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\u4f5c\u4e3a2020\u5e74\u5168\u7403\u9ad8\u6027\u80fd\u8ba1\u7b97\u9886\u57df\u5728Google Scholar\u4e0a\u5f15\u7528\u6b21\u6570\u6700\u9ad8\u7684\u535a\u58eb\u6bd5\u4e1a\u751f\uff0c\u5c24\u6d0b\u66fe\u88ab\u00a0UC Berkeley\u63d0\u540d\u4e3aACM Doctoral Dissertation Award\u00a0\u5019\u9009\u4eba\uff0881\u540dUC Berkeley EECS 2020\u535a\u58eb\u6bd5\u4e1a\u751f\u4e2d\u90092\u4eba\uff09\u3002<\/p>\n

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2021\u00a0\u5e74\u00a07\u6708\uff0c\u5c24\u6d0b\u521b\u7acb\u6f5e\u6668\u79d1\u6280\uff0c\u8f6c\u773c\u95f4\uff0c\u5df2\u7ecf\u8d70\u8fdb\u7b2c\u4e09\u4e2a\u5e74\u5934\u3002\u800c\u7ecf\u8fc7\u4e09\u5e74\u65f6\u95f4\u7684\u6c89\u6dc0\uff0c\u6295\u8d44\u673a\u6784\u5bf9\u6f5e\u6668\u7684\u4f30\u503c\u589e\u957f\u4e8640\u00a0\u500d\u3002<\/p>\n

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\u76ee\u524d\uff0c\u6f5e\u6668\u662f\u4e16\u754c\u4e0a\u552f\u4e00\u4e00\u5bb6\u6709\u81ea\u5df1\u72ec\u7acb\u5f00\u6e90\u751f\u6001\u7684\u00a0AI Infra\u00a0\u521b\u4e1a\u516c\u53f8\uff0c\u5f00\u6e90\u793e\u533a\u5927\u6982\u6709\u00a04\u00a0\u4e07\u5230\u00a010\u00a0\u4e07\u8fd9\u4e2a\u91cf\u7ea7\u7684\u5f00\u53d1\u8005\u5728\u6df1\u5ea6\u4f7f\u7528\u6f5e\u6668\u7684\u4ea7\u54c1\u3002<\/p>\n

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\u00a0<\/p>\n

\u957f\u671f\u58c1\u5792\u5728\u4e8e\u751f\u6001<\/span><\/strong>\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u6f5e\u6668\u6210\u7acb\u81f3\u4eca\u5df2\u7ecf\u6709\u4e09\u5e74\u4e86\uff0c\u521b\u4e1a\u8fd9\u4e09\u5e74\u6765\uff0c\u60a8\u89c9\u5f97\u548c\u505a\u5b66\u672f\u76f8\u6bd4\u4f1a\u4e0d\u4f1a\u66f4\u8270\u8f9b\uff1f\u6709\u4ec0\u4e48\u5fc3\u5f97\u4f53\u4f1a\u53ef\u4ee5\u5206\u4eab\u4e00\u4e0b\u5417\uff1f<\/p>\n

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\u5176\u5b9e\u6211\u89c9\u5f97\u8fd9\u4e2a\u4e1c\u897f\u96be\u6613\u8fd8\u662f\u5206\u4eba\uff0c\u5f53\u7136\u9996\u5148\u662f\u6bcf\u4e2a\u4eba\u57fa\u4e8e\u81ea\u5df1\u7684\u6c34\u5e73\u72b6\u6001\u8bbe\u4e00\u4e2a\u5408\u7406\u7684\u76ee\u6807\uff0c\u7531\u4e8e\u6211\u8bbe\u7684\u76ee\u6807\u8fd8\u7b97\u5408\u7406\uff0c\u6240\u4ee5\u6211\u73b0\u5728\u5012\u6ca1\u6709\u611f\u89c9\u5230\u592a\u8270\u8f9b\u3002\u5f53\u7136\u6709\u5f88\u591a\u4eba\u7684\u00a0Google Scholar\u00a0\u5f15\u7528\u6570\u6bd4\u6211\u591a\u5f88\u591a\uff0c\u8fd8\u6709\u4e00\u4e9b\u4eba\u516c\u53f8\u7684\u5e02\u503c\uff0c\u6bd4\u5982\u8bf4\u56fd\u5185\u8fd9\u51e0\u5bb6\u5927\u6a21\u578b\u516c\u53f8\u80af\u5b9a\u90fd\u6bd4\u6211\u4eec\u9ad8\uff0c\u6211\u89c9\u5f97\u8fd8\u662f\u7ed9\u81ea\u5df1\u4e00\u4e2a\u5408\u7406\u7684\u5b9a\u4f4d\u3002<\/p>\n

\u800c\u6211\u76ee\u524d\u7684\u5b9a\u4f4d\uff0c\u5b66\u672f\u65b9\u9762\u5c31\u662f\u505a\u51fa\u6709\u5f71\u54cd\u529b\u7684\u5de5\u4f5c\uff0c\u5546\u4e1a\u65b9\u9762\u5c31\u662f\u8981\u628a\u6f5e\u6668\u7684\u5e02\u503c\u505a\u5230\u00a0200\u00a0\u4ebf\u5230\u00a0300\u00a0\u4ebf\u8fd9\u4e2a\u91cf\u7ea7\uff0c\u7136\u540e\u4e0a\u5e02\uff0c\u6211\u4eec\u7684\u76ee\u6807\u975e\u5e38\u91cf\u5316\u4e5f\u5f88\u660e\u786e\uff0c\u5c31\u662f\u8fbe\u5230\u00a020\u00a0\u4ebf\u7684\u6536\u5165\u3002<\/p>\n

\u00a0<\/p>\n

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AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u770b\u5230\u5b98\u7f51\u4ecb\u7ecd\uff0c\u6f5e\u6668\u5728\u00a0GitHub Trending\u00a0\u5f00\u6e90\u793e\u533a\u70ed\u5ea6\u699c\u4e16\u754c\u7b2c\u4e00\u3002Colossal-AI\u00a0\u548c\u00a0Open-Sora\u00a0\u5747\u591a\u6b21\u767b\u4e0a\u00a0Github\u00a0\u5168\u7403\u699c\u5355\u7b2c\u4e00\uff0c\u76ee\u524d\u4f60\u4eec\u5f00\u6e90\u793e\u533a\u7684\u5f00\u53d1\u8005\u5927\u6982\u6709\u591a\u5c11\u5462\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u6211\u4eec\u5f00\u6e90\u793e\u533a\u7684\u5f00\u53d1\u8005\u5927\u6982\u6709\u00a04\u00a0\u4e07\u5230\u00a010\u00a0\u4e07\u8fd9\u4e2a\u91cf\u7ea7\u5728\u6df1\u5ea6\u4f7f\u7528\u3002<\/p>\n

