{"id":7920,"date":"2026-09-13T15:00:27","date_gmt":"2026-09-13T07:00:27","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/09\/13\/%e5%90%b9%e7%88%86%e5%bc%80%e6%ba%90%ef%bc%81runninghub%e8%ae%a9minimax-h3%e6%bb%a1%e8%a1%80%e6%8f%90%e9%80%9f12%e5%80%8d%ef%bc%8c%e6%9c%ac%e5%9c%b0%e9%83%a8%e7%bd%b2%e7%85%a7%e6%a0%b7%e8%b5%b7\/"},"modified":"2026-09-13T15:00:27","modified_gmt":"2026-09-13T07:00:27","slug":"%e5%90%b9%e7%88%86%e5%bc%80%e6%ba%90%ef%bc%81runninghub%e8%ae%a9minimax-h3%e6%bb%a1%e8%a1%80%e6%8f%90%e9%80%9f12%e5%80%8d%ef%bc%8c%e6%9c%ac%e5%9c%b0%e9%83%a8%e7%bd%b2%e7%85%a7%e6%a0%b7%e8%b5%b7","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/09\/13\/%e5%90%b9%e7%88%86%e5%bc%80%e6%ba%90%ef%bc%81runninghub%e8%ae%a9minimax-h3%e6%bb%a1%e8%a1%80%e6%8f%90%e9%80%9f12%e5%80%8d%ef%bc%8c%e6%9c%ac%e5%9c%b0%e9%83%a8%e7%bd%b2%e7%85%a7%e6%a0%b7%e8%b5%b7\/","title":{"rendered":"\u5439\u7206\u5f00\u6e90\uff01RunningHub\u8ba9MiniMax H3\u6ee1\u8840\u63d0\u901f12\u500d\uff0c\u672c\u5730\u90e8\u7f72\u7167\u6837\u8d77\u98de"},"content":{"rendered":"
\"\u5439\u7206\u5f00\u6e90\uff01RunningHub\u8ba9MiniMax<\/div><\/figure>\n
\"\u5439\u7206\u5f00\u6e90\uff01RunningHub\u8ba9MiniMax<\/div><\/figure>\n
\"\u5439\u7206\u5f00\u6e90\uff01RunningHub\u8ba9MiniMax<\/div><\/figure>\n
\"\u5439\u7206\u5f00\u6e90\uff01RunningHub\u8ba9MiniMax<\/div><\/figure>\n

\u95fb\u4e50 \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

MiniMax H3\u662f\u771f\u5f3a\u4e5f\u662f\u771f\u706b\u554a\u3002<\/p>\n

\u5f00\u6e90\u8fd8\u80fd\u6253\uff0c\u5728AI\u89c6\u9891\u5708\u4e5f\u7b97\u662f\u72ec\u4e00\u4efd\u4e86\u3002<\/p>\n

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\u6240\u4ee5MiniMax\u524d\u811a\u521a\u628aH3\u5f00\u6e90\uff0c\u540e\u811a\u5404\u79cd\u5de5\u4f5c\u6d41\u3001ComfyUI\u8282\u70b9\u3001\u5782\u76f4\u4f18\u5316\u73a9\u6cd5\u5c31\u5df2\u7ecf\u5192\u4e86\u51fa\u6765\u3002<\/p>\n

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\u8ba9H3\u8dd1\u5feb\u70b9\u3002<\/p>\n

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RunningHub H3 Lightning\u5b8c\u6574\u52a0\u901f\u4e4b\u540e\uff0c\u53ea\u9700\u898128.7\u79d2\u3002<\/p>\n

\u597d\u5bb6\u4f19\uff0c\u524d\u540e\u7ea612\u500d\u63d0\u901f\uff0c\u751f\u6210\u8017\u65f6\u51cf\u5c11\u7ea692%\uff0c\u5374\u4f9d\u65e7\u80fd\u4fdd\u7559BF16\u6570\u503c\u7cbe\u5ea6\u3002<\/p>\n

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\uff08https:\/\/github.com\/RH-RunningHub\/MiniMax-H3-MultiGPU-Lightning\/\uff09<\/p>\n

\u4e0d\u5149\u662f5\u79d2\u89c6\u9891\uff0c\u5c31\u7b97\u662f15\u79d2\u3001\u53cc\u53c2\u8003\u56fe\uff0cRunningHub H3 Lightning\u4f9d\u65e7\u80fd\u7ed9\u4f60\u731b\u731b\u63d0\u901f\u3002<\/p>\n

\u57288\u5f20RTX 6000D\u73af\u5883\u4e0b\uff0c\u8ba9H3\u505a\u4e00\u4e2a15\u79d2\u3001\u5206\u8fa8\u7387768\u00d71344\u7684\u89c6\u9891\uff0c\u7eaf\u6587\u5b57\u751f\u6210\u5927\u7ea6\u9700\u898148\u79d2\u3001\u53cc\u53c2\u8003\u56fe\u751f\u6210\u7ea673\u79d2\u3002<\/p>\n

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\u800c\u4e14\u5728RunningHub H3 Lightning\u8fd9\u513f\uff0cAI\u52a0\u901f\u53ef\u4e0d\u7b49\u4e8e\u8d28\u91cf\u52a3\u5316\u3002<\/p>\n

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\u5148\u4f4e\u673a\u4f4d\u4fa7\u9762\u8ffd\u8f66\uff0c\u968f\u540e\u7ed5\u5230\u6b63\u9762\u5012\u9000\u8ddf\u62cd\uff0c\u6700\u540e\u8ba9\u6469\u6258\u76f4\u63a5\u4ece\u955c\u5934\u65c1\u8fb9\u51b2\u8fc7\u53bb\u3002<\/p>\n

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\u786e\u5b9e\u662f\u4e1d\u6ed1\u3002<\/p>\n

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\u518d\u8bd5\u8bd515\u79d2\u7684\u56fe\u751f\u89c6\u9891\uff0c\u8fd9\u6b21\u6211\u5582\u4e86\u4e00\u5f20\u5409\u535c\u529b\u98ce\u683c\u7684\u53c2\u8003\u56fe\u3002<\/p>\n

