{"id":38621,"date":"2025-02-19T18:00:53","date_gmt":"2025-02-19T10:00:53","guid":{"rendered":"https:\/\/17aitech.com\/?p=38621"},"modified":"2025-02-19T18:00:53","modified_gmt":"2025-02-19T10:00:53","slug":"%e7%a1%85%e5%9f%ba%e5%90%91%e5%b7%a6%ef%bc%8c%e6%bd%9e%e6%99%a8%e5%90%91%e5%8f%b3","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38621","title":{"rendered":"\u7845\u57fa\u5411\u5de6\uff0c\u6f5e\u6668\u5411\u53f3"},"content":{"rendered":"<p>\u5982\u679c\u5c06\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u6bd4\u505a\u201c\u6dd8\u91d1\u201d\uff0c\u90a3\u4e48\u6784\u5efa\u5927\u6a21\u578b\u57fa\u5ea7\u6240\u5fc5\u9700\u7684\u7b97\u529b\u548c\u5de5\u5177\u4f53\u7cfb\uff0c\u5219\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u201c\u94f2\u5b50\u201d\u3002<\/p>\n<p>\u4fd7\u8bdd\u8bf4\uff0c\u6dd8\u91d1\u5148\u5bcc\u5356\u94f2\u4eba\uff0c\u8c01\u90fd\u60f3\u5728\u8fd9\u573a AI \u6d6a\u6f6e\u4e2d\u201c\u5206\u4e00\u676f\u7fb9\u201d\uff0c\u4e0d\u5149\u5de8\u5934\u5728\u4e89\u5f53\u201c\u5356\u94f2\u4eba\u201d\uff0c\u4e5f\u6709\u4e0d\u5c11\u521b\u4e1a\u516c\u53f8\u4ece\u4e2d\u53d1\u73b0\u4e86\u65b0\u7684\u673a\u9047\u3002<\/p>\n<p>\u5176\u4e2d\uff0c\u5728\u52a0\u901f\u8ba1\u7b97\u8d5b\u9053\uff0c\u8881\u8fdb\u8f89\u5e26\u9886\u7684\u7845\u57fa\u6d41\u52a8\u4e0e\u5c24\u6d0b\u521b\u529e\u7684\u6f5e\u6668\u79d1\u6280\u53ef\u8c13\u5178\u578b\u4ee3\u8868\uff0c\u5728\u4ed6\u4eec\u4e4b\u5916\uff0c\u56fd\u5185\u65e9\u671f\u80fd\u505a\u51fa\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u56e2\u961f\u5e76\u4e0d\u591a\u3002<\/p>\n<p>\u7136\u800c\uff0c\u867d\u7136\u8d5b\u9053\u76f8\u540c\uff0c\u4e8c\u8005\u5374\u5c61\u5c61\u9009\u62e9\u4e0d\u540c\u7684\u5206\u5c94\u8def\u53e3\u2014\u2014<\/p>\n<p>\u4ece\u65f6\u95f4\u7ebf\u4e0a\u6765\u770b\uff0c2017 \u5e74\u5f00\u542f\u521b\u4e1a\u4e4b\u65c5\u7684\u8881\u8fdb\u8f89\u9009\u62e9\u4e86\u6253\u7834\u5784\u65ad\u3001\u6311\u6218\u5de8\u5934 Meta\uff0c\u5176\u6240\u5e26\u9886\u7684 OneFlow \u4e5f\u4ee5 Pytorch\u201c\u6311\u6218\u8005\u201d\u7684\u59ff\u6001\u767b\u573a\uff0c\u4ece\u5934\u81ea\u7814\u8bad\u7ec3\u6846\u67b6\u3002<\/p>\n<p>\u800c 2021\u5e74\u6b63\u5f0f\u5165\u5c40\u7684\u5c24\u6d0b\uff0c\u5219\u9009\u62e9\u4e86\u4e00\u79cd\u66f4\u4e3a\u5ba1\u614e\u800c\u9ad8\u6548\u7684\u65b9\u5f0f\u2014\u2014\u5728PyTorch\u8fd9\u4e00\u6210\u719f\u6846\u67b6\u7684\u57fa\u7840\u4e0a\uff0c\u8fdb\u884c\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u521b\u65b0\u4e0e\u5f00\u53d1\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f\u65e9\u671f\u5728\u805a\u7126\u8bad\u7ec3\u65f6\uff0c\u4e8c\u8005\u6700\u660e\u663e\u7684\u533a\u522b\u6240\u5728\u3002\u5982\u4eca\uff0c\u5927\u6a21\u578b\u201c\u5377\u201d\u5165\u4e0b\u534a\u573a\uff0c\u91cd\u89c6\u63a8\u7406\u5df2\u6210\u4e3a\u4e1a\u5185\u5171\u8bc6\u3002<\/p>\n<p>\u503c\u6b64\u4e4b\u9645\uff0c\u4e8c\u8005\u5728\u6253\u6cd5\u4e0a\u53c8\u51fa\u73b0\u4e86\u4e9b\u8bb8\u5dee\u5f02\u3002\u5ef6\u7eed\u56e2\u961f\u65e9\u671f\u7684\u601d\u8def\uff0c\u7845\u57fa\u6d41\u52a8\u7684\u63a8\u7406\u6846\u67b6 