Github\u6709\u5468\u699c\u548c\u65e5\u699c\uff0c\u6211\u4eec\u597d\u50cf\u4e0a\u8fc7\u4e09\u6b21\u5468\u699c\uff0c\u4e03\u516b\u6b21\u65e5\u699c\uff0c\u5c31\u76f8\u5f53\u4e8e\u5982\u679c\u4e0a\u4e86\u65e5\u699c\u7684\u8bdd\uff0c\u4eca\u5929\u5c31\u662f\u5168\u4e16\u754c\u6700\u53d7\u5173\u6ce8\u7684\u5f00\u6e90\u9879\u76ee\u3002\u5f53\u7136\u6211\u4e0d\u80fd\u8bf4\u6211\u7684\u4ea7\u54c1\u662f\u4e16\u754c\u7b2c\u4e00\uff0c\u6211\u89c9\u5f97\u5728\u5927\u6a21\u578b\u8bad\u63a8\u8f6f\u4ef6\u65b9\u9762\uff0cPytorch\u00a0\u80af\u5b9a\u662f\u6bcb\u5eb8\u7f6e\u7591\u7684\u4e16\u754c\u7b2c\u4e00\uff0c\u6211\u89c9\u5f97\u6211\u4eec\u662f\u9664\u4e86Pytorch\u4e4b\u5916\u6bd4\u8f83\u6709\u5f71\u54cd\u529b\u7684\uff0c\u5f53\u7136\u8ddf\u00a0Pytorch\u00a0\u5dee\u8ddd\u8fd8\u662f\u5f88\u5927\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u5f00\u53d1\u8005\u4f7f\u7528\u6f5e\u6668\u7684\u4ea7\u54c1\u6709\u9047\u5230\u8fc7\u4ec0\u4e48\u96be\u9898\u5417\uff1f\u4f60\u4eec\u662f\u600e\u6837\u89e3\u51b3\u7684\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u6211\u4eec\u7684\u5f00\u53d1\u8005\u5927\u4f53\u800c\u8a00\uff0c\u7b2c\u4e00\u7c7b\u662f\u504f\u79d1\u666e\uff0c\u7b2c\u4e8c\u7c7b\u5c31\u662f\u5e73\u8861\u5b9a\u5236\u5316\u9700\u6c42\u662f\u4e0d\u662f\u8db3\u591f\u901a\u7528\u3002<\/p>\n

\u9996\u5148\uff0c\u56e0\u4e3a\u597d\u591a\u4eba\u662f\u4e0d\u65ad\u5207\u5230\u5927\u6a21\u578b\u8fd9\u4e2a\u8d5b\u9053\u91cc\u7684\uff0c\u4ed6\u4eec\u6ca1\u6709\u76f8\u5173\u80cc\u666f\u77e5\u8bc6\uff0c\u4f7f\u7528\u4e4b\u65f6\u5982\u679c\u8fde\u80cc\u666f\u77e5\u8bc6\u90fd\u6ca1\u6709\uff0c\u5c31\u50cf\u662f\u6211\u4eec\u505a\u7684\u662f\u4e13\u4e1a\u6316\u91d1\u5b50\u7684\u4e1c\u897f\uff0c\u4ed6\u8fde\u8fd9\u4e9b\u91d1\u5b50\u5728\u54ea\u7684\u57fa\u672c\u5e38\u8bc6\u90fd\u6ca1\u6709\uff0c\u90a3\u4ed6\u4eec\u80af\u5b9a\u4f1a\u9047\u5230\u4e00\u4e9b\u56f0\u96be\uff0c\u6240\u4ee5\u6211\u4eec\u9700\u8981\u505a\u4e00\u4e9b\u79d1\u666e\u578b\u5de5\u4f5c\u3002<\/p>\n

\u7136\u540e\uff0c\u5bf9\u4e8e\u4e13\u4e1a\u7684\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u4ed6\u4eec\u4e5f\u7528\u8fc7\u00a0DeepSpeed\u3001Megatron\uff0c\u751a\u81f3\u60f3\u81ea\u5df1\u5199\u6846\u67b6\uff0c\u8fd9\u79cd\u6df1\u5ea6\u4f7f\u7528\u8005\u5f80\u5f80\u6709\u4e00\u4e9b\u504f\u5b9a\u5236\u5316\u7684\u9700\u6c42\uff0c\u8fd9\u4e00\u70b9\u6211\u4eec\u9700\u8981\u6743\u8861\u4e00\u4e0b\uff0c\u56e0\u4e3a\u6211\u4eec\u662f\u901a\u7528\u7684\u5de5\u5177\uff0c\u6211\u4eec\u53ef\u80fd\u4e3a\u4e86\u4e00\u4e9b\u7528\u6237\u628a\u5b83\u6539\u6210\u4e00\u4e2a\u7279\u522b\u5c0f\u4f17\u7684\u5de5\u5177\u3002\u8fd9\u4e24\u7c7b\u7528\u6237\u90fd\u53ef\u80fd\u7ed9\u6211\u4eec\u63d0\u51fa\u4e00\u4e9b\u5f88\u6709\u6548\u7684\u5efa\u8bae\uff0c\u6211\u4eec\u8fdb\u4e00\u6b65\u6539\u8fdb\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u5f00\u6e90\u793e\u533a\u5e94\u8be5\u662f\u6f5e\u6668\u6bd4\u8f83\u91cd\u89c6\u7684\u90e8\u5206\u3002<\/p>\n

\u5c24\u6d0b\uff1a\u6211\u89c9\u5f97\u00a0AI Infra\u00a0\u521b\u4e1a\u516c\u53f8\u7684\u957f\u671f\u58c1\u5792\u5c31\u662f\u5728\u4e8e\u751f\u6001\u3002<\/p>\n

\u8fd9\u4e00\u6ce2\u00a0AI\u00a0\u53ef\u80fd\u624d\u4e24\u4e09\u5e74\uff0c\u8fd8\u770b\u4e0d\u51fa\u7a76\u7adf\u8c01\u80fd\u591f\u6210\u4e0b\u4e00\u4e2a\u5de8\u5934\uff0c\u90a3\u53ef\u4ee5\u770b\u4e00\u4e0b\u4e0a\u4e00\u6ce2\u7684\u00a0AI\u00a0\u57fa\u7840\u8bbe\u65bd\u516c\u53f8\uff0c\u5176\u5b9e\u5c31\u662f\u5927\u6570\u636e\uff0c\u4ece\u00a02010\u00a0\u5e74\u5230\u00a02020\u00a0\u5e74\u8fd9\u5341\u5e74\u4e4b\u95f4\u53ef\u80fd\u6700\u6210\u529f\u7684\u5c31\u662f\u00a0Databricks\u3001Snowflake\uff0c\u4ed6\u4eec\u7684\u7b56\u7565\u8fd8\u662f\u8981\u8ddf\u7528\u6237\u751f\u6001\u53bb\u7ed1\u5b9a\u3002<\/p>\n

\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u00a0Databricks\u00a0\u8981\u6784\u5efa\u5b83\u7684\u00a0Spark\u00a0\u751f\u6001\uff0c\u4e5f\u662f\u505a\u4e86\u4e00\u4e2a\u5f88\u5927\u7684\u5f00\u6e90\u793e\u533a\uff0c\u7136\u540e\u524d\u4e24\u5e74\u662f\u4e3b\u8981\u57f9\u517b\u5f00\u53d1\u8005\uff0c\u5f00\u53d1\u8005\u9010\u6e10\u878d\u5165\u5230\u5404\u4e2a\u884c\u4e1a\u4e4b\u540e\uff0c\u7ed9\u4ed6\u771f\u6b63\u5e26\u6765\u4e00\u4e9b\u5ba2\u6237\u3001\u6536\u76ca\uff0c\u624d\u80fd\u4e0d\u65ad\u628a\u8fd9\u4e2a\u505a\u8d77\u6765\u3002<\/p>\n

