{"id":38396,"date":"2025-02-15T17:00:52","date_gmt":"2025-02-15T09:00:52","guid":{"rendered":"https:\/\/17aitech.com\/?p=38396"},"modified":"2025-02-15T17:00:52","modified_gmt":"2025-02-15T09:00:52","slug":"100%e5%a4%a9%e5%90%8e%ef%bc%8c%e9%98%b6%e8%b7%83%e6%98%9f%e8%be%b0%e4%ba%a4%e5%87%ba%e4%ba%86%e7%ac%ac%e4%ba%8c%e4%bb%bd%e7%ad%94%e5%8d%b7","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38396","title":{"rendered":"100\u5929\u540e\uff0c\u9636\u8dc3\u661f\u8fb0\u4ea4\u51fa\u4e86\u7b2c\u4e8c\u4efd\u7b54\u5377"},"content":{"rendered":"

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\u53e6\u5916\u4e94\u5bb6\u5206\u522b\u662f\u6708\u4e4b\u6697\u9762\u3001\u667a\u8c31\u3001MiniMax\u3001\u767e\u5ddd\u3001\u96f6\u4e00\u4e07\u7269\u3002<\/p>\n

\u5f53\u65f6\u96f7\u5cf0\u7f51\u5c31\u62a5\u9053\u8fc7\uff0c\u9636\u8dc3\u661f\u8fb0\u7ed9\u5916\u754c\u7684\u7b2c\u4e00\u5370\u8c61\u662f\u4f4e\u8c03\u3001\u795e\u79d8\uff0c\u867d\u7136\u65e9\u5728 2023 \u5e74\u5c31\u6210\u7acb\uff0c\u4f46\u51fa\u73b0\u5728\u516c\u4f17\u89c6\u91ce\u7684\u4e5f\u53ea\u6709\u5fae\u8f6f\u51fa\u8eab\u7684 CEO \u59dc\u5927\u6615\uff0c\u5bf9\u4e8e\u56e2\u961f\u6838\u5fc3\u6210\u5458\u3001\u6280\u672f\u8fdb\u5c55\u3001\u4ea7\u54c1\u7814\u53d1\u7b49\u4fe1\u606f\uff0c\u5916\u754c\u4e00\u6982\u4e0d\u77e5\u3002\u76f4\u5230\u4e34\u8fd1\u4e00\u5468\u5e74\u4e4b\u9645\uff0c\u6b63\u5f0f\u63d0\u4ea4\u7b2c\u4e00\u4efd\u6210\u7ee9\u5355\u7684\u65f6\u5019\uff0c\u4e00\u5207\u624d\u6d6e\u51fa\u6c34\u9762\u3002<\/p>\n

\u5f53\u7136\uff0c\u8fd9\u4e00\u4efd\u6210\u7ee9\u5f88\u662f\u4eae\u773c\uff0c\u4e00\u4e3e\u5c06\u56fd\u5185\u5927\u6a21\u578b\u5377\u5230\u4e07\u4ebf\u53c2\u6570\u8d5b\u9053\uff08\u9884\u89c8\u7248\uff09\u3002\u53ef\u5373\u4fbf\u5982\u6b64\uff0c\u9636\u8dc3\u661f\u8fb0\u4f9d\u65e7\u4f4e\u8c03\u3002<\/p>\n

\u8fdb\u5165 2024 \u5e74\u4ee5\u6765\uff0c\u5927\u6a21\u578b\u884c\u4e1a\u7684\u70ed\u95f9\u660e\u663e\u66f4\u4e3a\u591a\u6837\u5316\uff0c\u5927\u6a21\u578b\u843d\u5730\u5e94\u7528\u7684\u4e3b\u65cb\u5f8b\u4e0b\uff0c\u884c\u4e1a\u6a21\u578b\u3001\u7aef\u4fa7\u6a21\u578b\u53d8\u70ed\uff1b\u4e16\u754c\u6a21\u62df\u5668 Sora \u7684\u4eae\u76f8\uff0c\u5f15\u7206\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u6d41\u884c\uff1b\u8d70\u5f97\u66f4\u65e9\u66f4\u9760\u524d\u7684 OpenAI \u8fdf\u8fdf\u6ca1\u6709\u5c06 GPT-5 \u516c\u4e4b\u4e8e\u4f17\uff0c\u53d1\u5e03\u7684 GPT-4o\uff0c\u867d\u7136\u6709\u5f3a\u5927\u4ea4\u4e92\u80fd\u529b\uff0c\u4f46\u4e5f\u672a\u80fd\u5316\u89e3\u5927\u4f17\u5bf9\u5176\u6280\u672f\u8fdb\u5316\u901f\u5ea6\u653e\u7f13\u7684\u8d28\u7591\u3001\u5931\u671b\u2026\u2026<\/p>\n