\u539f\u672c\u662f\u4e00\u4eba\u4e00\u72d7\u80cc\u5bf9\u7740\u955c\u5934\u5750\u5728\u8349\u5730\u4e0a\uff0c\u73b0\u5728\u54b1\u8ba9\u4ed6\u4fe9\u8dd1\u8d77\u6765\u3002<\/p>\n

\u5c11\u5e74\u4ece\u8349\u5730\u4e0a\u8d77\u8eab\uff0c\u76f4\u63a5\u5411\u5c71\u5761\u524d\u65b9\u5954\u8dd1\uff1b\u91d1\u6bdb\u4e5f\u5f97\u8ddf\u7740\u8d77\u6765\uff0c\u4e00\u8fb9\u8dd1\u4e00\u8fb9\u8df3\uff1b\u5c11\u5e74\u4e2d\u9014\u8fd8\u8981\u5f20\u5f00\u53cc\u81c2\u3001\u8f6c\u8eab\u7ee7\u7eed\u8dd1\u3002<\/p>\n

\u955c\u5934\u4ece\u80cc\u540e\u63a8\u8fdb\uff0c\u518d\u5207\u5230\u4fa7\u9762\u8ddf\u62cd\uff0c\u6700\u540e\u62c9\u8fdc\uff0c\u628a\u6574\u4e2a\u5c71\u8c37\u91cd\u65b0\u5e26\u8fdb\u753b\u9762\u3002<\/p>\n

15\u79d2\u957f\u89c6\u9891\u7684\u751f\u6210\u65f6\u95f4\u5c31\u6bd4\u8f83\u4e45\u4e86\uff0c\u4ece\u70b9\u51fb\u5230\u51fa\u7247\u5927\u698288\u79d2\u3002<\/p>\n

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\u66f4\u5173\u952e\u7684\u662f\uff0c15\u79d2\u8dd1\u4e0b\u6765\uff0c\u8fd9\u4e00\u4eba\u4e00\u72d7\u8fd8\u57fa\u672c\u662f\u539f\u6765\u90a3\u4e00\u4eba\u4e00\u72d7\u3002<\/p>\n

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\u90a3\u4e48\u95ee\u9898\u6765\u4e86\uff0c\u4e0d\u964dBF16\u7cbe\u5ea6\uff0c\u4e5f\u4e0d\u5f00\u6302\u9876\u7ea7\u6570\u636e\u4e2d\u5fc3\u7b97\u529b\uff0cRunningHub\u62a0\u51fa\u6765\u7684\u65f6\u95f4\uff0c\u5230\u5e95\u662f\u4ece\u54ea\u513f\u7701\u51fa\u6765\u7684\uff1f<\/p>\n

\u5feb\uff0c\u81ea\u7136\u662f\u7528\u5de5\u7a0b\u62a0\u51fa\u6765\u7684\uff0c\u89e3\u6cd5\u662f\u5f88\u5de5\u6574\u7684\u4e09\u5200\u2014\u2014<\/p>\n

\u5148\u770b\u770b\u54ea\u91cc\u7b97\u5f97\u592a\u591a\uff0c\u518d\u770b\u770b\u54ea\u91cc\u7b97\u5f97\u592a\u6162\uff0c\u6700\u540e\u770b\u770b\u51e0\u5f20GPU\u4e4b\u95f4\u6709\u6ca1\u6709\u65f6\u95f4\u6d6a\u8d39\u5728\u201c\u4e92\u76f8\u7b49\u201d\u4e0a\u3002<\/p>\n

\u7b2c\u4e00\u5200\uff0c\u5148\u4ece\u6a21\u578b\u672c\u8eab\u52a8\u624b\uff0c\u8ba9H3\u5c11\u7b97\u4e00\u70b9\u3002<\/p>\n

\u89c6\u9891\u751f\u6210\u4e0d\u662f\u6a21\u578b\u770b\u5b8cPrompt\uff0c\u556a\u4e00\u4e0b\u5c31\u76f4\u63a5\u628a\u6700\u7ec8\u753b\u9762\u5410\u51fa\u6765\u3002<\/p>\n

\u5b83\u9700\u8981\u4e00\u8f6e\u4e00\u8f6e\u5730\u628a\u753b\u9762\u201c\u60f3\u201d\u51fa\u6765\u3002<\/p>\n

\u628a\u6587\u5b57\u6216\u8005\u56fe\u7247\u53d8\u6210\u89c6\u9891\u9700\u8981\u7ecf\u8fc7\u591a\u8f6e\u8ba1\u7b97\uff0c\u753b\u9762\u624d\u4f1a\u9010\u6e10\u4ece\u566a\u58f0\u4e2d\u6210\u5f62\uff0c\u8fd9\u4e2a\u8f6e\u6b21\u53eb\u751f\u6210\u6b65\u6570\u3002<\/p>\n

\u539f\u59cbH3\u63a8\u7406\u9ed8\u8ba450\u6b65\uff0c\u6bcf\u4e00\u6b65\u80cc\u540e\u90fd\u6709\u4e00\u8f6e\u5b9e\u6253\u5b9e\u7684\u8ba1\u7b97\uff0c\u6b65\u6570\u8d8a\u591a\uff0cGPU\u81ea\u7136\u5c31\u5f97\u5e72\u5f97\u8d8a\u4e45\u3002<\/p>\n

RunningHub\u505a\u7684\u7b2c\u4e00\u4ef6\u4e8b\uff0c\u5c31\u662f\u5f15\u5165\u81ea\u7814\u7684RH\u540e\u8bad\u7ec3\u52a0\u901f\u6a21\u578b\u3002<\/p>\n

\u7b80\u5355\u70b9\u8bf4\u5c31\u662f\u8ba9H3\u7ecf\u8fc7\u540e\u8bad\u7ec3\u4e4b\u540e\uff0c\u5b66\u4f1a\u7528\u66f4\u5c11\u7684\u6b65\u6570\u628a\u89c6\u9891\u505a\u51fa\u6765\uff0c\u8fd8\u5f97\u5728\u4e0d\u4e22\u753b\u8d28\u7684\u524d\u63d0\u4e0b\u5b8c\u6210\u3002<\/p>\n