\u5426\u5219\u5982\u679c\u4f5c\u4e3a\u57fa\u7840\u8bbe\u65bd\u516c\u53f8\u8fde\u751f\u6001\u90fd\u6ca1\u6709\uff0c\u5c31\u5f88\u96be\u8ddf\u5927\u5382\u53bb\u5bf9\u6297\u6216\u8005\u5171\u5b58\u3002\u786e\u5b9e\u00a0AWS\u00a0\u4e5f\u5c1d\u8bd5\u505a\u7740\u5f00\u6e90\u751f\u6001\uff0c\u4f46\u662f\u5927\u5382\u4e5f\u4e0d\u4e00\u5b9a\u5f88\u64c5\u957f\uff0c\u8fd9\u4e5f\u662f\u4ed6\u4eec\u5141\u8bb8\u7c7b\u4f3c\u4e8e\u00a0Databricks\u00a0\u8fd9\u6837\u7684\u516c\u53f8\u5206\u4e00\u676f\u7fb9\u7684\u539f\u56e0\u6240\u5728\uff0c\u5f53\u7136\u4ed6\u4eec\u662f\u5171\u4eab\u8425\u6536\u7684\u3002<\/p>\n

\u6211\u4eec\u5728\u6d77\u5916\u5e02\u573a\u7684\u7ade\u4e89\u4f18\u52bf\u4e5f\u662f\u5728\u751f\u6001\u4e0a\uff0c\u6211\u4eec\u662f\u4e16\u754c\u4e0a\u552f\u4e00\u4e00\u5bb6\u6709\u81ea\u5df1\u72ec\u7acb\u5f00\u6e90\u751f\u6001\u7684\u00a0AI Infra\u00a0\u521b\u4e1a\u516c\u53f8\uff0c\u8fd9\u4e00\u90e8\u5206\u7528\u6237\u662f\u6211\u4eec\u7684\u5fe0\u5b9e\u7528\u6237\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u90a3\u6f5e\u6668\u73b0\u5728\u4f1a\u548c\u4e91\u5382\u6709\u7ade\u4e89\u5417\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u6211\u4eec\u548c\u4e91\u5382\u6ca1\u6709\u7ade\u4e89\u5173\u7cfb\uff0c\u5c24\u5176\u662f\u5728\u4e2d\u56fd\u5c31\u66f4\u6ca1\u6709\u4e86\u3002\u6211\u53ef\u4ee5\u8bf4\u4e00\u4e0b\u4e2d\u56fd\u7684\u5b9e\u9645\u60c5\u51b5\uff0c\u5c31\u662f\u4e2d\u56fd\u7684\u4e91\u5382\u5546\u5b9e\u9645\u4e0a\u6ca1\u6709\u9ad8\u7aef\u7b97\u529b\uff0c\u56e0\u4e3a\u8981\u6bd4\u8f83\u4e25\u683c\u9075\u5b88\u7f8e\u56fd\u5236\u88c1\u3002\u800c\u6211\u4eec\u73b0\u5728\u505a\u7684\u4e3b\u8981\u662f\u628a\u4e2d\u56fd\u6c11\u95f4\u5df2\u6709\u7684\u5408\u6cd5\u9ad8\u7aef\u7b97\u529b\uff0c\u805a\u96c6\u8d77\u6765\u5f62\u6210\u4e00\u4e2a\u5757\uff0c\u6216\u8005\u5728\u5382\u5546\u5185\u90e8\u63d0\u4f9b\u670d\u52a1\uff0c\u610f\u601d\u5c31\u662f\u5382\u5546\u5185\u90e8\u53ef\u80fd\u4e70\u4e86A100\u3001H100\uff0c\u6211\u4eec\u8fdb\u4e00\u6b65\u7ed9\u4ed6\u4eec\u670d\u52a1\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u4f60\u4eec\u73b0\u5728\u7684\u91cd\u5fc3\u5b9e\u9645\u4e0a\u4e5f\u4e0d\u662f\u5927\u6a21\u578b\u516c\u53f8\u3002<\/p>\n

\u5c24\u6d0b\uff1a\u6211\u4eec\u662f\u6709\u8ddf\u5927\u6a21\u578b\u516c\u53f8\u5408\u4f5c\u7684\uff0c\u4f46\u662f\u76ee\u524d\u66f4\u591a\u7684\u662f\u8ddf\u4e00\u4e9b\u5fae\u8c03\u7684\u516c\u53f8\u5728\u5408\u4f5c\u3002<\/p>\n

\u6211\u53ef\u4ee5\u89e3\u91ca\u4e00\u4e0b\u00a0Pre-training\u3001\u00a0Post-training\u00a0\u548c\u00a0Inference\uff0c\u6211\u89c9\u5f97\u00a0Pre-training\u00a0\u7684\u8bdd\u80af\u5b9a\u662f\u5927\u6a21\u578b\u516c\u53f8\u6bd4\u8f83\u559c\u6b22\u505a\u7684\uff0c\u4f46\u662f\u4ed6\u4eec\u7531\u4e8e\u878d\u8d44\u989d\u6bd4\u8f83\u9ad8\uff0c\u5c31\u50cf\u6211\u6ca1\u542c\u8bf4\u8fc7\u00a0Together.AI\u3001\u00a0Lambda Labs\u00a0\u6709\u673a\u4f1a\u53bb\u670d\u52a1\u00a0OpenAI\uff0c\u8981\u60f3\u670d\u52a1\u00a0OpenAI\uff0c\u5fc5\u987b\u5f97\u50cf\u5fae\u8f6f\u8fd9\u6837\u7684\u4f53\u91cf\u3002\u6216\u8005\u50cf\u9a6c\u65af\u514b\u7684\u5927\u6a21\u578b\u516c\u53f8\uff0c\u4e0d\u8981\u4f9b\u5e94\u5546\uff0c\u81ea\u5df1\u5f04\u4e86\u00a010\u00a0\u4e07\u5361\u96c6\u7fa4\u3002<\/p>\n

\u4e0d\u7ba1\u662f\u7f8e\u56fd\u7684\u5927\u6a21\u578b\u516c\u53f8\uff0c\u8fd8\u662f\u4e2d\u56fd\u7684\u5927\u6a21\u578b\u516d\u5c0f\u9f99\uff0c\u4ed6\u4eec\u8981\u81ea\u5df1\u53bb\u5efa\u81ea\u5df1\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u4e0d\u7136\u5c31\u662f\u88ab\u5927\u578b\u4e91\u5382\u670d\u52a1\uff0c\u521b\u4e1a\u516c\u53f8\u6839\u672c\u5207\u4e0d\u5230\u8fd9\u4e00\u5757\u86cb\u7cd5\u3002\u6211\u4eec\u4e5f\u6536\u5230\u4e86\u4e00\u4e9b\u5927\u6a21\u578b\u516c\u53f8\u7684\u5ba2\u6237\uff0c\u4f46\u5e76\u4e0d\u628a\u4ed6\u4eec\u5b9a\u4e3a\u6211\u4eec\u7684\u6218\u7565\u91cd\u8981\u76ee\u6807\uff0c\u53ea\u662f\u901a\u8fc7\u8ddf\u4ed6\u4eec\u5408\u4f5c\u770b\u770b\u6709\u6ca1\u6709\u9700\u8981\u6211\u4eec\u8865\u7684\u6280\u672f\u70b9\u3002<\/p>\n