SiliconLLM \u4ecd\u662f\u72ec\u7acb\u4e8e\u4e3b\u6d41\u6846\u67b6 vLLM \u548c TensorRT-LLM \u5916\u7684\u7b2c\u4e09\u5957\u7cfb\u7edf\uff0c\u6f5e\u6668\u79d1\u6280\u5219\u4e13\u6ce8\u57fa\u4e8e Colossal-AI \u6846\u67b6\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u4e3a\u63a8\u8fdb\u5546\u4e1a\u5316\u8fdb\u7a0b\uff0c\u6f5e\u6668\u79d1\u6280\u8fdb\u4e00\u6b65\u62d3\u5c55\u4e86\u4ea7\u54c1\u7248\u56fe\uff0c\u6b63\u5f0f\u63a8\u51fa\u4e86\u6587\u751f\u89c6\u9891\u5927\u6a21\u578b Open-Sora\u3002\u5bf9\u6bd4\u800c\u8a00\uff0c\u7845\u57fa\u6d41\u52a8\u5219\u5e76\u672a\u516c\u5f00\u8fc7\u5927\u6a21\u578b\u3002<\/p>\n<p>\u800c\u5728\u4e91\u5e73\u53f0\u4e1a\u52a1\u7684\u5f00\u5c55\u4e0a\uff0c\u7845\u57fa\u6d41\u52a8\u65e0\u9700\u79df\u7528\u4e91\u8d44\u6e90\u5e76\u4e0b\u8f7d\u6a21\u578b\uff0c\u6f5e\u6668\u79d1\u6280\u5219\u9009\u62e9\u4e86\u5f00\u5c55\u7b97\u529b\u79df\u8d41\u4e1a\u52a1\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u8f85\u52a9\u6a21\u578b\u8bad\u7ec3\u3001\u5fae\u8c03\u3001\u63a8\u7406\u52a0\u901f\u3002<\/p>\n<p>\u4e8c\u8005\u505a\u51fa\u4e0d\u540c\u9009\u62e9\u7684\u539f\u56e0\u4e3a\u4f55\uff1f\u5206\u522b\u53c8\u662f\u5982\u4f55\u5728\u4e0b\u534a\u573a\u7ee7\u7eed\u626e\u6f14\u597d\u201c\u5356\u94f2\u4eba\u201d\u89d2\u8272\u7684\u5462\uff1f<\/p>\n<p><strong><span style=\"font-size: 20px\">\u7ad9\u5728\u524d\u4eba\u7684\u80a9\u8180\u4e0a<\/span><\/strong><\/p>\n<p>\u5728\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7684\u521b\u4e1a\u9886\u57df\uff0c\u771f\u6b63\u80fd\u591f\u5b9e\u73b0\u7a81\u7834\u7684\u56e2\u961f\u5be5\u5be5\u65e0\u51e0\uff0c\u8881\u8fdb\u8f89\u548c\u5c24\u6d0b\u53ef\u4ee5\u8bf4\u662f\u6700\u65e9\u51fa\u53d1\u7684\u90a3\u4e00\u6279\u4eba\u3002<\/p>\n<p>2016\u5e74\uff0c\u5c24\u6d0b\u5f00\u59cb\u6d89\u8db3\u5206\u5e03\u5f0f\u8ba1\u7b97\u9886\u57df\uff0c\u5f53\u65f6\uff0c\u4e1a\u754c\u4e3b\u6d41\u8fd8\u96c6\u4e2d\u5728\u5f02\u6b65\u8ba1\u7b97\u7684\u5206\u5e03\u5f0f\u6280\u672f\u4e0a\u3002<\/p>\n<p>\u540c\u5728\u8fd9\u4e00\u5e74\uff0c\u8881\u8fdb\u8f89\u4e5f\u5728\u4e0e\u5708\u5185\u4eba\u8ba8\u8bba\u65f6\u63d0\u5230\uff0c\u5f53\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u53c2\u6570\u53d8\u5f97\u8d8a\u6765\u8d8a\u5927\u540e\uff0c\u6a21\u578b\u7684\u8bad\u7ec3\u5c31\u4e0d\u662fTensorFlow\u3001MXNet \u6216 Caffe 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\u76f8\u540c\uff0c\u4f46\u5e95\u5c42\u7684\u7b97\u5b50\u5b9e\u73b0\u4e0e\u6846\u67b6\u4ece\u4e0a\u5230\u4e0b\u7684\u6bcf\u4e00\u4efd\u4ee3\u7801\u90fd\u662f\u8881\u8fdb\u8f89\u5e26\u9886\u56e2\u961f\u81ea\u5df1\u5199\u7684\u3002<\/p>\n<p>\u751a\u81f3\u540e\u6765\u5728 2022 \u5e74\uff0cPyTorch \u7684 DiscreteTensor \u5728\u5206\u5e03\u5f0f\u4e0a\u4e5f\u501f\u9274\u4e86 OneFlow \u7684 GlobalTensor\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-583527b02e5394fbac83fd8609bc4965.