\u56f4\u7ed5\u300c\u6280\u672f\u4fe1\u4ef0\u6d3e\u300dVS\u300c\u5e02\u573a\u4fe1\u4ef0\u6d3e\u300d\u3001\u300c\u6a21\u578b\u505a\u5927\u300dVS\u300c\u6a21\u578b\u505a\u5c0f\u300d\u3001\u300cScaling Law \u662f\u4e0d\u662f\u7b2c\u4e00\u6027\u539f\u7406\u300d\u7b49\u8bdd\u9898\uff0c\u5404\u8def\u5927\u5112\u300c\u8fa9\u7ecf\u300d\u4e0d\u6b62\u2026\u2026<\/p>\n

\u4ed4\u7ec6\u770b\uff0c\u9636\u8dc3\u661f\u8fb0\u7684\u58f0\u97f3\u4f3c\u4e4e\u5f88\u5c11\u3002<\/p>\n

\u4e3a\u6b64\uff0c\u5f53\u96f7\u5cf0\u7f51(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span>\u5f97\u77e5\u9636\u8dc3\u661f\u8fb0\u4e5f\u5c06\u51fa\u5e2d\u6b64\u6b21\u7684 WAIC \u65f6\uff0c\u5145\u6ee1\u671f\u5f85\u3001\u597d\u5947\uff0c\u5e0c\u671b\u63a2\u7a76\u4e00\u4e0b\u9636\u8dc3\u661f\u8fb0\u662f\u5982\u4f55\u770b\u5f85\u5f53\u4e0b\u5173\u4e8e AGI \u7684\u5404\u79cd\u5171\u8bc6\u4e0e\u975e\u5171\u8bc6\u95ee\u9898\u3002<\/p>\n

\u4e0d\u8fc7\u6ca1\u60f3\u5230\u7684\u662f\uff0c\u8fd9\u6b21\u300c\u501f\u7740\u300d WAIC \u7684\u573a\u5b50\uff0c\u9636\u8dc3\u661f\u8fb0\u53c8\u4ea4\u51fa\u4e86\u7b2c\u4e8c\u4efd\u7b54\u5377\u2014\u2014\u53d1\u5e03 Step-2 \u4e07\u4ebf MoE \u8bed\u8a00\u5927\u6a21\u578b\u6b63\u5f0f\u7248\u3001Step-1.5V \u591a\u6a21\u6001\u5927\u6a21\u578b\u3001Step-1X \u56fe\u50cf\u751f\u6210\u5927\u6a21\u578b\u3002<\/p>\n

\u800c\u6b64\u6b21\u7684\u4ea7\u54c1\u5347\u7ea7\uff0c\u8ddd\u79bb\u4e0a\u6b21\u4ec5\u4ec5\u8fc7\u53bb 100 \u5929\u3002<\/p>\n

\u5c06\u56fd\u5185\u5927\u6a21\u578b\u5347\u7ea7\u5230\u300c\u4e07\u4ebf\u53c2\u6570\u65f6\u4ee3\u300d\u7684Step-2\u957f\u5565\u6837<\/span><\/strong><\/p>\n