\u6211\u4eec\u76ee\u524d\u6536\u5230\u7684\u6536\u5165\uff0c\u4e3b\u8981\u6765\u6e90\u4e8e\u4e00\u4e9b\u00a0Post-training\uff0c\u5c31\u662f\u9884\u8bad\u7ec3\u4e4b\u540e\u7684\u00a0training\u00a0\u9636\u6bb5\u7684\u516c\u53f8\uff0c\u6bd4\u5982\u8bf4\u8f66\u5382\u3001\u836f\u5382\u3001\u77f3\u6cb9\u516c\u53f8\u3001\u91d1\u878d\u673a\u6784\u3002\u4ed6\u4eec\u6709\u6570\u636e\u9690\u79c1\u7684\u9700\u6c42\uff0c\u7136\u540e\u53c8\u6ca1\u6709\u5927\u89c4\u6a21\u96c6\u7fa4\uff0c\u53ef\u80fd\u6700\u591a\u4e70\u4e86\u5343\u5361\uff0c\u4f46\u4ed6\u4eec\u5bf9\u6548\u7387\u8981\u6c42\u4e5f\u5f88\u9ad8\uff0c\u5b9e\u9645\u4e0a\u4e5f\u662f\u5728\u505a\u5185\u90e8\u4e1a\u52a1\u7684\u5927\u6a21\u578b\u7684\u3002<\/p>\n

\u00a0<\/p>\n

\u63a8\u7406\u5c42\u9762\u7684\u4ef7\u503c\u70b9<\/span><\/strong><\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u6f5e\u6668\u73b0\u5728\u81ea\u5df1\u4e5f\u5165\u5c40\u4e86\u5927\u6a21\u578b\uff0c\u53d1\u5e03\u4e86\u7c7b\u00a0Sora\u00a0\u67b6\u6784\u89c6\u9891\u751f\u6210\u6a21\u578b\u00a0Open-Sora\uff0c\u56fd\u5185\u5176\u4ed6\u00a0AI Infra\u00a0\u7684\u5382\u5546\u597d\u50cf\u90fd\u6ca1\u6709\u4e0b\u8fd9\u4e00\u6b65\u68cb\u3002\u4f60\u4eec\u7684\u521d\u8877\u4e3a\u4f55\u5462\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u56e0\u4e3a\u672a\u6765\u4e24\u4e09\u5e74\u89c6\u9891\u751f\u6210\u5927\u6a21\u578b\u53d1\u5c55\u7a7a\u95f4\u662f\u6700\u5927\u7684\uff0c\u5bf9\u7b97\u529b\u7684\u9700\u6c42\u4e5f\u662f\u6700\u9ad8\u7684\u3002\u5f53\u7136\uff0c\u6211\u7684\u610f\u601d\u662f\u5982\u679c\u89c6\u9891\u5927\u6a21\u578b\u4e5f\u53d1\u5c55\u5230\u00a0GPT-4\u00a0\u8fd9\u4e2a\u5c42\u9762\uff0c\u4eca\u5929\u00a0OpenAI\u00a0\u8bf4\u89c6\u9891\u5927\u6a21\u578b\u53ea\u662f\u5728\u00a0GPT-1\u00a0\u7684\u9636\u6bb5\u3002<\/p>\n

\u5f53\u524d\uff0c\u89c6\u9891\u5927\u6a21\u578b\u8fd8\u5f88\u5c0f\u3002\u6bd4\u5982\u8bf4\uff0c\u6211\u60f3\u751f\u6210\u4e00\u4e2a\u00a0720P\u00a0\u6e05\u6670\u5ea6\u7684\u89c6\u9891\uff0c\u5e76\u4e14\u8fd8\u662f\u7528\u4e0d\u5927\u7684\u6a21\u578b\u7684\u8bdd\uff0c\u5c31\u9700\u8981\u4e00\u53f0\u673a\u5668\u516b\u5361\uff0c\u5927\u6982\u00a01\u00a0\u5230\u00a04\u00a0\u5206\u949f\u624d\u80fd\u751f\u6210\u3002\u7531\u6b64\u53ef\u89c1\uff0c\u8fd9\u79cd\u7ea7\u522b\u7684\u6269\u5c55\u5bf9\u00a0AI\u00a0\u57fa\u7840\u8bbe\u65bd\u529f\u529b\u7684\u4f18\u5316\u662f\u9700\u6c42\u6700\u9ad8\u7684\u3002<\/p>\n

\u7b2c\u4e8c\u4e2a\u539f\u56e0\u662f\u6211\u4eec\u5728\u5b9e\u9645\u670d\u52a1\u7684\u5ba2\u6237\u91cc\u9762\uff0c\u4e5f\u771f\u5b9e\u9047\u5230\u4e86\u4e00\u4e9b\u5ba2\u6237\u6709\u8fd9\u6837\u7684\u8bc9\u6c42\uff0c\u4ed6\u4eec\u786e\u5b9e\u662f\u5e0c\u671b\u57fa\u7840\u8bbe\u65bd\u5382\u5546\u80fd\u63d0\u4f9b\u4e00\u4e2a\u5f88\u597d\u7684\u89c6\u9891\u5927\u6a21\u578b\u6a21\u677f\uff0c\u65b9\u4fbf\u4ed6\u4eec\u5728\u884c\u4e1a\u843d\u5730\u3002<\/p>\n

\u5176\u5b9e\u53ef\u4ee5\u770b\u4e00\u4e0b\u76ee\u524d\u505a\u57fa\u7840\u8bbe\u65bd\u6700\u597d\u7684\u516c\u53f8\uff0cTogether.AI\u00a0\u662f\u4e0d\u9519\u7684\u00a0AI\u00a0\u57fa\u7840\u8bbe\u65bd\u516c\u53f8\uff0c\u4ed6\u4eec\u901a\u8fc7\u670d\u52a1\u89c6\u9891\u5927\u6a21\u578b\u516c\u53f8\u00a0Pika\u00a0\u79ef\u7d2f\u4e86\u5f88\u591a\u5b9d\u8d35\u7684\u4ea7\u54c1\u7ecf\u9a8c\uff0c\u540c\u65f6\u6536\u83b7\u4e86\u8425\u6536\uff0c\u57fa\u672c\u76f8\u5f53\u4e8e\u505a\u4e86\u89c6\u9891\u5927\u6a21\u578b\u5e03\u5c40\u3002\u7136\u540e\u00a0Lambda Labs\u00a0\u5e73\u53f0\u4e0a\u7684\u4e50\u9ad8\u662f\u57fa\u4e8e\u6f5e\u6668\u00a0Open-Sora\u00a0\u505a\u7684\uff0c\u4ed6\u4eec\u4e5f\u5728\u505a\u7c7b\u4f3c\u7684\u5e03\u5c40\u3002<\/p>\n

\u4f46\u5f52\u6839\u5230\u5e95\uff0c\u6211\u4eec\u505a\u8fd9\u5757\u7684\u521d\u8877\u8fd8\u662f\u89c9\u5f97\u89c6\u9891\u5927\u6a21\u578b\u5bf9\u7b97\u529b\u7684\u9700\u6c42\u8981\u6c42\u6bd4\u8f83\u9ad8\uff0c\u8fd9\u662f\u00a0AI\u00a0\u57fa\u7840\u8bbe\u65bd\u516c\u53f8\u6700\u5bb9\u6613\u4ea7\u751f\u5927\u7684\u4ef7\u503c\u7684\u4e00\u4e2a\u65b9\u5411\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u6211\u76f8\u4fe1\u89c6\u9891\u5927\u6a21\u578b\u6bd4LLM\u66f4\u53ef\u80fd\u6709\u957f\u671fscaling law\uff1f\u56e0\u4e3a\u89c6\u9891\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u5c31\u662f\u5ba2\u89c2\u4e16\u754c\u7684\u771f\u5b9e\u5199\u7167\uff0c\u6570\u636e\u7684\u6700\u7ec8\u5236\u9020\u8005\u662f\u9020\u7269\u4e3b\uff0c\u5927\u6a21\u578b\u5b8c\u5168\u53ef\u4ee5\u53d1\u73b0\u5176\u5185\u5728\u7684\u89c4\u5f8b\u3002LLM\u7684\u8bad\u7ec3\u6570\u636e\u662f\u4e92\u8054\u7f51\u548c\u4e66\u7c4d\uff0c\u6570\u636e\u5236\u9020\u8005\u7684\u6c34\u5e73\u53c2\u5dee\u4e0d\u9f50\uff0c\u800c\u4e14\u6709\u5f88\u591a\u6b67\u4e49\u548c\u5783\u573e\u4fe1\u606f\u3002<\/p>\n