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-583527b02e5394fbac83fd8609bc4965.png\"><\/a>2022 \u5e74Pytorch\u521b\u59cb\u4eba\u4e4b\u4e00 Soumith Chintala \u7684\u63a8\u6587<\/p>\n<p>\u65f6\u95f4\u56de\u5230 2020 \u5e746 \u6708\uff0c\u5f53\u65f6\uff0cOpenAI 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20px\">\u4e0b\u534a\u573a\u7684\u53d1\u5c55\u673a\u9047<\/span><\/strong><\/p>\n<p>\u53d1\u5c55\u81f3\u4eca\uff0c\u201c\u767e\u6a21\u5927\u6218\u201d\u5df2\u7136\u6b65\u5165\u4e0b\u534a\u573a\uff0c\u4f46\u8f6f\u4ef6\u5728\u4e2d\u56fd\u7684\u5546\u4e1a\u5316\u4f9d\u65e7\u662f\u884c\u4e1a\u5f85\u89e3\u7684\u201c\u96be\u9898\u201d\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u8881\u8fdb\u8f89\u59cb\u7ec8\u62b1\u7740\u4e50\u89c2\u7684\u5fc3\u6001\uff1a\u56fd\u5185\u8f6f\u4ef6\u5546\u4e1a\u5316\u7684\u9053\u8def\u5e76\u975e\u4e0d\u5b58\u5728\uff0c\u53ea\u662f\u73b0\u5728\u8fd8\u6ca1\u6709\u4eba\u6478\u7d22\u51fa\u6765\u4e00\u6761\u6e05\u6670\u53ef\u884c\u7684\u8def\u5f84\u3002<\/p>\n<p>\u76ee\u524d\uff0c\u4ece\u884c\u4e1a\u5171\u8bc6\u4e0a\u6765\u770b\uff0c\u57fa\u4e8e\u8f6f\u4ef6\u505a\u4ea7\u54c1\u548c\u5546\u4e1a\u6a21\u5f0f\u4e0a\u7684\u63a2\u7d22\uff0c\u9700\u8981\u5c06\u8f6f\u4ef6\u548c\u7528\u6237\u4e0d\u5f97\u4e0d\u4ed8\u8d39\u7684\u4e1c\u897f\u7ed3\u5408\u5728\u4e00\u8d77\u624d\u53ef\u884c\u3002<\/p>\n<p>\u57fa\u4e8e\u6b64\uff0c\u8bad\u63a8\u4e00\u4f53\u673a\u548c\u5c06\u8f6f\u4ef6\u4e0e\u4e91\u3001\u7b97\u529b\u7ed1\u5b9a\u4e24\u79cd\u65b9\u5f0f\uff0c\u6210\u4e3a\u4e86\u7845\u57fa\u548c\u6f5e\u6668\u4e0d\u7ea6\u800c\u540c\u7684\u9009\u62e9\u3002<\/p>\n<p>\u4e00\u4f53\u673a\u7684\u8def\u7ebf\u5df2\u7ecf\u88ab\u9a8c\u8bc1\u8fc7\uff0c\u662f\u884c\u5f97\u901a\u7684\u3002<\/p>\n<p>\u5c31\u5f53\u4e0b\u60c5\u51b5\u6765\u770b\uff0c\u5728\u56fd\u5185\u5982\u82e5\u53ea\u5356\u201c\u94f2\u5b50\u201d\uff0c\u5f88\u591a\u5382\u5546\u4e0d\u4f1a\u4e70\u8d26\uff0c\u6700\u597d\u7684\u89e3\u6cd5\u4fbf\u662f\u5c06\u8bad\u7ec3\u4e0e\u63a8\u7406\u505a\u6210\u4e00\u6574\u5957\u5de5\u5177\u7bb1\uff0c\u518d\u914d\u5408\u5927\u6a21\u578b\u53bb\u5356\u3002<\/p>\n<p>\u56fd\u5185\u5ba2\u6237\u504f\u597d\u4e3a\u8f6f\u786c\u4e00\u4f53\u4ed8\u8d39\uff0c\u6cbf\u7740\u8fd9\u6761\u8def\u5f84\u6bd4\u5355\u5356\u8f6f\u4ef6\u60c5\u51b5\u4f1a\u597d\u4e00\u4e9b\uff0c\u867d\u7136\u4ece\u6574\u4f53\u6bdb\u5229\u6765\u770b\uff0c\u786c\u4ef6\u5360\u6bd4\u5c45\u591a\uff0c\u4f46\u5bf9\u8f6f\u4ef6\u7684\u552e\u5356\u662f\u6709\u76ca\u7684\u3002<\/p>\n<p>\u8fd9\u4e5f\u540c\u6f5e\u6668\u79d1\u6280\u7684\u8f6c\u578b\u601d\u8def\u4e0d\u8c0b\u800c\u5408\u2014\u2014\u4ec5\u9760\u5355\u4e00\u7684\u8bad\u7ec3\u5de5\u5177\u63d0\u4f9b\uff0c\u5c31\u7b97\u6027\u80fd\u518d\u5f3a\u5927\u4e5f\u4e0d\u8db3\u4ee5\u7ad9\u7a33\u811a\u8ddf\uff0c\u53bb\u5e74\u5e95\uff0c\u6f5e\u6668\u4e5f\u5c1d\u8bd5\u63a8\u51fa\u4e86\u8bad\u63a8\u5927\u6a21\u578b\u4e00\u4f53\u673a\uff0c\u4e3a\u5ba2\u6237\u63d0\u4f9b\u6574\u4f53\u7684\u5927\u6a21\u578b\u8bad\u63a8\u65b9\u6848\u3002<\/p>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u4e58\u7740 