\u8fd9\u4e00\u6b65\u7684\u6548\u679c\u5df2\u7ecf\u76f8\u5f53\u660e\u663e\u3002<\/p>\n

\u540c\u6837\u4f7f\u75284\u5f20RTX 6000D\u751f\u62105\u79d2\u89c6\u9891\uff0c\u6362\u6210RH\u540e\u8bad\u7ec3\u52a0\u901f\u6a21\u578b\u76849\u6b65\u6d4b\u8bd5\u65b9\u6848\u4e4b\u540e\uff0c\u65f6\u95f4\u76f4\u63a5\u7f29\u77ed\u5230\u4e8643\u79d2\u3002<\/p>\n

\u7b2c\u4e00\u5200\u4e0b\u53bb\uff0c\u5df2\u7ecf\u63d0\u901f\u4e868\u500d\u3002<\/p>\n

\u987a\u4fbf\u8bf4\u4e00\u53e5\uff0cRunningHub\u7684\u63a8\u8350\u914d\u7f6e\u662f\u9ed8\u8ba44\u6b65\uff1b<\/p>\n

\u9047\u5230\u5feb\u901f\u8fd0\u52a8\u3001\u5927\u5e45\u52a8\u4f5c\u8fd9\u7c7b\u96be\u4efb\u52a1\u53ef\u4ee5\u5207\u52308\u6b65\uff0c\u5feb\u8fd8\u662f\u7a33\uff0c\u54b1\u521b\u4f5c\u8005\u81ea\u5df1\u6765\u51b3\u5b9a\u3002<\/p>\n

\u505a\u523043\u79d2\uff0c\u6309\u7406\u8bf4\u5df2\u7ecf\u633a\u731b\u4e86\uff0c\u4f46RunningHub\u663e\u7136\u8fd8\u5acc\u6162\u3002<\/p>\n

\u6a21\u578b\u867d\u7136\u5c11\u7b97\u4e86\uff0c\u53ef\u5269\u4e0b\u8fd9\u4e9b\u5fc5\u987b\u5b8c\u6210\u7684\u8ba1\u7b97\uff0c\u603b\u4e0d\u80fd\u5c31\u8fd9\u4e48\u653e\u7740\u5427\u3002<\/p>\n

RunningHub\u63a5\u7740\u60f3\u89e3\u51b3\u7684\u662f\uff0c\u5269\u4e0b\u8fd9\u4e9b\u5fc5\u987b\u5b8c\u6210\u7684\u8ba1\u7b97\uff0c\u8fd8\u6709\u6ca1\u6709\u5730\u65b9\u80fd\u7ee7\u7eed\u7701\u65f6\u95f4\uff1f<\/p>\n

\u4e8e\u662f\u7b2c\u4e8c\u5200\u5f00\u59cb\u5f80\u6267\u884c\u5c42\u91cc\u780d\u3002<\/p>\n

\u8fd9\u6b21\u4e00\u53e3\u6c14\u4e0a\u4e86\u4e09\u4e2a\u6280\u672f\u7ec4\u5408\uff0cSageAttention2\u3001Cache-DiT\u548ctorch.compile\u3002<\/p>\n

SageAttention2\u76ef\u7684\u662f\u6ce8\u610f\u529b\u8ba1\u7b97\u3002<\/p>\n

\u89c6\u9891\u6a21\u578b\u6bcf\u751f\u6210\u4e00\u6bb5\u5185\u5bb9\uff0c\u90fd\u9700\u8981\u5904\u7406\u5927\u91cf\u753b\u9762\u5143\u7d20\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n

\u8c01\u548c\u8c01\u76f8\u5173\u3001\u524d\u540e\u753b\u9762\u600e\u4e48\u8054\u7cfb\u3001\u4e0d\u540c\u4fe1\u606f\u600e\u4e48\u5171\u540c\u5f71\u54cd\u6700\u7ec8\u7ed3\u679c\uff0c\u8fd9\u4e9b\u6ce8\u610f\u529b\u8ba1\u7b97\u672c\u8eab\u5c31\u662f\u63a8\u7406\u8fc7\u7a0b\u4e2d\u76f8\u5f53\u5403\u7b97\u529b\u7684\u4e00\u73af\u3002<\/p>\n

SageAttention2\u8981\u505a\u7684\u5c31\u662f\u8ba9\u8fd9\u5757\u6838\u5fc3\u8ba1\u7b97\u6267\u884c\u5f97\u66f4\u9ad8\u6548\u3002<\/p>\n

Cache-DiT\u5219\u5f00\u59cb\u76ef\u7740\u91cd\u590d\u52b3\u52a8\u3002<\/p>\n

\u89c6\u9891\u751f\u6210\u524d\u540e\u591a\u4e2a\u8ba1\u7b97\u6b65\u9aa4\u4e4b\u95f4\u5b58\u5728\u53ef\u4ee5\u590d\u7528\u7684\u4fe1\u606f\uff0c\u5982\u679c\u6709\u4e9b\u4e2d\u95f4\u7ed3\u679c\u5df2\u7ecf\u7b97\u8fc7\uff0c\u540e\u9762\u7684\u6b65\u9aa4\u5c31\u6ca1\u5fc5\u8981\u6bcf\u6b21\u90fd\u4ece\u5934\u518d\u6765\u3002<\/p>\n

\u80fd\u7f13\u5b58\u7684\u7f13\u5b58\uff0c\u80fd\u590d\u7528\u7684\u590d\u7528\uff0c\u628a\u91cd\u590d\u5de5\u4f5c\u51cf\u4e0b\u6765\uff0c\u65f6\u95f4\u81ea\u7136\u8fd8\u80fd\u7ee7\u7eed\u5f80\u4e0b\u6324\u3002<\/p>\n