\u6bcf\u4e2a\u4eba\u4ece\u51fa\u751f\u5f00\u59cb\uff0c\u5e76\u4e0d\u662f\u6bcf\u65f6\u6bcf\u523b\u90fd\u5728\u9605\u8bfb\u6587\u5b57\uff0c\u4f46\u65e0\u65f6\u65e0\u523b\u4e0d\u5728\u63a5\u53d7\u89c6\u9891\u8f93\u5165\uff0c\u751a\u81f3\u6587\u5b57\u672c\u8eab\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u89c6\u89c9\u8f93\u5165\u3002\u5728\u5a74\u5e7c\u513f\u65f6\u671f\uff0c\u4eba\u7c7b\u4e0d\u8bc6\u5b57\u5374\u80fd\u53d1\u5c55\u51fa\u667a\u80fd\uff0c\u8fd9\u90fd\u8bf4\u660e\u4e86\u89c6\u89c9\u4fe1\u53f7\u672c\u8eab\u8db3\u4ee5scale\u3002\u4e14\u89c6\u89c9\u4e2d\u7684\u5404\u5f0f\u5404\u6837\u7684\u7269\u7406\u89c4\u5f8b\uff0c\u4e5f\u9700\u8981scale\u5230\u4e00\u5b9a\u89c4\u6a21\u624d\u6709\u53ef\u80fd\u7cbe\u786e\u638c\u63e1\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u90a3\u00a0Open-Sora\u00a0\u548c\u76ee\u524d\u5e02\u9762\u4e0a\u5176\u4ed6\u91c7\u7528\u00a0Diffusion Transformer(DiT)\u00a0\u67b6\u6784\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u76f8\u6bd4\uff0c\u5dee\u5f02\u5316\u4f18\u52bf\u5177\u4f53\u4f53\u73b0\u5728\u4f55\u5904\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u6211\u4eec\u7684\u6700\u5927\u4f18\u52bf\u5728\u4e8e\u00a0id\u00a0\u4e00\u81f4\u6027\u3002<\/p>\n

\u6709\u4e00\u4e9b\u5546\u4e1a\u5ba2\u6237\u5728\u7528\u6211\u4eec\u7684\u00a0feature\uff0c\u867d\u7136\u6ca1\u53d1\u5230\u00a0Open-Sora\u00a0\u91cc\uff0c\u56e0\u4e3a\u53ef\u80fd\u77ed\u65f6\u95f4\u5185\u771f\u7684\u80fd\u591f\u53d8\u73b0\u7684\u8bdd\uff0c\u5c31\u662f\u9762\u5411\u89c6\u9891\u5236\u4f5c\u8005\u3001\u7535\u5f71\u5236\u7247\u4eba\u7b49\u7b49\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u91cc\u9762\u4eba\u7269\u7684\u4e00\u81f4\u6027\u8fd8\u662f\u6bd4\u8f83\u5173\u952e\u7684\u3002<\/p>\n

\u6bd4\u5982\u8bf4\uff0c\u6211\u80fd\u4e0d\u80fd\u5728\u6211\u5bfc\u5e08\u5973\u513f\u751f\u65e5\u7684\u65f6\u5019\uff0c\u7ed9\u5979\u751f\u6210\u4e00\u4e2a\u4e13\u5c5e\u7684\u5c0f\u7535\u5f71\uff0c\u6211\u4eec\u7684\u00a0Open-Sora\u00a0\u5728\u5185\u5bb9\u4e0a\u5c31\u662f\u5f3a\u8c03\u00a0id\u00a0\u4e00\u81f4\u6027\u7684\uff0c\u8fd9\u5757\u6211\u4eec\u4e5f\u4e0b\u4e86\u5f88\u591a\u529f\u592b\uff0c\u867d\u7136\u6ca1\u6709\u5f00\u653e\u3002<\/p>\n

\u8fd1\u671f\uff0c\u6211\u4eec\u4e5f\u6253\u7b97\u628a\u5b83\u62ff\u5230\u6211\u4eec\u5546\u4e1a\u5316\u4ea7\u54c1\u91cc\uff0c\u5728\u5546\u4e1a\u5316\u4ea7\u54c1\u53d1\u5e03\u4ee5\u540e\uff0c\u518d\u770b\u770b\u662f\u4e0d\u662f\u6709\u5fc5\u8981\u5f00\u6e90\uff0c\u53d1\u5e03\u65f6\u95f4\u5927\u6982\u5728\u56fd\u5e86\u8282\u524d\u540e\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u8fd9\u4e5f\u662f\u4f60\u4eec\u5728\u63a8\u7406\u8fd9\u4e00\u5757\u7684\u53d1\u529b\u70b9\u4e4b\u4e00\u3002\u80fd\u5426\u8be6\u7ec6\u4ecb\u7ecd\u4e00\u4e0b\u6f5e\u6668\u7684\u6574\u4f53\u63a8\u7406\u5e03\u5c40\u5462\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u73b0\u5728\u6211\u4eec\u5176\u5b9e\u505a\u4e86\u5f88\u591a\u63a8\u7406\u65b9\u6848\u3002<\/p>\n

\u7b2c\u4e00\uff0c\u5c31\u662f\u8981\u628a\u6211\u4eec\u7684\u89c6\u9891\u5927\u6a21\u578b\u505a\u597d\uff0c\u8981\u4e0a\u7ebf\u3001\u6709\u670d\u52a1\uff0c\u8fd9\u5bf9\u6211\u4eec\u7684\u953b\u70bc\u4ef7\u503c\u8fd8\u662f\u975e\u5e38\u9ad8\u7684\uff0c\u786e\u5b9e\u771f\u6b63\u6709\u4eba\u5728\u7528\uff0c\u6211\u4eec\u4e5f\u4f1a\u52aa\u529b\u628a\u89c6\u9891\u5927\u6a21\u578b\u7684\u63a8\u7406\u901f\u5ea6\u4f18\u5316\u5230\u6781\u81f4\u3002<\/p>\n

\u7b2c\u4e8c\uff0c\u6211\u4e2a\u4eba\u5bf9\u4e8e\u00a0AI Infra\u00a0\u521b\u4e1a\u516c\u53f8\u505a\u00a0MaaS\u00a0\u53bb\u5356\u5f00\u6e90\u6a21\u578b\u7684\u00a0API\u00a0\u6709\u4e00\u4e9b\u987e\u8651\u3002\u6700\u5f00\u59cb\u5176\u5b9e\u6211\u4eec\u4e5f\u60f3\u8fc7\u8fd9\u6761\u8def\uff0c\u662f\u7279\u522b\u7f8e\u597d\uff0c\u4f46\u662f\u8fd9\u5757\u86cb\u7cd5\u666e\u901a\u4eba\u62ff\u4e0d\u5230\u3002\u6bd4\u5982\u8bf4\uff0c\u4f5c\u4e3a\u00a0AI\u00a0\u5f00\u53d1\u8005\u5230\u5e95\u662f\u8c03\u8fd9\u7c7b\u5e73\u53f0\u7684API\uff0c\u8fd8\u662f\u8c03\u6708\u4e4b\u6697\u9762\u3001\u667a\u8c31\u3001DeepSeek\u00a0\u7684API\uff0cDeepSeek\u3001\u901a\u4e49\u5343\u95ee\u90fd\u6709\u81ea\u5df1\u7684\u00a0MaaS\uff0c\u611f\u89c9\u8fd9\u79cd\u65b9\u5f0f\u76f8\u5f53\u4e8e\u5728\u548c\u901a\u7528\u5927\u6a21\u578b\u516c\u53f8\u7ade\u4e89\u3002\u5e76\u4e14\uff0c\u5982\u679c\u4e0d\u53bb\u505a\u4e00\u4e2a\u81ea\u5df1\u7684\u4f18\u8d28\u5927\u6a21\u578b\u7684\u8bdd\uff0c\u90a3\u63a8\u7406\u5e73\u53f0\u4e0a\u5176\u5b9e\u662f\u6ca1\u6709\u4f18\u8d28\u8d44\u6e90\u7684\u3002<\/p>\n