Sora \u7684\u201c\u4e1c\u98ce\u201d\uff0c\u6f5e\u6668\u79d1\u6280\u8fdb\u4e00\u6b65\u62d3\u5c55\u4e86\u4e1a\u52a1\u7248\u56fe\uff0c\u6b63\u5f0f\u5165\u5c40\u4e86\u6587\u751f\u89c6\u9891\u5927\u6a21\u578b\u3002<\/p>\n<p>\u4eca\u5e743\u6708\uff0c\u6f5e\u6668\u79d1\u6280\u5ba3\u5e03\u63a8\u51fa\u5f00\u6e90\u7c7b Sora \u67b6\u6784\u591a\u6a21\u6001\u89c6\u9891\u6a21\u578b\u2014\u2014Open-Sora\uff0c\u4e00\u7ecf\u63a8\u51fa\u4fbf\u5f97\u5230\u4e1a\u5185\u8bf8\u591a\u5173\u6ce8\uff0c\u62a2\u5360\u5927\u6ce2\u5e02\u573a\u70ed\u5ea6\u3002<\/p>\n<p>\u636e\u5176\u79f0\uff0cOpen-Sora \u80fd\u591f\u964d\u4f4e 46% \u590d\u73b0\u6210\u672c\uff0c\u5e76\u5c06\u6a21\u578b\u8bad\u7ec3\u8f93\u5165\u5e8f\u5217\u957f\u5ea6\u6269\u5145\u81f3 819K patches\u3002<\/p>\n<p>7 \u6708\uff0cOpen-Sora \u6700\u65b0\u5f00\u6e90\u7684 1.2 \u7248\u672c\u5df2\u7ecf\u53ef\u4ee5\u5355\u955c\u5934\u751f\u6210\u6700\u957f 16s \u7684 720p \u89c6\u9891\u3002<\/p>\n<p>\u4e3a\u4e86\u4e0e Open-Sora \u5b9e\u73b0\u4ea4\u4e92\uff0c\u6f5e\u6668\u79d1\u6280\u8fd8\u63d0\u4f9b\u4e86\u53ef\u4ee5\u81ea\u884c\u4e00\u952e\u90e8\u7f72\u7684 Gradio \u5e94\u7528\u3002Gradio \u4f5c\u4e3a\u4e00\u4e2a Python \u5305\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u901a\u8fc7\u5b9a\u4e49\u6a21\u578b\u7684\u8f93\u5165\u548c\u8f93\u51fa\uff0c\u81ea\u52a8\u751f\u6210\u4e00\u4e2a\u7f51\u9875\u754c\u9762\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2b8e20b07d226900b4182556266040e4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2b8e20b07d226900b4182556266040e4.png\"><\/a><\/p>\n<p style=\"text-align: center\">\u6f5e\u6668\u79d1\u6280\u63a8\u51fa\u7684 Open-Sora<\/p>\n<p>\u82f1\u96c4\u6240\u89c1\u7565\u540c\uff0c\u7845\u57fa\u6d41\u52a8\u4e5f\u5165\u5c40\u4e86\u4e00\u4f53\u673a\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u5728\u65b9\u5f0f\u4e0a\u8fd8\u662f\u548c\u6f5e\u6668\u79d1\u6280\u5b58\u5728\u4e9b\u8bb8\u5dee\u5f02\u3002\u7845\u57fa\u6d41\u52a8\u5728\u5927\u65b9\u5411\u4e0a\u7684\u9009\u62e9\u76f8\u5bf9\u5bb9\u6613\u2014\u2014\u76f4\u63a5\u548c\u4ed6\u4eba\u5408\u4f5c\u505a\u4e00\u4f53\u673a\uff0c\u4e3b\u6253\u5728\u670d\u52a1\u5668\u5382\u5546\u505a\u4e00\u4f53\u673a\u65f6\uff0c\u5c06\u4ea7\u54c1\u96c6\u6210\u8fdb\u53bb\u518d\u8ba9\u5382\u5546\u4ed8\u8d39\u3002<\/p>\n<p>\u540c\u65f6\uff0c\u7845\u57fa\u6d41\u52a8\u672c\u8eab\u4e5f\u8fd8\u672a\u516c\u5f00\u63a8\u51fa\u8fc7\u5927\u6a21\u578b\u3002<\/p>\n<p>\u8881\u8fdb\u8f89\u66fe\u5411 AI \u79d1\u6280\u8bc4\u8bba\u5206\u6790\uff0c\u201c\u73b0\u5728\u6a21\u578b\u9010\u6e10\u6536\u655b\uff0c\u5176\u5b9e\u5927\u5bb6\u7684\u6a21\u578b\u7ed3\u6784\u51e0\u4e4e\u4e00\u6837\u4e86\uff0c\u6240\u4ee5\u6211\u4eec\u7684\u65b0\u4e1a\u52a1\u4e0d\u8ffd\u6c42\u975e\u5e38\u901a\u7528\u7684\u6a21\u578b\uff0c\u91cd\u70b9\u5c31\u662f\u652f\u6301\u7ecf\u6d4e\u4ef7\u503c\u3001\u5546\u4e1a\u4ef7\u503c\u6700\u5927\u7684\u6a21\u578b\u3002\u201d<\/p>\n<p>\u5728\u5927\u6a21\u578b