\u6700\u540e\u8fd8\u6709torch.compile\uff0c\u5b83\u4f1a\u5bf9\u8ba1\u7b97\u8fc7\u7a0b\u8fdb\u884c\u7f16\u8bd1\u4f18\u5316\uff0c\u8ba9GPU\u6267\u884c\u8fd9\u4e9b\u64cd\u4f5c\u65f6\u66f4\u52a0\u987a\u7545\uff0c\u51cf\u5c11\u4e00\u4e9b\u539f\u672c\u96f6\u6563\u7684\u8c03\u5ea6\u548c\u6267\u884c\u5f00\u9500\u3002<\/p>\n

\u5f53RH\u540e\u8bad\u7ec3\u52a0\u901f\u6a21\u578b\u548c\u8fd9\u4e9b\u7b97\u5b50\u3001\u7f13\u5b58\u3001\u7f16\u8bd1\u4f18\u5316\u53e0\u5230\u4e00\u8d77\uff0c\u8be5\u8dd1\u5feb\u7684\u8dd1\u5feb\uff0c\u8be5\u590d\u7528\u7684\u590d\u7528\uff0c\u8be5\u634b\u987a\u7684\u634b\u987a\uff0c\u521a\u624d\u538b\u523043\u79d2\u7684\u751f\u6210\u8fc7\u7a0b\u53c8\u88ab\u7ee7\u7eed\u538b\u5230\u4e8628.7\u79d2\u3002<\/p>\n

\u4f46\u8fd9\u8fd8\u6ca1\u5b8c\uff0cH3\u8fd9\u79cd\u89c6\u9891\u6a21\u578b\u771f\u8dd1\u8d77\u6765\uff0c\u5f80\u5f80\u4e0d\u4f1a\u53ea\u8ba9\u4e00\u5f20GPU\u5355\u6253\u72ec\u6597\u3002<\/p>\n

\u591a\u5f20\u5361\u4e00\u8d77\u5e72\u6d3b\uff0c\u65b0\u7684\u95ee\u9898\u5c31\u53c8\u6765\u4e86\u3002<\/p>\n

\u5361\u591a\uff0c\u4e0d\u7b49\u4e8e\u4e00\u5b9a\u5feb\u3002\u8fd9\u548c\u591a\u4eba\u4e00\u8d77\u5e72\u6d3b\u5176\u5b9e\u633a\u50cf\u7684\u3002<\/p>\n

\u516b\u4e2a\u4eba\u5f53\u7136\u6bd4\u4e00\u4e2a\u4eba\u624b\u591a\uff0c\u53ef\u5982\u679c\u4efb\u52a1\u5206\u914d\u4e0d\u5408\u9002\uff0c\u6bcf\u4e2a\u4eba\u521a\u5e72\u4e24\u4e0b\u5c31\u8981\u505c\u4e0b\u6765\u7b49\u522b\u4eba\u9012\u4e1c\u897f\uff0cA\u7b49B\uff0cB\u7b49C\uff0c\u6700\u540e\u65f6\u95f4\u5168\u8017\u5728\u4e92\u76f8\u4ea4\u63a5\u4e0a\u3002<\/p>\n

\u591a\u5361\u63a8\u7406\u4e5f\u662f\u7c7b\u4f3c\u7684\u9053\u7406\u3002<\/p>\n

GPU\u4e4b\u95f4\u9700\u8981\u4e0d\u65ad\u4ea4\u6362\u6570\u636e\uff0c\u800c\u5728\u6ca1\u6709NVLink\u9ad8\u901f\u4e92\u8054\u3001\u4e3b\u8981\u4f9d\u9760PCIe\u901a\u4fe1\u7684\u73af\u5883\u91cc\uff0c\u5361\u95f4\u901a\u4fe1\u7684\u6210\u672c\u5c24\u5176\u4e0d\u80fd\u5ffd\u7565\u3002<\/p>\n

RunningHub\u8fd9\u6b21\u4e13\u95e8\u9488\u5bf9\u8fd9\u79cd\u73af\u5883\uff0c\u628a\u4e0d\u540c\u7684\u591a\u5361\u5e76\u884c\u65b9\u5f0f\u62c9\u51fa\u6765\u91cd\u65b0\u6d4b\u4e86\u4e00\u904d\uff0c\u6700\u540e\u9009\u4e2d\u7684\u7ec4\u5408\u662fTP2\uff0bUlysses4\u3002<\/p>\n

TP\u8d1f\u8d23\u4ece\u5f20\u91cf\u8ba1\u7b97\u5c42\u9762\u62c6\u4efb\u52a1\uff0cUlysses\u5219\u8fdb\u4e00\u6b65\u4ece\u5e8f\u5217\u7ef4\u5ea6\u505a\u5e76\u884c\u3002<\/p>\n

\u57288\u5f20RTX 6000D\u3001PCIe\u8fde\u63a5\u4e14\u6ca1\u6709NVLink\u7684\u73af\u5883\u4e0b\uff0cTP2\uff0bUlysses4\u76f8\u6bd4TP4\uff0bUlysses2\uff0c\u901f\u5ea6\u5feb\u7ea612%\uff0c\u540c\u65f6\u51cf\u5c11\u7ea614GiB\u663e\u5b58\u5360\u7528\u3002<\/p>\n

\u6240\u4ee5\u4ece\u6574\u4f53\u6280\u672f\u8def\u5f84\u6765\u770b\uff0c\u8fd9\u5957\u5de5\u7a0b\u6808\u57fa\u672c\u5c31\u662f\u6cbf\u7740\u63a8\u7406\u94fe\u8def\u4e00\u8def\u62a0\u65f6\u95f4\uff1a<\/p>\n

RH\u540e\u8bad\u7ec3\u52a0\u901f\u6a21\u578b\u5148\u628a\u9700\u8981\u5b8c\u6210\u7684\u8ba1\u7b97\u91cf\u538b\u4e0b\u6765\uff1b<\/p>\n

SageAttention2\u3001Cache-DiT\u548ctorch.compile\u7ee7\u7eed\u63d0\u9ad8\u5269\u4f59\u8ba1\u7b97\u7684\u6267\u884c\u6548\u7387\uff1b<\/p>\n