\u73b0\u5728\u6700\u6838\u5fc3\u7684\u5c31\u662f\u8fd9\u4e00\u5757\uff0c\u5927\u6a21\u578b\u8fd8\u5728\u80fd\u4e0d\u80fd\u8fdb\u5165\u522b\u4eba\u7684\u751f\u4ea7\u73af\u8282\u4e4b\u4e2d\u88ab\u8ba8\u8bba\u4e4b\u65f6\uff0c\u4ef7\u683c\u548c\u901f\u5ea6\u662f\u6b21\u8981\u7684\uff0c\u6700\u91cd\u8981\u7684\u662f\u80fd\u4e0d\u80fd\u771f\u6b63\u4ea7\u751f\u667a\u80fd\u6548\u679c\uff0c\u5185\u5bb9\u751f\u6210\u8d28\u91cf\u5230\u5e95\u5982\u4f55\uff0c\u73b0\u5728\u505a\u63a8\u7406\u00a0MaaS\u00a0\u6700\u6838\u5fc3\u7684\u662f\u6709\u6ca1\u6709\u4f18\u8d28\u8d44\u6e90\uff0c\u8fd9\u4e5f\u662f\u73b0\u5728\u53ea\u6709\u00a0ChatGPT\u00a0\u80fd\u591f\u5e26\u6765\u6570\u4ebf\u7f8e\u5143\u6536\u5165\u7684\u539f\u56e0\u6240\u5728\u3002<\/p>\n

\u6240\u4ee5\uff0c\u6211\u4eec\u5f53\u524d\u7684\u91cd\u70b9\u5176\u5b9e\u662f\u5728\u8bad\u63a8\u4e00\u4f53\u673a\u4e0a\u3002\u56e0\u4e3a\u73b0\u5728\u00a0Open-Sora\u00a0\u663e\u7136\u6ca1\u6709\u5230\u8fbe\u4e00\u4e2a\u00a0superstar\u00a0\u7684\u9636\u6bb5\uff0c\u6211\u4eec\u7684\u5f71\u54cd\u529b\u80af\u5b9a\u8fd8\u8fdc\u8fdc\u4e0d\u5982\u00a0Kimi\uff0c\u66f4\u522b\u8bf4\u8ddf\u00a0ChatGPT\u00a0\u6bd4\u4e86\u3002\u5728\u628a\u00a0Open-Sora\u00a0\u505a\u6210\u4e00\u4e2a\u7206\u6b3e\u4e4b\u524d\uff0c\u6211\u4eec\u8fd8\u662f\u8981\u5148\u4f9d\u8d56\u5f00\u6e90\u6a21\u578b\u3002\u8fd9\u65b9\u9762\u5c31\u8981\u60f3\u6e05\u695a\u4ec0\u4e48\u65f6\u5019\u5f00\u6e90\u6a21\u578b\u5bf9\u95ed\u6e90\u6a21\u578b\u6709\u4f18\u52bf\uff0c\u8fd9\u4e5f\u662f\u6211\u524d\u9762\u63d0\u5230\u7684\u987e\u8651\u6240\u5728\uff0c\u56e0\u4e3a\u6211\u89c9\u5f97\u5f00\u6e90\u6a21\u578b\u5728\u90a3\u79cd\u60c5\u51b5\u4e0b\u76f8\u5bf9\u95ed\u6e90\u6a21\u578b\u6ca1\u6709\u4efb\u4f55\u4f18\u52bf\u3002<\/p>\n

\u4ec0\u4e48\u65f6\u5019\u6709\u4f18\u52bf\u5462\uff1f\u5c31\u662f\u80fd\u4e0d\u80fd\u628a\u7528\u6237\u7684\u7a00\u6709\u6570\u636e\u53bb\u5fae\u8c03\u4e00\u4e0b\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u901a\u8fc7\u00a0post-training\u00a0\u628a\u5f00\u6e90\u6a21\u578b\u53d8\u6210\u4e00\u4e2a\u7528\u6237\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u7248\u672c\uff0c\u90a3\u8fd9\u4e2a\u573a\u666f\u65e2\u7136\u662f\u9690\u79c1\u7684\u8bdd\uff0c\u5176\u5b9e\u5c31\u662f\u5356\u4e00\u4f53\u673a\u3002\u6211\u4eec\u53ef\u4ee5\u628a\u6211\u4eec\u8bad\u7ec3\u7684\u57fa\u7840\u8bbe\u65bd\u6216\u8005\u8f6f\u4ef6\u90fd\u5f04\u5230\u4e00\u4f53\u673a\u91cc\uff0c\u6216\u8005\u6211\u4eec\u7684\u6f5e\u6668\u4e91\u4e0a\uff0c\u8ba9\u5ba2\u6237\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u5148\u5fae\u8c03\u51fa\u81ea\u5df1\u7684\u5b9a\u5236\u5316\u6a21\u578b\uff0c\u7136\u540e\u901a\u8fc7\u4e00\u4f53\u673a\u670d\u52a1\u5185\u90e8\u3002<\/p>\n