API \u4e91\u670d\u52a1\u5e73\u53f0 SiliconCloud \u4e0a\uff0c\u5176\u6587\u751f\u89c6\u9891\u6240\u91c7\u7528\u7684\u662f\u667a\u8c31\u7684\u5f00\u6e90 AI \u89c6\u9891\u751f\u6210\u6a21\u578b CogVideoX-2B\u3002\u6587\u672c\u5bf9\u8bdd\u3001\u6587\u751f\u56fe\u3001\u56fe\u751f\u56fe\u7b49\u5176\u4ed6\u591a\u79cd\u529f\u80fd\uff0c\u4e5f\u5747\u91c7\u7528\u5305\u62ecLlama3.1\u3001 Qwen2\u3001GLM4\u3001DeepSeek\u3001Flux.1\u3001SDXL\u3001PhotoMaker \u7b49\u5728\u5185\u7684\u4e3b\u6d41\u6a21\u578b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-150eb8169064f8e6b1c927e93b8a161e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-150eb8169064f8e6b1c927e93b8a161e.png\"><\/a>SiliconCloud \u6587\u751f\u89c6\u9891\u529f\u80fd\u9875<\/p>\n<p>\u8fd9\u4e5f\u662f\u7845\u57fa\u6d41\u52a8\u57fa\u4e8e\u4e91\u5b9e\u73b0\u76c8\u5229\u7684\u4e00\u5957\u601d\u8def\u2014\u2014\u63a8\u51fa\u5927\u6a21\u578b API \u6309\u9700\u4ed8\u8d39\u7684\u6a21\u5f0f\uff0c\u65e0\u9700\u79df\u7528\u4e91\u8d44\u6e90\u5e76\u4e0b\u8f7d\u6a21\u578b\u800c\u76f4\u63a5\u4f7f\u7528 SIliconCloud API\uff0c\u52a9\u529b\u5f00\u53d1\u8005\u52a0\u901f\u5f00\u53d1\u751f\u6210\u5f0f AI \u5e94\u7528\u3002<\/p>\n<p>\u76ee\u524d\uff0c\u6d77\u5916\u5404\u4e2a AI Infra \u516c\u53f8\u90fd\u80fd\u591f\u901a\u8fc7\u4e91\u6765\u76c8\u5229\uff0c\u7167\u89c2\u56fd\u5185\uff0c\u8fd9\u6761\u8def\u5f84\u4e5f\u5b58\u5728\u4e00\u5b9a\u53ef\u884c\u6027\u3002<\/p>\n<p>\u65e0\u8bba\u662f\u5728\u516c\u6709\u4e91\u8fd8\u662f\u79c1\u6709\u4e91\u4e0a\uff0c\u4e00\u5207\u90fd\u4e0e\u7b97\u529b\u6302\u94a9\uff0c\u6240\u6709\u505a\u4ea7\u54c1\u6216\u5e94\u7528\u7684\u5ba2\u6237\u90fd\u8981\u4e3a GPU\u3001\u7b97\u529b\u3001\u4e91\u4ed8\u8d39\uff0c\u56e0\u6b64\u53ef\u4ee5\u628a\u8f6f\u4ef6\u548c\u4e91\u6216\u7b97\u529b\u6253\u5305\uff0c\u4ee5\u670d\u52a1\u8d39\u7528\u7684\u5f62\u5f0f\u76c8\u5229\u3002<\/p>\n<p style=\"text-align: left\">\u6cbf\u7740\u8fd9\u6761\u8def\u5f84\u8d70\uff0c\u6f5e\u6668\u79d1\u6280\u65d7\u4e0b\u7684\u4e91\u5e73\u53f0\u2014\u2014\u6f5e\u6668\u4e91\uff08https:\/\/cloud.luchentech.com\uff09\uff0c\u5219\u9009\u62e9\u4e86\u5f00\u5c55\u7b97\u529b\u79df\u8d41\u4e1a\u52a1\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u8f85\u52a9\u6a21\u578b\u8bad\u7ec3\u3001\u5fae\u8c03\u3001\u63a8\u7406\u52a0\u901f\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6c48b8d4e28d4a14c759e0c2ba2c1cc4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6c48b8d4e28d4a14c759e0c2ba2c1cc4.png\"><\/a>\u6f5e\u6668\u4e91\u6240\u63d0\u4f9b\u7684\u670d\u52a1<\/p>\n<p>\u6b62\u4e8e\u6b64\u4e0d\u96be\u53d1\u73b0\uff0c\u524d\u8ff0\u89e3\u6cd5\u7684\u6838\u5fc3\u5747\u662f\u63a8\u7406\u5f15\u64ce\u3002<\/p>\n<p>\u5f53\u524d\uff0c\u8bad\u7ec3\u7684\u201c\u5929\u82b1\u677f\u201d\u5728\u6574\u4e2a\u884c\u4e1a\u7684\u63a8\u52a8\u4e0b\u5df2\u7ecf\u660e\u786e\uff0c\u800c\u63a8\u7406\u7684\u5b9e\u9645\u6c34\u5e73\u4e0e\u7406\u8bba\u6c34\u5e73\u95f4\u4ecd\u5b58\u6709\u8f83\u5927\u5dee\u8ddd\u3002<\/p>\n<p>\u4e3e\u4f8b\u6765\u8bb2\uff0c\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u7b97\u529b\u5229\u7528\u7387MFU\u7406\u8bba\u4e0a\u6700\u591a\u4e3a 