77e5\u9053\uff0c\u4e24\u5bb6\u7684\u751f\u6001\u5411\u6765\u662f\u72ec\u7acb\u53d1\u5c55\u7684\uff0c\u5c24\u5176\u662f\u4e16\u754c\u6a21\u578b\uff0c\u4e24\u5bb6\u90fd\u4f1a\u4f18\u5148\u63a8\u81ea\u5bb6\u6295\u8d44\u6216\u8005\u5408\u4f5c\u7684\u6a21\u578b\uff1a\u82f1\u4f1f\u8fbe\u6709\u81ea\u7814\u7684 Cosmos \u7cfb\u5217\uff1bAMD \u5219\u5728\u6295\u8d44\u4e86 World Labs \u540e\uff0c\u53cc\u65b9\u5b98\u5ba3\u5f00\u5c55\u6280\u672f\u548c go-to-market \u5408\u4f5c\uff0c\u82cf\u59ff\u4e30\u4e0e\u674e\u98de\u98de\u66f4\u662f\u5728\u591a\u4e2a\u516c\u5f00\u573a\u5408\u4e92\u76f8\u80cc\u4e66\u3002<\/p>\n<p><strong>\u7075\u6ce2\u662f\u5c11\u6709\u7684\u4f8b\u5916\u3002<\/strong><\/p>\n<p>NVIDIA \u5728\u5176\u5f00\u6e90\u9ad8\u6027\u80fd\u63a8\u7406\u5e93 FlashDreams \u4e2d\uff0c\u5c06 LingBot-World \u4e0e\u81ea\u5bb6\u7684 OmniDreams \u5e76\u5217\uff0c\u4f5c\u4e3a\u4e09\u5927\u5b98\u65b9\u96c6\u6210\u6a21\u578b\u4e4b\u4e00\uff0c\u4e13\u95e8\u63d0\u4f9b\u76f8\u673a\u63a7\u5236\u7684\u56fe\u50cf\u8f6c\u89c6\u9891\u670d\u52a1\u3002\u5728 SANA-WM \u7684\u7814\u7a76\u8bba\u6587\u4e2d\uff0c\u82f1\u4f1f\u8fbe\u66f4\u662f\u76f4\u63a5\u5c06 LingBot-World \u79f0\u4e3a\u300c\u5927\u89c4\u6a21\u5de5\u4e1a\u7ea7\u57fa\u7ebf\u300d\uff0c\u7528\u5b83\u6765\u8861\u91cf\u81ea\u5bb6\u65b0\u6a21\u578b\u7684\u8d28\u91cf\u6c34\u5e73\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/37\/96\/3796ed35580020a37d228862f705b83d.png\" \/><\/p>\n<p>\u53e6\u4e00\u8fb9\uff0cAMD \u4e0d\u4ec5\u5728 IFA 2026 \u8fd9\u6837\u7ea7\u522b\u7684\u6d88\u8d39\u7535\u5b50\u76db\u4f1a\u4e0a\u7528 LingBot-World 2.0 \u6f14\u793a\u300c\u4e2a\u4eba AI \u7684\u672a\u6765\u300d\uff0c\u5176 ROCm \u8f6f\u4ef6\u751f\u6001\u4e5f\u5728\u8ddf\u8fdb Micro-World \u7cfb\u5217\u7684\u4f18\u5316\uff0c\u5e76\u516c\u5f00\u8bc4\u6d4b\u4e2d\u8ba4\u53ef LingBot-World-V2-1.3B \u7684 WBench \u8d28\u91cf\u5206\u8fbe\u5230 81.22\uff0c\u4f4d\u5c45\u540c\u7c7b\u7b2c\u4e00\u3002<\/p>\n<p>\u82af\u7247\u5382\u5546\u4e4b\u5916\uff0c\u5de5\u5177\u94fe\u7684\u8ddf\u8fdb\u540c\u6837\u8fc5\u901f\u3002<\/p>\n<p><strong>\u63a8\u7406\u6846\u67b6\u5c42\u9762\uff0c<\/strong>SGLang \u5ba3\u5e03\u5bf9 LingBot-World 2.0 \u63d0\u4f9b Day 0 Support\uff0c\u6210\u4e3a\u5b98\u65b9\u9996\u53d1\u7684\u63a8\u7406\u52a0\u901f\u65b9\u6848\uff1bvLLM-Omni \u968f\u540e\u4e5f\u76f8\u7ee7\u5408\u5165\u4e86\u89c6\u9891\u751f\u6210\u4e0e\u5b9e\u65f6\u4e16\u754c\u4f1a\u8bdd\u7684\u652f\u6301\u3002Hugging Face \u65d7\u4e0b\u7684\u673a\u5668\u4eba\u5f00\u53d1\u5e73\u53f0 LeRobot\uff0c\u66f4\u662f\u5c06 LingBot-VA \u7eb3\u5165 v0.6.0 \u6838\u5fc3\u7248\u672c\uff0c\u4f5c\u4e3a\u5b98\u65b9\u63a8\u8350\u7684\u4e16\u754c\u52a8\u4f5c\u6a21\u578b\u7b56\u7565\u4e4b\u4e00\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/bc\/6e\/bc6ea47a06493f953e56d0ae2faaa733.png\" \/><\/p>\n<p>\u89c6\u89c9\u5f00\u53d1\u8005\u719f\u6089\u7684 timm \u6a21\u578b\u5e93\uff0c\u4e5f\u5728 2026 \u5e74 8 \u6708\u6b63\u5f0f\u6536\u5f55\u4e86 LingBot-Vision\u3002\u4ece\u6b64\uff0c\u5168\u7403\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u7a0b\u5e08\u53ea\u9700\u4e00\u884c\u4ee3\u7801\uff0c\u5c31\u80fd\u52a0\u8f7d\u7075\u6ce2\u7684\u89c6\u89c9\u9aa8\u5e72\u7f51\u7edc\u6765\u505a\u8fc1\u79fb\u5b66\u4e60\u3002<\/p>\n<p><strong>\u4e91\u5382\u5546\u4e5f\u6ca1\u843d\u4e0b\u3002<\/strong>AWS Labs \u7684\u5f00\u6e90\u4e16\u754c\u6a21\u578b\u90e8\u7f72\u9879\u76ee\uff0c\u76f4\u63a5\u628a LingBot-World-Fast \u8bbe\u4e3a\u9ed8\u8ba4\u7684 EC2 \u90e8\u7f72\u8def\u5f84\uff0c\u5e76\u6574\u7406\u597d\u4e86\u4ece\u73af\u5883\u5230\u670d\u52a1\u7684\u5168\u5957\u6d41\u7a0b\u3002\u5f88\u591a\u5f00\u53d1\u8005\u7b2c\u4e00\u6b21\u5728\u4e91\u4e0a\u90e8\u7f72\u4e16\u754c\u6a21\u578b\uff0c\u7b2c\u4e00\u4e2a\u63a5\u89e6\u5230\u7684\u9009\u9879\u53ef\u80fd\u5c31\u662f\u7075\u6ce2\u3002<\/p>\n<p>\u4ece\u4e91\u7aef\u90e8\u7f72\u5230\u7aef\u4fa7\u82af\u7247\uff0c\u4ece\u8bad\u7ec3\u6846\u67b6\u5230\u63a8\u7406 runtime\uff0c\u4e00\u6761\u56f4\u7ed5 LingBot \u7684\u5b8c\u6574\u4ea7\u4e1a\u5de5\u5177\u94fe\u6b63\u5728\u81ea\u53d1\u5f62\u6210\u3002<\/p>\n<h1 style=\"text-align: center\"><strong><em>04<\/em><\/strong><\/h1>\n<p style=\"text-align: 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