\u6216\u8005\u4ed6\u4eec\u4e0d\u613f\u610f\u4e70\u4e00\u53f0\u673a\u7684\u8bdd\uff0c\u53ef\u4ee5\u4e0a\u6211\u4eec\u7684\u4e91\uff0c\u628a\u6574\u4e2a\u673a\u5668\u5305\u4e0b\u6765\uff0c\u6211\u4eec\u76f8\u5f53\u7ed9\u4ed6\u4eec\u505a\u4e86\u4e00\u4e2a\u00a0serving instance\uff0c\u5c31\u50cf\u00a0AWS Google cloud\u00a0\u4e0a\u6bcf\u4e2a\u670d\u52a1\u5668\u5c31\u8981\u4e00\u4e2a\u00a0instance\uff0c\u76f8\u5f53\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a\u00a0serving\u00a0\u7684\u673a\u5668\uff0c\u4ed6\u4eec\u53ef\u4ee5\u5feb\u901f\u628a\u81ea\u5df1\u7684\u6a21\u578b\u90e8\u7f72\u4e0a\u53bb\uff0c\u4e0d\u662f\u8c03API\uff0c\u800c\u662f\u5bf9\u6a21\u578b\u6709\u5341\u8db3\u7684\u63a7\u5236\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u6f5e\u6668\u7684\u8bad\u63a8\u4e00\u4f53\u673a\u5546\u4e1a\u5316\u60c5\u51b5\u5982\u4f55\u4e86\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u5df2\u7ecf\u8fbe\u5230\u6307\u6807\u4e86\uff0c\u4eca\u5e74\u6211\u4eec\u5728\u8bad\u63a8\u4e00\u4f53\u673a\u4e0a\u7684\u76ee\u6807\u662f\u83b7\u5f97\u00a02000\u00a0\u591a\u4e07\u7684\u6536\u5165\uff0c\u73b0\u5728\u5df2\u7ecf\u5feb\u00a03000\u00a0\u4e07\u4e86\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u76ee\u524d\u4e3b\u8981\u662f\u548c\u534e\u4e3a\u5408\u4f5c\u5417\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u4e0d\u6b62\u548c\u534e\u4e3a\u5408\u4f5c\uff0c\u4efb\u4f55\u5408\u6cd5\u7684\u534e\u4e3a\u6216\u8005\u82f1\u4f1f\u8fbe\u673a\u5668\u6211\u4eec\u90fd\u8003\u8651\u3002\u4e3b\u8981\u662f\u534e\u4e3a\u7684\u6607\u817e\u00a0910B\u00a0\u548c\u9a6c\u4e0a\u5c31\u8981\u53d1\u5e03\u7684\u6607\u817e\u00a0910C\u00a0\uff0c\u52a0\u4e0a\u82f1\u4f1f\u8fbe\u7684\u00a0H20\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u524d\u6bb5\u65f6\u95f4\u542c\u8bf4\u4f60\u4eec\u5728\u8c08\u7b97\u529b\u4e2d\u5fc3\u843d\u5730\uff0c\u8fd9\u5757\u662f\u6709\u4ec0\u4e48\u6837\u7684\u5e03\u5c40\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u56e0\u4e3a\u5404\u5730\u7684\u7b97\u529b\u4e2d\u5fc3\uff0c\u4ed6\u4eec\u7684\u4f18\u52bf\u662f\u6709\u4e00\u4e9b\u8d44\u91d1\uff0c\u800c\u52a3\u52bf\u5c31\u662f\u4ed6\u4eec\u7684\u8f6f\u4ef6\uff0c\u7279\u522b\u662f\u7c7b\u4f3c\u4e8e\u00a0Colossal-AI\uff0c\u6216\u8005\u8bad\u63a8\u4e00\u4f53\u7684\u8f6f\u4ef6\u65b9\u9762\u79ef\u7d2f\u4e0d\u662f\u5f88\u591a\uff0c\u8fd9\u4f1a\u5bfc\u81f4\u82af\u7247\u4e70\u8fc7\u6765\u4e4b\u540e\uff0c\u6700\u574f\u60c5\u51b5\u4e0b\u53d8\u6210\u5e9f\u94c1\u4e86\u3002<\/p>\n

\u6bd4\u5982\u8bf4\uff0c\u4e4b\u524d\u5c31\u6709\u4e2a\u5730\u65b9\u653f\u5e9c\u5f04\u4e86\u00a03000p\u00a0\u7684\u7b97\u529b\uff0c\u4f46\u662f\u95f2\u7f6e\u7387\u57fa\u672c\u4e0a99%\uff0c\u5356\u90fd\u5356\u4e0d\u51fa\u53bb\uff0c\u8fd9\u6837\u5c31\u5f88\u4e0d\u597d\u3002\u4ed6\u4eec\u5176\u5b9e\u5c31\u662f\u5e0c\u671b\u6211\u4eec\u7684\u8f6f\u4ef6\u628a\u5b83\u4f18\u5316\u4e00\u4e0b\uff0c\u8ba9\u8fd9\u00a03000p\u00a0\u7684\u7b97\u529b\u771f\u6b63\u80fd\u53d1\u6325\u51fa\u00a03000\u00a0\u5f20\u00a0H100\u00a0\u7684\u4ef7\u503c\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u60a8\u89c9\u5f97\u6f5e\u6668\u76ee\u524d\u8fd8\u6709\u6ca1\u6709\u4ec0\u4e48\u9700\u8981\u8865\u9f50\u7684\u77ed\u677f\u5462\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u5173\u4e8e\u77ed\u677f\uff0c\u53bb\u5e74\u6211\u4eec\u610f\u8bc6\u5230\u81ea\u8eab\u662f\u9700\u8981\u6709\u4e00\u5b9a\u6a21\u578b\u80fd\u529b\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u624d\u505a\u89c6\u9891\u5927\u6a21\u578b\uff0c\u8fd9\u662f\u53bb\u5e74\u5e74\u5e95\u6211\u4eec\u601d\u8003\u5230\u7684\u4e00\u4e9b\u4e8b\u60c5\uff0c\u8981\u60f3\u670d\u52a1\u597d\u8fd9\u4e9b\u516c\u53f8\uff0c\u5f97\u81ea\u5df1\u5148\u8bad\u8fc7\u6a21\u578b\uff0c\u5982\u679c\u81ea\u5df1\u90fd\u6ca1\u8bad\u8fc7\uff0c\u4ed6\u4eec\u4f1a\u4e0d\u653e\u5fc3\u628a\u6709\u4e9b\u9879\u76ee\u4ea4\u7ed9\u6211\u4eec\u3002\u6240\u4ee5\u8bad\u7ec3\u89c6\u9891\u5927\u6a21\u578b\uff0c\u987a\u4fbf\u4e5f\u662f\u8865\u9f50\u4e86\u6211\u4eec\u5728\u8fd9\u65b9\u9762\u7684\u77ed\u677f\u3002<\/p>\n

\u8fd9\u6837\u7684\u8bdd\u6211\u4eec\u624d\u6709\u8d44\u683c\u53bb\u670d\u52a1\u3002\u73b0\u57284\u00a0\u4e2a\u4e16\u754c\u00a0500\u00a0\u5f3a\u5ba2\u6237\u548c\u00a07\u00a0\u4e2a\u4e16\u754c\u00a02000\u00a0\u5f3a\u7684\u5ba2\u6237\u5df2\u7ecf\u7ed9\u6211\u4eec\u4ed8\u8d39\u4e86\u63a5\u8fd1\u5343\u4e07\u5143\uff0c\u662f\u5bf9\u6211\u4eec\u6700\u5927\u7684\u8ba4\u53ef\u3002\u8fd9\u5757\u4e5f\u662f\u6f5e\u6668\u6bd4\u8f83\u6709\u7ade\u4e89\u529b\u7684\u70b9\u6240\u5728\u3002<\/p>\n