60% \u5de6\u53f3\uff0c\u800c\u5f53\u524d\u82f1\u4f1f\u8fbe\u7b49\u4f01\u4e1a\u901a\u8fc7\u8054\u5408\u4f18\u5316\uff0c\u80fd\u5b9e\u73b0 40%~50%\uff0c\u53ef\u63d0\u5347\u7a7a\u95f4\u4ec5\u5269\u4e0b 10%~20% \uff0c\u4f46\u63a8\u7406\u7684\u63d0\u5347\u7a7a\u95f4\u81f3\u5c11\u662f\u5341\u500d\u3002<\/p>\n<p>\u4ece\u6210\u672c\u65b9\u9762\u8003\u8651\uff0c\u8bad\u7ec3\u5927\u6a21\u578b\u5728\u8d44\u91d1\u3001GPU \u7b49\u65b9\u9762\u7684\u9ad8\u95e8\u69db\uff0c\u8ba9\u5bf9\u53e3\u7684\u516c\u53f8\u5c48\u6307\u53ef\u6570\uff0c\u5e76\u4e14\u5ba2\u6237\u96c6\u4e2d\u3001\u8bae\u4ef7\u80fd\u529b\u5f88\u5f3a\uff0c\u521b\u4e1a\u516c\u53f8\u7684\u5546\u4e1a\u5316\u5e76\u4e0d\u597d\u505a\u3002\u4e0e\u4e4b\u76f8\u6bd4\uff0c\u6709\u5e9e\u5927\u7684\u7b97\u529b\u4e0d\u662f\u8fdb\u5165\u63a8\u7406Infra\u9886\u57df\u7684\u524d\u63d0\u6761\u4ef6\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u8bad\u7ec3\u6709\u9636\u6bb5\u6027\u9650\u5236\uff0c\u6570\u636e\u96c6\u8f83\u4e3a\u56fa\u5b9a\uff0c\u800c\u63a8\u7406\u5177\u6709\u6301\u7eed\u6027\uff0c\u670d\u52a1\u4e0a\u7ebf\u540e\u6570\u636e\u662f\u65e0\u6b62\u5883\u7684\uff0c\u53ea\u8981\u7528\u6237\u4f7f\u7528\u4fbf\u4e0d\u4f1a\u505c\u6b62\u3002\u4ee5 OpenAI \u4e3a\u4f8b\uff0c\u5728\u63a8\u7406\u9636\u6bb5\uff0c\u5176\u4e00\u5929\u80fd\u751f\u6210 1-2 \u4e07\u4ebf tokens\uff0c\u4e00\u5468\u751f\u6210\u7684\u6570\u636e\u91cf\u5c31\u80fd\u8d85\u8fc7\u8bad\u7ec3\u7684\u6570\u636e\u91cf\u3002<\/p>\n<p>\u6700\u5173\u952e\u7684\u4e00\u70b9\u5728\u4e8e\uff0c\u60f3\u7528\u5927\u6a21\u578b\u4e0d\u4e00\u5b9a\u8981\u8bad\u7ec3\uff0c\u4f46\u90fd\u8981\u63a8\u7406\uff0c\u8fd9\u610f\u5473\u7740\u63a8\u7406\u7684\u5e02\u573a\u66f4\u5206\u6563\u3001\u66f4\u5927\u3002<\/p>\n<p>\u800c\u5728\u63a8\u7406\u9700\u6c42\u9010\u6b65\u4e0a\u5347\u7684\u5f53\u4e0b\uff0c\u7eb5\u89c2\u5168\u7403\uff0c\u8f83\u4e3a\u4e3b\u6d41\u7684\u63a8\u7406\u5f15\u64ce\u5305\u62ec\u82f1\u4f1f\u8fbe\u7684 TensorRT-LLM \u548c\u4f2f\u514b\u5229\u5927\u5b66\u5f00\u6e90\u7684 vLLM \u4e24\u79cd\uff0c\u6d77\u5916\u8bb8\u591a AI Infra \u516c\u53f8\u90fd\u5728\u4e8c\u8005\u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n<p>\u6f5e\u6668\u79d1\u6280\u575a\u6301\u65e9\u671f\u805a\u7126\u8bad\u7ec3\u65f6\u671f\u7684\u521b\u65b0\u601d\u8def\uff0c\u9009\u62e9\u4e86\u57fa\u4e8e Colossal-AI \u6846\u67b6\u8fdb\u884c\u7814\u53d1\u8fed\u4ee3\u3002\u4eca\u5e74 5 \u6708\uff0c\u5176\u5f00\u6e90\u4e86\u9488\u5bf9\u6700\u65b0 LLaMA-3 \u6a21\u578b\u7684\u63a8\u7406\u52a0\u901f\u65b9\u6848\uff0c\u5bf9\u6bd4\u4e3b\u6d41 vLLM \u6846\u67b6\u541e\u5410\u91cf\u53ef\u4ee5\u63d0\u9ad8 