3 \u4e2a\u591a\u6708\u524d\uff0c\u5f53\u9636\u8dc3\u661f\u8fb0\u5ba3\u5e03 Step-2 \u4e07\u4ebf\u53c2\u6570 MoE \u8bed\u8a00\u5927\u6a21\u578b\u9884\u89c8\u7248\u7684\u65f6\u5019\uff0c\u5927\u5bb6\u5f88\u662f\u597d\u5947\uff0c\u60f3\u4e00\u89c8\u5176\u771f\u5b9e\u9762\u76ee\u3002\u800c\u4eca\u5929\uff0c\u5728 WAIC \u5927\u4f1a\u73b0\u573a\uff0c\u540a\u8db3\u4e86\u5927\u5bb6\u80c3\u53e3\u7684 Step-2 \u4e07\u4ebf\u53c2\u6570 MoE \u8bed\u8a00\u5927\u6a21\u578b\u6b63\u5f0f\u7248\u4eae\u76f8\u4e86\uff0c\u5b83\u91c7\u7528\u5f53\u524d\u70ed\u95e8\u7684 MoE \uff08Mixture of Experts\uff09\u67b6\u6784\uff0c\u53c8\u79f0\u300c\u6df7\u5408\u4e13\u5bb6\u300d\uff0c\u662f\u4e00\u79cd\u6a21\u5757\u5316\u7684\u7a00\u758f\u6fc0\u6d3b\uff0c\u53ef\u4ee5\u8ba9\u6a21\u578b\u5728\u589e\u5927\u53c2\u6570\u89c4\u6a21\u7684\u540c\u65f6\uff0c\u8ba1\u7b97\u6210\u672c\u8fdc\u4f4e\u4e8e\u76f8\u540c\u53c2\u6570\u89c4\u6a21\u4e0b\u7684\u7a20\u5bc6\u6a21\u578b\uff0c\u5b9e\u73b0\u9ad8\u6548\u8bad\u7ec3\u3002<\/p>\n

\u76ee\u524d\uff0c\u5728\u901a\u5f80 AGI \u7684\u9053\u8def\u4e0a\uff0c\u4e1a\u754c\u5927\u591a\u6570\u4eba\u575a\u4fe1 Scaling Law \u5b9a\u5f8b\u2014\u2014\u6a21\u578b\u8d8a\u5927\uff0c\u6027\u80fd\u8d8a\u5f3a\uff0c\u9636\u8dc3\u661f\u8fb0\u4e5f\u662f\u5176\u4e2d\u4e00\u5bb6\u3002\u4f46\u662f\u73b0\u5b9e\u95ee\u9898\u662f\uff0c\u6a21\u578b\u7684\u5347\u7ea7\u8fed\u4ee3\u79bb\u4e0d\u5f00\u7b97\u529b\u7684\u652f\u6491\uff0c\u800c\u7b97\u529b\u7684\u4e0d\u8db3\u548c\u532e\u4e4f\uff0c\u663e\u7136\u662f\u5f53\u4e0b\u4e1a\u754c\u4e3a\u6570\u4e0d\u591a\u7684\u5171\u8bc6\u4e4b\u4e00\u3002<\/p>\n

\u56e0\u6b64\uff0c\u5728\u610f\u8bc6\u5230 MoE \u53ef\u4ee5\u89e3\u51b3\u8fd9\u4e00\u96be\u9898\u65f6\uff0c\u4e00\u4e9b\u5927\u6a21\u578b\u4ece\u4e1a\u8005\u76f8\u7ee7\u63a8\u51fa\u57fa\u4e8e MoE \u67b6\u6784\u7684\u5927\u6a21\u578b\uff0c\u6bd4\u5982\u56fd\u5916\u7684Mistral AI\u3001 xAI\uff0c\u56fd\u5185\u7684 MiniMax\u3001\u5143\u8c61\u79d1\u6280\u3001DeepSeek AI\u3001\u9636\u8dc3\u661f\u8fb0\u7b49\u3002\u800c\u9636\u8dc3\u661f\u8fb0\u662f\u5176\u4e2d\u5c11\u6709\u7684\u3001\u65e9\u65e9\u5c06 MoE \u67b6\u6784\u7528\u5728\u4e07\u4ebf\u53c2\u6570\u89c4\u6a21\u5927\u6a21\u578b\u7684\u73a9\u5bb6\u3002<\/p>\n