\u5230\u4e86\u591a\u5361\u5c42\u9762\uff0c\u518d\u7528TP2\uff0bUlysses4\u51cf\u5c11\u901a\u4fe1\u548c\u8d44\u6e90\u4e0a\u7684\u6d6a\u8d39\uff1b<\/p>\n

\u6700\u540e\uff0cRunningHub\u628a\u8fd9\u4e9b\u65b9\u6cd5\u5168\u90e8\u6574\u5408\u8fdbSGLang multimodal_gen\u63a8\u7406\u5f15\u64ce\uff0c\u7531\u5b83\u628a\u6a21\u578b\u751f\u6210\u3001\u591a\u5361\u534f\u540c\u548c\u5404\u79cd\u52a0\u901f\u7ec4\u4ef6\u771f\u6b63\u7ec4\u7ec7\u5230\u4e00\u8d77\u3002<\/p>\n

\u73b0\u5728AI\u884c\u4e1a\u7684\u5404\u79cd\u6027\u80fd\u6570\u5b57\u5df2\u7ecf\u5377\u5f97\u98de\u8d77\uff0c\u53ea\u8981\u820d\u5f97\u5806\u9876\u7ea7GPU\u3001\u9ad8\u901f\u4e92\u8054\u548c\u6570\u636e\u4e2d\u5fc3\uff0c\u628a\u6a21\u578b\u8dd1\u5f97\u98de\u5feb\u5e76\u4e0d\u7a00\u5947\u3002<\/p>\n

\u53ef\u771f\u6b63\u60f3\u672c\u5730\u90e8\u7f72\u5f00\u6e90\u89c6\u9891\u6a21\u578b\u7684\u521b\u4f5c\u8005\u3001\u5de5\u4f5c\u5ba4\u548c\u4e2d\u5c0f\u56e2\u961f\u8981\u95ee\u4e86\uff1a<\/p>\n

\u6211\u624b\u91cc\u7684\u673a\u5668\uff0c\u80fd\u4e0d\u80fd\u8dd1\u51fa\u8fd9\u4e2a\u901f\u5ea6\uff1f<\/p>\n

RunningHub\uff1a\u5fc5\u987b\u80fd\u3002<\/p>\n

H3 Lightning\u7279\u610f\u7ed5\u5f00\u4e86\u201c\u8d85\u80fd\u529b\u89e3\u6cd5\u201d\uff0c\u9488\u5bf9\u7684\u5c31\u662f\u65e0NVLink\u7684PCIe\u591a\u5361\u73af\u5883\uff0cRTX 6000D\u4e5f\u662f\u516c\u5f00\u53ef\u8d2d\u4e70\u7684\u4e13\u4e1aGPU\u89c4\u683c\u3002<\/p>\n

\u4e5f\u5c31\u662f\u8bf4\uff0cRunningHub\u4ece\u4e00\u5f00\u59cb\u9488\u5bf9\u6027\u4f18\u5316\u7684\uff0c\u5c31\u662f\u4e00\u79cd\u66f4\u8d34\u8fd1\u5de5\u4f5c\u5ba4\u548c\u4f01\u4e1a\u56e2\u961f\u5b9e\u9645\u90e8\u7f72\u7684\u591a\u5361\u73af\u5883\u3002<\/p>\n

\u5f53\u7136\u4e86\uff0c\u5982\u679c\u4f60\u7684\u9884\u7b97\u6ca1\u4e0a\u9650\uff0c\u7528B300\u7684\u5361\u914d\u5408\u8fd9\u4e2a\u65b9\u5f0f\uff0c\u51fa\u7247\u901f\u5ea6\u80fd\u76f4\u63a5\u63d0\u5347\u81f3\u79d2\u7ea7\u3002<\/p>\n

\u4ece\u73af\u5883\u5b89\u88c5\u3001\u6a21\u578b\u4e0b\u8f7d\uff0c\u5230\u670d\u52a1\u542f\u52a8\u548c\u63a8\u7406\u6d4b\u8bd5\uff0cH3 Lightning\u6574\u4e2a\u672c\u5730\u90e8\u7f72\u6d41\u7a0b\u90fd\u516c\u5f00\u4e86\u3002<\/p>\n

\u5f00\u53d1\u8005\u4e5f\u53ef\u4ee5\u7ed3\u5408\u516c\u5f00\u7684\u793e\u533a\u52a0\u901fLoRA\uff0c\u518d\u914d\u4e0a\u524d\u9762\u63d0\u5230\u7684\u6ce8\u610f\u529b\u4f18\u5316\u3001\u8ba1\u7b97\u7f13\u5b58\u548c\u591a\u5361\u5e76\u884c\uff0c\u5728\u81ea\u5df1\u7684\u673a\u5668\u4e0a\u91cd\u65b0\u8dd1\u4e00\u904d\u3002<\/p>\n

\u5230\u5e95\u8981\u51e0\u5f20\u5361\u3001\u600e\u4e48\u8c03\u53c2\u6570\u3001\u901f\u5ea6\u548c\u753b\u8d28\u600e\u4e48\u53d6\u820d\uff0c\u90fd\u53ef\u4ee5\u56f4\u7ed5\u81ea\u5df1\u7684\u4e1a\u52a1\u9002\u914d\u3002<\/p>\n

\u5f53\u7136\u4e86\uff0c\u6709\u8bbe\u5907\u7684\u56e2\u961f\u53ef\u4ee5\u7167\u7740\u5f00\u6e90\u65b9\u6848\u81ea\u5df1\u90e8\u7f72\uff1b<\/p>\n

\u6ca1\u6709\u591a\u5361\u670d\u52a1\u5668\u3001\u4e0d\u60f3\u7814\u7a76\u73af\u5883\u914d\u7f6e\u7684\u521b\u4f5c\u8005\uff0c\u76f4\u63a5\u5728RunningHub\u4e0a\u70b9\u5f00H3 Lightning\u4e5f\u80fd\u7528\u3002<\/p>\n

\u5f53\u4e00\u4e2a\u8db3\u591f\u5f3a\u7684\u5f00\u6e90\u6a21\u578b\u51fa\u6765\u4e4b\u540e\uff0c\u56f4\u7ed5\u5b83\u5176\u5b9e\u4f1a\u51fa\u73b0\u5f88\u591a\u201c\u4e8c\u521b\u201d\u3002<\/p>\n