40% \u4ee5\u4e0a\u3002<\/p>\n<p>\u9664\u6587\u672c\u751f\u6210\u6a21\u578b\u5916\uff0cColossal-AI \u7684\u63a8\u7406\u6846\u67b6\u8fd8\u652f\u6301\u4e86\u5305\u62ecStable Diffusion3\u5728\u5185\u7684\u591a\u79cd\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u4f18\u5316\u3002\u7845\u57fa\u6d41\u52a8\u5219\u5728\u6311\u6218\u6846\u67b6\u5927\u5382\u65b9\u9762\u201c\u91ce\u5fc3\u201d\u5c1a\u5b58\u3002<\/p>\n<p>\u533a\u522b\u4e8e OneFlow \u65f6\u671f\u4ee5\u901a\u7528\u8bad\u7ec3\u6846\u67b6\u4e3a\u4e3b\uff0c\u670d\u52a1\u6df1\u5ea6\u6a21\u578b\u7684\u751f\u4ea7\uff0c\u7845\u57fa\u6d41\u52a8\u5c06\u91cd\u5fc3\u653e\u7f6e\u5728\u63a8\u7406\u5c42\uff0c\u670d\u52a1\u5927\u6a21\u578b\u5e94\u7528\u3002\u5176\u6240\u63a8\u51fa\u7684\u63a8\u7406\u6846\u67b6 SiliconLLM \u4f5c\u4e3a\u4ece\u5934\u642d\u5efa\u7684\u7b2c\u4e09\u5957\u7cfb\u7edf\uff0c\u5b8c\u5168\u72ec\u7acb\u4e8e vLLM \u548c TensorRT-LLM \u4e24\u4e2a\u4e3b\u6d41\u6846\u67b6\u4e4b\u5916\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-f33baa6c2aadc929c453f361aa7e6e3a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-f33baa6c2aadc929c453f361aa7e6e3a.png\"><\/a>\u7845\u57fa\u6d41\u52a8\u5b98\u7f51 SiliconLLM \u4e0e vLLM \u548c TensorRT-LLM \u7684\u6027\u80fd\u6bd4\u8f83<\/p>\n<p>\u5bf9\u6b64\uff0c\u8881\u8fdb\u8f89\u66fe\u7ecf\u5728\u91c7\u8bbf\u4e2d\u5766\u8a00\uff0c\u201c\u63a8\u7406\u6846\u67b6\u662f\u5175\u5bb6\u5fc5\u4e89\u4e4b\u5730\uff0c\u5927\u5bb6\u90fd\u6709\u638c\u63a7\u5b83\u7684\u613f\u671b\u3002\u5728\u505a\u7845\u57fa\u6d41\u52a8\u4e4b\u524d\uff0c\u6211\u4eec\u7684\u7ade\u4e89\u5bf9\u624b\u5c31\u662f\u8fd9\u4e9b\u641e\u6846\u67b6\u7684\u5927\u5382\u3002\u201d<\/p>\n<p>\u800c\u73b0\u9636\u6bb5\uff0c\u5982\u82e5\u8981\u62a2\u5360\u63a8\u7406\u5e02\u573a\uff0c\u5148\u5728\u6d77\u5916\u6253\u54cd\u540d\u5802\u5219\u662f\u7845\u57fa\u6d41\u52a8\u7efc\u5408\u5224\u65ad\u540e\u7684\u7b2c\u4e00\u9009\u62e9\u3002<\/p>\n<p>\u5bf9\u6bd4 OneFlow \u6700\u521d\u4fbf\u5f00\u6e90\uff0c\u7845\u57fa\u6d41\u52a8\u5728\u5f00\u6e90\u7248\u4e4b\u5916\uff0c\u63a8\u51fa\u4e86\u4ed8\u8d39\u7248\u672c\u4ee5\u5b9e\u73b0\u6536\u8d39\u65b9\u9762\u7684\u7a81\u7834\u3002<\/p>\n<p>\u65e9\u671f\uff0c\u7845\u57fa\u6d41\u52a8\u4e3b\u8981\u63a8\u5e7f\u5927\u6a21\u578b\u63a8\u7406\u5f15\u64ce\uff0c\u7531\u4e8e\u6d77\u5916\u7684\u4ed8\u8d39\u4e60\u60ef\u3001\u5546\u4e1a\u6a21\u5f0f\u90fd\u8f83\u4e3a\u6210\u719f\uff0c\u63a8\u5e7f\u4e5f\u76f8\u5bf9\u66f4\u5bb9\u6613\u3002<\/p>\n<p>\u5728\u6d77\u5916\uff0c\u5df2\u7ecf\u6709\u4e86\u4e00\u5957\u4e3a\u8ba2\u9605\u8f6f\u4ef6\u4ed8\u8d39\u7684\u6210\u719f\u65b9\u6cd5\uff1a\u7528\u6237\u901a\u8fc7\u4fe1\u7528\u5361\u6bcf\u4e2a\u6708\u7f34\u8d39\u540e\uff0c\u540e\u53f0\u7cfb\u7edf\u5c31\u4f1a\u81ea\u52a8\u53d1\u9001\u8f6f\u4ef6\uff0c\u544a\u77e5\u5982\u4f55\u8fdb\u884c\u540e\u7eed\u64cd\u4f5c\u4e0b\u8f7d\u5b89\u88c5\u3002\u5728\u56fd\u5185\u4e0e\u5ba2\u6237\u5408\u4f5c\