\u00a0<\/p>\n

\u6d77\u5185\u5916\u7684\u53d1\u5c55\u673a\u9047<\/span><\/strong><\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u90a3\u60a8\u89c9\u5f97\u6d77\u5185\u5916\u00a0AI Infra\u00a0\u76ee\u524d\u6709\u4ec0\u4e48\u5dee\u5f02\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u56fd\u5185\u53ef\u80fd\u73b0\u5728\u7531\u4e8e\u8bf8\u591a\u56e0\u7d20\u7684\u9650\u5236\uff0c\u6211\u611f\u89c9\u6ca1\u6709\u4e00\u4e2a\u5f88\u81ea\u52a8\u5316\u7684\u4ea7\u54c1\u80fd\u591f\u5feb\u901f\u8dd1\u51fa\u6765\uff0c\u800c\u4e14\u56fd\u5185\u7531\u4e8e\u7b97\u529b\u90fd\u5206\u6563\u5728\u5730\u65b9\u653f\u5e9c\u7684\u624b\u91cc\uff0c\u540c\u65f6\u9ad8\u7aef\u7b97\u529b\u5bf9\u4e2d\u56fd\u660e\u9762\u4e0a\u4e5f\u7981\u8fd0\uff0c\u82af\u7247\u5c42\u7684\u4e00\u4e9b\u9650\u5236\u5bfc\u81f4\u4e0a\u5c42\u8f6f\u4ef6\u76ee\u524d\u53d1\u5c55\u901f\u5ea6\u6ca1\u6709\u90a3\u4e48\u5feb\u3002\u6d77\u5916\u7684\u8bdd\uff0c\u7531\u4e8e\u82f1\u4f1f\u8fbe\u5feb\u901f\u7edf\u4e00\u4e86\u5e02\u573a\uff0c\u8fd9\u4e9b\u516c\u53f8\u53cd\u800c\u6bd4\u8f83\u597d\u505a\uff0c\u57fa\u4e8e\u82f1\u4f1f\u8fbe\u518d\u628a\u4e8b\u60c5\u505a\u597d\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u56fd\u5185\u7684\u75db\u70b9\u4e5f\u662f\u5728\u8fd9\u5757\u5417\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u56fd\u5185\u5f53\u524d\u7684\u75db\u70b9\u80af\u5b9a\u9996\u5148\u662f\u80fd\u4e0d\u80fd\u6709\u4e00\u4e24\u6b3e\u786c\u4ef6\u8fc5\u901f\u6574\u5408\u5e02\u573a\uff0c\u76f8\u5f53\u4e8e\u628a\u00a0AI\u00a0\u57fa\u7840\u8bbe\u65bd\u8f6f\u4ef6\u4ee5\u4e0b\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u4e5f\u5c31\u662f\u82af\u7247\u5c42\uff0c\u786e\u5b9e\u8981\u7edf\u4e00\u597d\u3002\u4e0d\u8fc7\u673a\u9047\u4e5f\u662f\u6709\u7684\uff0c\u6211\u76f8\u4fe1\u4e2d\u56fd\u7684\u5e02\u573a\u6bd4\u8f83\u5927\uff0c\u672a\u6765\u4e0d\u4f1a\u6bd4\u7f8e\u56fd\u5c0f\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u90a3\u6f5e\u6668\u76ee\u524d\u5728\u6d77\u5185\u5916\u7684\u5e03\u5c40\u60c5\u51b5\u5982\u4f55\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u76ee\u524d\u6211\u4eec\u5728\u6d77\u5185\u5916\u6ca1\u6709\u505a\u4e25\u683c\u533a\u5206\uff0c\u56e0\u4e3a\u6211\u89c9\u5f97\u73b0\u5728\u6211\u4eec\u8fd8\u662f\u5728\u4ea7\u54c1\u8bd5\u9519\u7684\u9636\u6bb5\uff0c\u4ece\u603b\u6536\u5165\u800c\u8a00\uff0c\u56fd\u5185\u53ef\u80fd\u8ddf\u53bb\u5e74\u7684\u53e3\u5f84\u662f\u5dee\u4e0d\u591a\u7684\uff0c\u800c\u4e14\u6211\u4eec\u7684\u89c6\u9891\u5927\u6a21\u578b\u4e5f\u6709\u6d77\u5916\u7248\u7684\uff0c\u672c\u8eab\u6211\u4eec\u4e5f\u670d\u52a1\u4e86\u4e00\u4e9b\u6d77\u5916\u7684\u5ba2\u6237\uff0c\u7136\u540e\u6211\u4eec\u7684\u6f5e\u6668\u4e91\u5176\u5b9e\u4e5f\u6709\u6d77\u5916\u7248\u7684\uff0c\u6d77\u5916\u5ba2\u6237\u66f4\u5bb9\u6613\u5bf9\u8fd9\u79cd\u8f6f\u4ef6\u670d\u52a1\u4ed8\u8d39\uff0c\u6240\u4ee5\u8bf4\u76ee\u524d\u6d77\u5185\u5916\u6536\u5165\u662f\u5dee\u4e0d\u591a\u7684\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u6f5e\u6668\u4e91\u7684\u6d77\u5916\u7248\u548c\u56fd\u5185\u7248\u7528\u6237\u4f1a\u6709\u4ec0\u4e48\u5dee\u5f02\u5417\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u56fd\u5185\u7248\u7684\u8bdd\u5ba2\u6237\u66f4\u6563\uff0c\u6211\u4eec\u53d1\u73b0\u56fd\u5185\u7684\u5ba2\u6237\uff0c\u5982\u679c\u8bad\u7684\u6a21\u578b\u6bd4\u8f83\u5927\u7684\u8bdd\uff0c\u53ef\u80fd\u4f1a\u81ea\u5df1\u53bb\u4e70\u670d\u52a1\u5668\uff0c\u5b83\u662f\u771f\u6b63\u4e0a\u4e91\u7684\u5730\u65b9\uff0c\u867d\u7136\u662f\u6570\u91cf\u5f88\u591a\uff0c\u4f46\u662f\u90fd\u6bd4\u8f83\u6563\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u7684\u6700\u5c0f\u4f18\u5316\u5355\u4f4d\u662f\u4e00\u5f20\u5361\u3002<\/p>\n

\u56fd\u5916\u7684\u8bdd\u76f8\u5bf9\u4e8e\u800c\u8a00\u66f4\u6574\u4e00\u70b9\uff0c\u4e00\u4e2a\u516c\u53f8\u53bb\u91c7\u8d2d\uff0c\u4e5f\u4e0d\u4f1a\u53bb\u8bad\u90a3\u4e48\u5c0f\u7684\u6a21\u578b\uff0c\u6240\u4ee5\u6211\u4eec\u6700\u5c0f\u4f18\u5316\u5355\u4f4d\u662f\u4e00\u53f0\u670d\u52a1\u5668\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u4f60\u4eec\u5f00\u62d3\u6d77\u5916\u5e02\u573a\u4f1a\u5728\u54ea\u4e9b\u65b9\u9762\u89c9\u5f97\u6bd4\u8f83\u6709\u538b\u529b\uff1f<\/p>\n

\u5c24\u6d0b\uff1a\u6211\u89c9\u5f97\u5c0f\u89c4\u6a21\u7684\u60c5\u51b5\u4e0b\uff0c\u5c31\u6bd4\u5982\u8bf4\u6211\u4eec\u73b0\u5728\u60f3\u505a\u5230\u00a02\u00a0\u4ebf\u4eba\u6c11\u5e01\u8fd9\u4e2a\u6536\u5165\uff0c\u8fd9\u4e2a\u9636\u6bb5\u7684\u8bdd\u8fd8\u4e0d\u4f1a\u6709\u592a\u5927\u538b\u529b\u3002\u4e0d\u8fc7\u4e4b\u540e\u505a\u5230\u00a010\u00a0\u4ebf\u4eba\u6c11\u5e01\u7684\u8bdd\uff0c\u80af\u5b9a\u5c31\u4f1a\u5c31\u8981\u5f15\u8d77\u00a0CoreWeave\u3001Lambda Labs \u00a0\u7b49\u516c\u53f8\u7684\u6ce8\u610f\u4e86\u3002<\/p>\n

\u00a0<\/p>\n

AI\u00a0\u79d1\u6280\u8bc4\u8bba\uff1a\u6211\u8bb0\u5f97\u60a8\u4e4b\u524d\u6709\u63d0\u5230\u8bf4\u6f5e\u6668\u79d1\u6280\u662f\u4e2d\u56fd\u7684\u00a0Together.AI\uff0c\u4ea7\u54c1\u4f1a\u6709\u4ec0\u4e48\u5dee\u5f02\u5417\uff1f<\/p>\n

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<\/p>\n

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\n
\n <\/a>
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