\u6709\u4eba\u4f1a\u62ff\u5f00\u6e90\u5e95\u5ea7\u7ee7\u7eed\u505a\u540e\u8bad\u7ec3\uff0c\u628a\u4f18\u5316\u540e\u7684\u80fd\u529b\u8dd1\u5728\u9876\u7ea7\u6570\u636e\u4e2d\u5fc3\u96c6\u7fa4\u4e0a\uff0c\u518d\u5c01\u88c5\u6210API\u63d0\u4f9b\u7ed9\u7528\u6237\u3002<\/p>\n

\u7528\u6237\u4e0d\u9700\u8981\u5173\u5fc3\u80cc\u540e\u7684GPU\u548c\u5de5\u7a0b\u4f18\u5316\uff0c\u6309\u8c03\u7528\u4ed8\u8d39\u5c31\u80fd\u76f4\u63a5\u83b7\u5f97\u7ed3\u679c\uff0c\u8fd9\u5f53\u7136\u662f\u4e00\u79cd\u5f88\u6210\u719f\u7684\u5546\u4e1a\u8def\u5f84\u3002<\/p>\n

\u53e6\u4e00\u8fb9\uff0c\u4e5f\u4f1a\u6709\u4eba\u9009\u62e9\u628a\u4f18\u5316\u7ee7\u7eed\u7559\u5728\u5f00\u6e90\u751f\u6001\u91cc\u2014\u2014<\/p>\n

\u5f00\u53d1\u8005\u81ea\u5df1\u62e5\u6709\u786c\u4ef6\u3001\u81ea\u5df1\u90e8\u7f72\u6a21\u578b\uff0c\u56f4\u7ed5\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41\u7ee7\u7eed\u6539\uff0c\u4f18\u5316\u65b9\u6cd5\u53c8\u80fd\u88ab\u4e0b\u4e00\u6279\u5f00\u53d1\u8005\u62ff\u53bb\u590d\u73b0\u548c\u8fed\u4ee3\u3002<\/p>\n

RunningHub\u8fd9\u6b21\u660e\u663e\u66f4\u504f\u5411\u540e\u8005\u3002<\/p>\n

\u800c\u4e14\uff0c\u8fd9\u5df2\u7ecf\u4e0d\u662f\u5b83\u7b2c\u4e00\u6b21\u56f4\u7740H3\u8fd9\u4e48\u5e72\u4e86\u3002<\/p>\n

H3\u521a\u5f00\u6e90\u7684\u65f6\u5019\uff0cRunningHub\u9996\u5148\u505a\u7684\u662f\u63a5\u5165\u3002<\/p>\n

\u6a21\u578b\u51fa\u6765\u4e4b\u540e\uff0c\u5e73\u53f0\u7b2c\u4e00\u65f6\u95f4\u628a\u5b83\u63a5\u8fdb\u6765\uff0c\u8ba9\u521b\u4f5c\u8005\u4e0d\u7528\u5148\u7814\u7a76\u4e00\u5927\u5806\u90e8\u7f72\u95ee\u9898\uff0c\u5c31\u53ef\u4ee5\u4e0a\u624b\u5c1d\u8bd5\u65b0\u6a21\u578b\u3002<\/p>\n

\u968f\u540e\uff0c\u5b83\u53c8\u53c2\u4e0e\u751f\u6001\u5171\u5efa\uff0c\u628a\u5168\u5957ComfyUI\u8282\u70b9\u5f00\u6e90\u3002<\/p>\n

\u8fd9\u4e00\u4e0b\uff0c\u5f00\u53d1\u8005\u80fd\u73a9\u7684\u66f4\u591a\u4e86\u3002<\/p>\n

\u6709\u4eba\u62ffH3\u505a\u7535\u5546\u5185\u5bb9\uff0c\u6709\u4eba\u62ff\u53bb\u505a\u77ed\u5267\u3001\u6f2b\u5267\uff0c\u6709\u4eba\u7814\u7a76\u58f0\u97f3\u514b\u9686\u3001\u52a8\u4f5c\u514b\u9686\u548c\u97f3\u9891\u9a71\u52a8\uff0c\u8fd8\u6709\u4eba\u7ee7\u7eed\u628a\u81ea\u5df1\u7684\u73a9\u6cd5\u5c01\u88c5\u6210\u65b0\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n

\u6bd4\u5982\uff0c\u521b\u4f5c\u8005@\u9b45\u529b\u521b\u610f\u76f4\u63a5\u76ef\u4e0a\u4e86\u7535\u5546\u89c6\u9891\u3002<\/p>\n

TA\u53d1\u5e03\u7684MiniMax H3\u00b7\u7535\u5546\u591a\u53c2\u751f\u89c6\u9891\u5de5\u4f5c\u6d41\uff0c\u53ea\u9700\u8981\u628a\u5546\u54c1\u3001\u6a21\u7279\u3001\u573a\u666f\u4e00\u80a1\u8111\u585e\u8fdb\u53bb\uff0c\u518d\u7b80\u5355\u8bf4\u8bf4\u5356\u70b9\u2014\u2014<\/p>\n

H3\u5c31\u80fd\u81ea\u5df1\u7422\u78e8\u4eba\u7269\u8be5\u5728\u54ea\u513f\u3001\u5546\u54c1\u600e\u4e48\u9732\u51fa\u3001\u573a\u666f\u600e\u4e48\u642d\uff0c\u6700\u540e\u76f4\u63a5\u7ed9\u4f60\u4e00\u6761\u5b8c\u6574\u7535\u5546\u5e7f\u544a\u3002<\/p>\n

\u8fd8\u6709\u521b\u4f5c\u8005@\u827e\u6a58\u6eaa\u6574\u7684\u97f3\u9891\u9a71\u52a8\u6570\u5b57\u4eba\u8bf4\u8bdd\u5531\u6b4c\u5de5\u4f5c\u6d41\u3002<\/p>\n