u5374\u53ea\u80fd\u8d70\u4e0d\u53ef\u6301\u7eed\u7684\u9879\u76ee\u5236\u3002<\/p>\n<p>\u800c\u56fd\u5185\u7684\u4ed8\u8d39\u4e60\u60ef\u5219\u53d7\u5230\u4f1a\u8ba1\u4f53\u7cfb\u7684\u5f71\u54cd\uff0c\u4f01\u4e1a\u5f88\u96be\u7ed9\u65e0\u5b9e\u4f53\u7684\u8f6f\u4ef6\u5b9a\u4ef7\u2014\u2014\u56fd\u5185\u8d22\u52a1\u505a\u9884\u7b97\u5236\uff0c\u4f1a\u91c7\u8d2d\u56fa\u5b9a\u8d44\u4ea7\uff0c\u800c\u8f6f\u4ef6\u901a\u5e38\u4f5c\u4e3a\u670d\u52a1\u800c\u975e\u56fa\u5b9a\u8d44\u4ea7\u3002<\/p>\n<p>\u540c\u65f6\uff0c\u56fd\u5185\u5373\u4fbf\u662f\u5e02\u573a\u5316\u7684\u4f01\u4e1a\uff0c\u4e5f\u66f4\u503e\u5411\u4e8e\u63d0\u524d\u5b9a\u4ef7\uff0c\u504f\u597d\u4e00\u6b21\u6027\u4e70\u65ad\u3002\u6d77\u5916\u5219\u4e0d\u4e60\u60ef\u9884\u4ed8\uff0c\u66f4\u504f\u5411\u4e8e\u201c\u7528\u4e00\u4ed8\u4e00\u201d\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u56fd\u5185\u7531\u6e20\u9053\u51b3\u5b9a\u9500\u552e\uff0c\u4ec5\u505a\u51fa\u5f15\u64ce\u8fd8\u4e0d\u591f\uff0c\u5f97\u662f\u4ea7\u54c1\u5f62\u6001\uff0c\u6240\u4ee5\u5728\u56fd\u5185\u9700\u8981\u6d88\u8017\u4ea7\u54c1\u5546\u4e1a\u5316\u63a2\u7d22\u7684\u8d44\u6e90\u3002\u800c\u6d77\u5916\u4f18\u5148\u8003\u8651\u4ea7\u54c1\u529b\uff0c\u505a\u51fa\u5168\u7403\u6709\u7ade\u4e89\u529b\u7684\u4ea7\u54c1\u5728\u6d77\u5916\u5c31\u80fd\u5356\u3002<\/p>\n<p>\u5bf9\u4e8e\u7845\u57fa\u6d41\u52a8\u800c\u8a00\uff0c\u521d\u671f\u5f62\u6210\u5546\u4e1a\u95ed\u73af\uff0c\u89c1\u6548\u6bd4\u8f83\u5feb\u7684\u4e5f\u662f\u6d77\u5916\uff0c\u8fc7\u53bb\u5df2\u7ecf\u628a\u6a21\u5f0f\u8d70\u901a\u4e86\u3002<\/p>\n<p>\u201c\u73b0\u5728\u51e0\u4e4e\u6bcf\u5929\u90fd\u6709\u8001\u5916\u7684\u90ae\u4ef6\u8fc7\u6765\u6d3d\u8c08\uff0c\u7f51\u7ad9\u89e3\u91ca\u4e86\u662f\u600e\u4e48\u6536\u8d39\u7684\uff0c\u4f46\u8fd8\u662f\u6709\u5176\u4ed6\u95ee\u9898\u9700\u8981\u6d3d\u8c08\uff0c\u4ed6\u4eec\u4e5f\u4f1a\u95ee\u613f\u4e0d\u613f\u610f\u7528\u5176\u4ed6\u65b9\u5f0f\uff0c\u603b\u4e4b\u5408\u4f5c\u633a\u591a\u3002\u201d\u8881\u8fdb\u8f89\u66fe\u5bf9 AI \u79d1\u6280\u8bc4\u8bba\u4ecb\u7ecd\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u5f00\u62d3\u6d77\u5916\u5e02\u573a\u4e5f\u610f\u5473\u7740\u8981\u6709\u6bd4\u5728\u56fd\u5185\u66f4\u5f3a\u7684\u7ade\u4e89\u529b\uff0c\u662f\u673a\u9047\uff0c\u4e5f\u662f\u6311\u6218\u2014\u2014\u7f8e\u56fd\u5728 AI Infra \u7684\u6bcf\u4e2a\u7ec6\u5206\u8d5b\u9053\u90fd\u6709\u975e\u5e38\u5f3a\u52bf\u7684\u516c\u53f8\uff0c\u79fb\u52a8\u7aef\u90e8\u7f72\u6709 AutoML\u3001\u4e91\u7aef\u63a8\u7406\u670d\u52a1\u6709 TogetherAI\u3001FireworksAI\u3001\u7f16\u8bd1\u5668\u6709 ModularML \u548c TVM\u3001\u786c\u4ef6\u52a0\u901f\u6709\u5404\u79cd\u4e0d\u540c\u7684 MPO \u516c\u53f8\u3002<\/p>\n<p>\u5355\u5c31\u63a8\u7406\u6846\u67b6\u65b9\u5411\u6765\u770b\uff0c\u4e5f\u9700\u8981\u4e0e\u5305\u62ec\u9648\u5929\u5947\u7684 OctoAI \u3001\u8d3e\u626c\u6e05\u7684 Lepton AI 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