\u59dc\u5927\u6615\u544a\u8bc9\u96f7\u5cf0\u7f51\uff0c\u9636\u8dc3\u661f\u8fb0\u5728\u5b8c\u6210 Step \u7cfb\u5217\u5343\u4ebf\u6a21\u578b\u7684\u8bad\u7ec3\u540e\uff0c\u5c31\u5f00\u59cb\u5f00\u59cb\u8bad\u7ec3\u4e07\u4ebf\u6a21\u578b\u3002\u800c\u60f3\u628a\u6a21\u578b\u53c2\u6570\u6269\u5927\u5230\u4e07\u4ebf\u7684\u8bdd\uff0cMoE \u51e0\u4e4e\u662f\u4e00\u4e2a\u5fc5\u9009\u9879\u3002\u300c\u5c31\u50cf\u505a\u79d1\u7814\u6216\u8005\u505a\u5de5\u7a0b\uff0c\u5f88\u591a\u51b3\u7b56\u5c31\u662f\u5404\u4e2a\u7ef4\u5ea6\u4e4b\u95f4\u7684\u6700\u4f73\u5e73\u8861\uff0cMoE \u4e5f\u662f\u5728\u6027\u80fd\u3001\u53c2\u6570\u91cf\u3001\u8bad\u7ec3\u6210\u672c\u3001\u63a8\u7406\u6210\u672c\u8fd9\u4e9b\u7ef4\u5ea6\u6743\u8861\u4e0b\u7684\u6700\u4f73\u9009\u62e9\u3002\u300d<\/p>\n

\u800c\u5728\u8bbe\u8ba1 Step-2 MoE \u67b6\u6784\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9636\u8dc3\u661f\u8fb0\u8fd8\u5bf9\u7b97\u6cd5\u67b6\u6784\u8fdb\u884c\u4e86\u521b\u65b0\u3002<\/p>\n

\u5177\u4f53\u800c\u8a00\uff0c\u5f53\u524d MoE \u6a21\u578b\u7684\u8bad\u7ec3\u65b9\u5f0f\u4e3b\u8981\u6709\u4e24\u79cd\uff0c\u4e00\u79cd\u662f\u57fa\u4e8e\u5df2\u6709\u6a21\u578b\u901a\u8fc7 upcycle\uff08\u5411\u4e0a\u590d\u7528\uff09\u5f00\u59cb\u8bad\u7ec3\uff0c\u5373\u5c06\u4e00\u4e2a\u5df2\u7ecf\u8bad\u7ec3\u597d\u7684\u5927\u6a21\u578b\u7684\u524d\u9988\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u590d\u5236\u82e5\u5e72\u4efd\uff0c\u6bcf\u4e00\u4efd\u4f5c\u4e3a\u4e00\u4e2a expert\uff08\u4e13\u5bb6\uff09\uff0c\u7ec4\u5408\u540e\u5c31\u53ef\u4ee5\u628a\u4e00\u4e2a\u975e MoE \u6a21\u578b\u53d8\u6210 MoE \u6a21\u578b\uff0c\u53c2\u6570\u91cf\u589e\u5927\u7684\u540c\u65f6\uff0c\u7b97\u529b\u9700\u6c42\u4f1a\u5c0f\u51e0\u4e2a\u91cf\u7ea7\uff0c\u8bad\u7ec3\u6548\u7387\u9ad8\u3002\u4f46\u5f0a\u7aef\u662f\u4e0a\u9650\u4f4e\uff0c\u57fa\u4e8e\u62f7\u8d1d\u590d\u5236\u5f97\u5230\u7684 MoE \u6a21\u578b\u5bb9\u6613\u9020\u6210\u4e13\u5bb6\u540c\u8d28\u5316\u4e25\u91cd\u3002<\/p>\n

\u53e6\u4e00\u79cd\u662f\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\uff0c\u5f88\u663e\u7136\uff0c\u7f3a\u70b9\u5728\u4e8e\u8bad\u7ec3\u96be\u5ea6\u9ad8\uff0c\u4f46\u4f18\u52bf\u662f\u80fd\u591f\u83b7\u5f97\u66f4\u9ad8\u7684\u6a21\u578b\u4e0a\u9650\u3002<\/p>\n