\u4e0a\u4f20\u4e00\u5f20\u4eba\u7269\u56fe\u7247\uff0c\u518d\u6254\u8fdb\u53bb\u4e00\u6bb5\u97f3\u9891\uff0c\u539f\u672c\u9759\u6b62\u7684\u4eba\u7269\u5c31\u80fd\u79d2\u53d8\u6570\u5b57\u4eba\u5f00\u53e3\u8425\u4e1a\u3002<\/p>\n

\u4e0d\u7ba1\u662f\u8bf4\u8bdd\u8fd8\u662f\u5531\u6b4c\uff0c\u53e3\u578b\u548c\u8282\u594f\u90fd\u80fd\u540c\u6b65\u5bf9\u4e0a\u3002<\/p>\n

\u8fd8\u6709\u4eca\u5e74\u8d85\u706b\u7684\u6f2b\u5267\uff0c\u521b\u4f5c\u8005@qwlulnpi\u4e5f\u642c\u51fa\u4e86\u65b0\u521b\u610f\u3002<\/p>\n

\u628a\u5206\u955c\u56fe\u3001\u811a\u672c\u3001\u97f3\u9891\u4e00\u6b21\u6027\u4e22\u8fdb\u53bb\u5c31\u80fd\u62ff\u5230\u6709\u753b\u9762\u6709\u58f0\u97f3\u7684\u5b8c\u6574\u6210\u7247\u3002<\/p>\n

\u591a\u5c11\u6709\u70b9\u201c\u7d20\u6750\u5907\u9f50\uff0c\u4e00\u628a\u68ad\u54c8\u201d\u7684\u6d41\u6c34\u7ebf\u5473\u513f\u4e86\u3002<\/p>\n

\u8fd9\u8fd8\u53ea\u662fRunningHub\u4e0a\u5192\u51fa\u6765\u7684\u4e00\u5c0f\u64ae\u73a9\u6cd5\u3002<\/p>\n

\u81ea\u6253H3\u4e0a\u7ebf\u4ee5\u6765\uff0cRunningHub\u5e73\u53f0\u4e0a\u5df2\u7ecf\u6709\u4e0a\u5343\u540d\u521b\u4f5c\u8005\uff0c\u56f4\u7ed5\u5b83\u5f00\u6e90\u4e86\u8fd1\u4e07\u6761\u521b\u610f\u5de5\u4f5c\u6d41\u3002<\/p>\n

\u5176\u5b9e\u8fd9\u4e5f\u662f\u5f00\u6e90\u6a21\u578b\u7684\u4e50\u8da3\uff0c\u4e00\u4e2a\u4eba\u89e3\u51b3\u4e00\u70b9\u95ee\u9898\uff0c\u6700\u540e\u6574\u4e2a\u751f\u6001\u80fd\u7528\u7684\u4e1c\u897f\u5c31\u8d8a\u6765\u8d8a\u591a\u3002<\/p>\n

\u800cH3 Lightning\u76f8\u5f53\u4e8eRunningHub\u518d\u8fdb\u4e00\u6b65\uff0c\u5f00\u59cb\u628a\u81ea\u5df1\u79ef\u7d2f\u7684\u5de5\u7a0b\u80fd\u529b\u53cd\u8fc7\u6765\u8d21\u732e\u7ed9H3\uff0c\u76f4\u63a5\u89e3\u51b3\u63a8\u7406\u6548\u7387\u7684\u95ee\u9898\u3002<\/p>\n

\u5982\u679c\u53ea\u770bRunningHub\uff0c\u4e00\u4e2aAIGC\u521b\u4f5c\u5e73\u53f0\u7a81\u7136\u8dd1\u53bb\u7814\u7a76\u540e\u8bad\u7ec3\u3001\u7b97\u5b50\u4f18\u5316\u548c\u591a\u5361\u5e76\u884c\uff0c\u591a\u5c11\u6709\u70b9\u8de8\u754c\u3002<\/p>\n

\u4f46\u628a\u5b83\u653e\u56de\u6bcd\u516c\u53f8\u6d77\u9a6c\u4e91\u8fc7\u53bb\u5341\u591a\u5e74\u7684\u6280\u672f\u6f14\u8fdb\u91cc\uff0c\u8fd9\u4e8b\u513f\u5176\u5b9e\u987a\u7406\u6210\u7ae0\u3002<\/p>\n

\u6d77\u9a6c\u4e912014\u5e74\u6210\u7acb\uff0c\u8fc7\u53bb\u5341\u591a\u5e74\u957f\u671f\u548cGPU\u3001\u9ad8\u6027\u80fd\u5185\u5bb9\u6253\u4ea4\u9053\u3002<\/p>\n

\u90a3\u4e2a\u65f6\u5019\uff0c\u884c\u4e1a\u9762\u5bf9\u7684\u95ee\u9898\u8fd8\u4e0d\u662f\u201cAI\u5927\u6a21\u578b\u600e\u4e48\u63a8\u7406\u201d\u3002<\/p>\n

\u5f53\u65f6\u7684\u6838\u5fc3\u77db\u76fe\u662f\u6e38\u620f\u3001\u56fe\u5f62\u3001\u9ad8\u6027\u80fd\u6570\u5b57\u5185\u5bb9\u4f53\u91cf\u8d8a\u6765\u8d8a\u5927\uff0c\u5982\u4f55\u8ba9\u8fd9\u4e9b\u8d1f\u8f7d\u7a33\u5b9a\u3001\u9ad8\u901f\u5730\u8fd0\u884c\u8d77\u6765\u3002<\/p>\n

GPU\u5bb9\u5668\u8c03\u5ea6\u3001\u56fe\u5f62\u865a\u62df\u5316\u3001\u5b9e\u65f6\u6d41\u5a92\u4f53\u3001\u5927\u89c4\u6a21\u4e91\u6e32\u67d3\uff0c\u6d77\u9a6c\u4e91\u7684\u6574\u5957\u80fd\u529b\u4f53\u7cfb\u90fd\u662f\u56f4\u7ed5\u8fd9\u4e2a\u76ee\u6807\u6253\u78e8\u7684\u3002<\/p>\n

\u65f6\u81f3\u4eca\u65e5\uff0c\u6d77\u9a6c\u4e91\u5df2\u7ecf\u5728\u56fd\u5185\u5efa\u8bbe60\u4f59\u4e2a\u8fb9\u7f18\u8282\u70b9\uff0c\u652f\u6491\u8d85\u8fc72000\u4e07\u6708\u6d3b\u7528\u6237\u7684\u667a\u7b97\u670d\u52a1\u3002<\/p>\n

\u5230\u4e86\u751f\u6210\u5f0fAI\u65f6\u4ee3\uff0c\u9700\u8981\u88ab\u9ad8\u6548\u8c03\u5ea6\u7684\u8ba1\u7b97\u5bf9\u8c61\u53d1\u751f\u4e86\u53d8\u5316\u3002<\/p>\n

\u9664\u4e86\u6e38\u620f\u3001\u56fe\u5f62\u548c\u9ad8\u6027\u80fd\u6570\u5b57\u5185\u5bb9\uff0c\u73b0\u5728\u8fd8\u52a0\u5165\u4e86\u5927\u6a21\u578b\uff0c\u4ee5\u53ca\u6a21\u578b\u9a71\u52a8\u7684\u5185\u5bb9\u751f\u6210\u3002<\/p>\n

\u4e8e\u662f\u6d77\u9a6c\u4e91\u9762\u5bf9\u7684\u547d\u9898\u4e5f\u968f\u4e4b\u4ece\u300c\u9ad8\u6027\u80fd\u5185\u5bb9\u600e\u4e48\u8dd1\u300d\uff0c\u8fdb\u4e00\u6b65\u8f6c\u5411\u4e86\u300cAI\u80fd\u529b\u5982\u4f55\u8c03\u7528\uff0c\u53c8\u5982\u4f55\u9ad8\u6548\u843d\u5730\u300d\u3002<\/p>\n

\u8ba1\u7b97\u5bf9\u8c61\u4ece\u4e91\u6e32\u67d3\u5230AI\u63a8\u7406\uff0c\u4f46\u8fd9\u4e5f\u6070\u597d\u8ba9\u6d77\u9a6c\u4e91\u8fd9\u5bb6\u539f\u751fAI\u516c\u53f8\u5341\u4f59\u5e74\u7684\u6280\u672f\u79ef\u7d2f\u6709\u4e86\u66f4\u5927\u7684\u53d1\u6325\u573a\u666f\u3002<\/p>\n

\u6240\u4ee5RunningHub\u5e76\u4e0d\u7b97\u201c\u8de8\u754c\u201d\u505a\u6a21\u578b\u52a0\u901f\u3002<\/p>\n

RunningHub H3 Lightning\uff0c\u662f\u6d77\u9a6c\u4e91\u300cGPU\u5de5\u7a0b\u80fd\u529b\u300d\u5728AI\u65f6\u4ee3\u7684\u4e00\u4e2a\u65b0\u843d\u70b9\uff0c\u8865\u9f50\u7684\u4e5f\u662f\u5f00\u6e90\u6a21\u578b\u4ece\u6743\u91cd\u5230\u751f\u4ea7\u529b\u4e4b\u95f4\u7f3a\u5931\u7684\u73af\u8282\u3002<\/p>\n

\u8fc7\u53bb\u4e00\u5e74\uff0c\u5f00\u6e90\u6a21\u578b\u8d8a\u6765\u8d8a\u591a\uff0c\u771f\u6b63\u7a00\u7f3a\u7684\u662f\uff1a<\/p>\n

\u8c01\u80fd\u5728\u6a21\u578b\u5f00\u6e90\u4e4b\u540e\uff0c\u6700\u5feb\u628a\u5b83\u63a5\u8fdb\u771f\u5b9e\u73af\u5883\u3001\u4f18\u5316\u5230\u751f\u4ea7\u53ef\u7528\uff0c\u518d\u628a\u8fd9\u4e9b\u80fd\u529b\u6301\u7eed\u56de\u9988\u7ed9\u793e\u533a\u3002<\/p>\n

\u6a21\u578b\u5f00\u6e90\uff0cRunningHub\u5e73\u53f0\u5b8c\u6210\u63a5\u5165\uff0c\u521b\u4f5c\u8005\u300c\u80fd\u76f4\u63a5\u7528\u300d\u4e86\uff1b<\/p>\n

\u5f00\u653eComfyUI\u8282\u70b9\u4e0e\u5de5\u4f5c\u6d41\uff0c\u521b\u4f5c\u8005\u300c\u80fd\u73a9\u7684\u82b1\u6837\u300d\u591a\u4e86\uff1b<\/p>\n

\u800cH3 Lightning\u63a8\u7406\u4f18\u5316\uff0c\u5219\u662f\u5728\u6a21\u578b\u8dd1\u901a\u4e4b\u540e\uff0c\u7ee7\u7eed\u653b\u514b\u901f\u5ea6\u3001\u6210\u672c\u4e0e\u786c\u4ef6\u95e8\u69db\uff0c\u628a\u5355\u6b21\u8bd5\u73a9\u7684\u5185\u5bb9\u751f\u6210\uff0c\u5347\u7ea7\u4e3a\u53ef\u7a33\u5b9a\u590d\u7528\u7684\u6279\u91cf\u751f\u4ea7\u529b\u3002<\/p>\n

RunningHub\u5c31\u662f\u8fd9\u6837\u4e00\u4e2a\u751f\u6001\u53cd\u54fa\u8005\u3002<\/p>\n

\u54b1\u666e\u901a\u521b\u4f5c\u8005\u4e5f\u7b97\u662f\u8ddf\u7740\u5403\u4e0a\u7ec6\u7ce0\u4e86\uff5e<\/p>\n

GitHub\u4ed3\u5e93\uff1ahttps:\/\/github.com\/RH-RunningHub\/MiniMax-H3-MultiGPU-Lightning\/<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n

\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n

\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

\u95fb\u4e50 \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

MiniMax H3\u662f\u771f\u5f3a\u4e5f\u662f\u771f\u706b\u554a\u3002<\/p>\n

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