\u800c\u9636\u8dc3\u661f\u8fb0\u7684\u9009\u62e9\u662f\u5b8c\u5168\u81ea\u4e3b\u7814\u53d1\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\uff0c\u901a\u8fc7\u90e8\u5206\u4e13\u5bb6\u5171\u4eab\u53c2\u6570\u3001\u5f02\u6784\u5316\u4e13\u5bb6\u8bbe\u8ba1\u7b49\u521b\u65b0 MoE \u67b6\u6784\u8bbe\u8ba1\uff0c\u8ba9 Step-2 \u4e2d\u7684\u6bcf\u4e2a\u201c\u4e13\u5bb6\u6a21\u578b\u201d\u90fd\u5f97\u5230\u5145\u5206\u8bad\u7ec3\u3002\u7ed3\u679c\u5c31\u662f\u4e0d\u4ec5\u603b\u53c2\u6570\u91cf\u8fbe\u5230\u4e86\u4e07\u4ebf\u7ea7\u522b\uff0c\u6bcf\u6b21\u8bad\u7ec3\u6216\u63a8\u7406\u6240\u6fc0\u6d3b\u7684\u53c2\u6570\u91cf\u4e5f\u8d85\u8fc7\u4e86\u5f53\u524d\u5e02\u9762\u4e0a\u7684\u5927\u90e8\u5206 Dense \u6a21\u578b\u3002<\/p>\n

\u6b64\u5916\uff0c\u5728 Step-2 \u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u9636\u8dc3\u661f\u8fb0\u7cfb\u7edf\u56e2\u961f\u8fd8\u7a81\u7834\u4e86 6D \u5e76\u884c\u3001\u6781\u81f4\u663e\u5b58\u7ba1\u7406\u3001\u5b8c\u5168\u81ea\u52a8\u5316\u8fd0\u7ef4\u7b49\u5173\u952e\u6280\u672f\uff0c\u8ba9\u6574\u4f53\u7684\u8bad\u7ec3\u8fc7\u7a0b\u66f4\u4e3a\u9ad8\u6548\u3002<\/p>\n

\u636e\u9636\u8dc3\u661f\u8fb0\u900f\u9732\uff0c\u76ee\u524d\uff0cStep-2 \u4e07\u4ebf\u53c2\u6570 MoE \u8bed\u8a00\u5927\u6a21\u578b\u5728\u6570\u7406\u903b\u8f91\u3001\u7f16\u7a0b\u3001\u4e2d\u6587\u77e5\u8bc6\u3001\u82f1\u6587\u77e5\u8bc6\u3001\u6307\u4ee4\u8ddf\u968f\u7b49\u65b9\u9762\u4f53\u611f\u5168\u9762\u903c\u8fd1 GPT-4\u3002<\/p>\n

<\/a><\/p>\n

\u6b64\u6b21\uff0c\u9664\u4e86 Step-2 \u4e07\u4ebf\u53c2\u6570 MoE \u8bed\u8a00\u5927\u6a21\u578b\uff0c\u9636\u8dc3\u661f\u8fb0\u8fd8\u53d1\u5e03\u4e86 Step-1.5V \u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u5728\u591a\u6a21\u7406\u89e3\u548c\u751f\u6210\u7edf\u4e00\u7684\u6280\u672f\u8def\u7ebf\u4e0a\u5b9e\u73b0\u4e86\u5feb\u901f\u7a81\u7834\u3002<\/p>\n

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\u5728\u751f\u6210\u4e0a\uff0c\u9636\u8dc3\u661f\u8fb0\u53d1\u5e03 Step-1X \u56fe\u50cf\u751f\u6210\u5927\u6a21\u578b\uff0c\u5168\u94fe\u8def\u81ea\u7814\u7684 DiT\uff08Diffusion Models with transformer\uff09\u6a21\u578b\u67b6\u6784\uff0c \u53ef\u652f\u6301 600M\u30012B \u548c 8B \u4e09\u79cd\u4e0d\u540c\u7684\u53c2\u6570\u91cf\uff1b\u5177\u5907\u66f4\u597d\u7684\u6587\u672c prompt \u548c\u751f\u6210\u56fe\u7247\u7684\u8bed\u4e49\u5bf9\u9f50\u80fd\u529b\u3001 \u6307\u4ee4\u8ddf\u968f\u80fd\u529b\u3002\u53e6\u5916\uff0c\u8be5\u6a21\u578b\u8fd8\u652f\u6301\u9488\u5bf9\u4e2d\u56fd\u5143\u7d20\u7684\u6df1\u5ea6\u4f18\u5316\uff0c\u4f7f\u751f\u6210\u5185\u5bb9\u66f4\u9002\u5408\u56fd\u4eba\u7684\u5ba1\u7f8e\u98ce\u683c\u3002<\/p>\n

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<\/a><\/p>\n

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