{"id":39420,"date":"2025-03-15T02:02:46","date_gmt":"2025-03-14T18:02:46","guid":{"rendered":"https:\/\/17aitech.com\/?p=39420"},"modified":"2025-03-15T02:02:46","modified_gmt":"2025-03-14T18:02:46","slug":"fp8%e6%a8%a1%e5%9e%8b%e4%b8%8d%e5%86%8d%e6%8c%91%e5%8d%a1%ef%bc%81deepseek%e6%8e%a8%e7%90%86%e6%88%90%e6%9c%ac%e5%87%8f%e5%8d%8a%e9%80%9f%e5%ba%a6%e7%bf%bb%e7%95%aa%ef%bc%8c%e6%b8%85%e5%8d%8e%e5%9b%a2","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39420","title":{"rendered":"FP8\u6a21\u578b\u4e0d\u518d\u6311\u5361\uff01DeepSeek\u63a8\u7406\u6210\u672c\u51cf\u534a\u901f\u5ea6\u7ffb\u756a\uff0c\u6e05\u534e\u56e2\u961f\u5f00\u6e90\u300c\u8d64\u5154\u300d\u63a8\u7406\u5f15\u64ce"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-14-8\" target=\"_blank\">FP8\u6a21\u578b\u4e0d\u518d\u6311\u5361\uff01DeepSeek\u63a8\u7406\u6210\u672c\u51cf\u534a\u901f\u5ea6\u7ffb\u756a\uff0c\u6e05\u534e\u56e2\u961f\u5f00\u6e90\u300c\u8d64\u5154\u300d\u63a8\u7406\u5f15\u64ce<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"31\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>\u300c\u56fd\u4ea7\u5927\u6a21\u578b + \u56fd\u4ea7\u5f15\u64ce + \u56fd\u4ea7\u82af\u7247\u300d\u7684\u5b8c\u6574\u6280\u672f\u95ed\u73af\u6b63\u5728\u52a0\u901f\u5f62\u6210\u3002<\/p>\n<\/section>\n<\/blockquote>\n<p>\u968f\u7740 DeepSeek \u5f15\u71c3\u5e02\u573a\u5bf9\u4e8e\u5927\u6a21\u578b\u79c1\u6709\u5316\u90e8\u7f72\u7684\u70ed\u60c5\uff0c\u6a21\u578b\u90e8\u7f72\u7684\u6548\u7387\u4e0e\u6210\u672c\u6210\u4e3a\u4f01\u4e1a AI \u843d\u5730\u7684\u5173\u952e\u74f6\u9888\u3002<\/p>\n<p>\u4eca\u5929\uff0c\u6e05\u534e\u7cfb\u79d1\u521b\u4f01\u4e1a<strong>\u6e05\u7a0b\u6781\u667a<\/strong>\u4e0e<strong>\u6e05\u534e\u5927\u5b66\u7fdf\u5b63\u51ac\u6559\u6388\u56e2\u961f<\/strong>\u8054\u5408\u5ba3\u5e03<strong>\u5f00\u6e90\u5927\u6a21\u578b\u63a8\u7406\u5f15\u64ce\u300c\u8d64\u5154\u300d\uff08Chitu\uff09<\/strong>\uff0c\u7387\u5148\u5b9e\u73b0\u4e86<strong>\u975e H \u5361\u8bbe\u5907<\/strong>\uff08\u82f1\u4f1f\u8fbe Hopper \u67b6\u6784\u4e4b\u524d\u7684 GPU \u5361\u53ca\u5404\u7c7b\u56fd\u4ea7\u5361\uff09<strong>\u8fd0\u884c\u539f\u751f FP8 \u6a21\u578b\u7684\u7a81\u7834<\/strong>\u3002<\/p>\n<p>\u5728 A800 \u96c6\u7fa4\u4e0a\u7684\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u7528\u8d64\u5154\u5f15\u64ce\u90e8\u7f72 DeepSeek-671B \u6ee1\u8840\u7248\u63a8\u7406\u670d\u52a1\uff0c\u76f8\u6bd4\u4e8e vLLM \u90e8\u7f72\u65b9\u6848\uff0c\u4e0d\u4ec5<strong>\u4f7f\u7528\u7684 GPU \u6570\u91cf\u51cf\u5c11\u4e86 50%<\/strong>\uff0c\u800c\u4e14<strong>\u8f93\u51fa\u901f\u5ea6\u8fd8\u63d0\u5347\u4e86 3.15 \u500d<\/strong>\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-507efbebdcd84add7378f6edff165613.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-507efbebdcd84add7378f6edff165613.gif\"><\/a><\/section>\n<section>\u8d64\u5154\u5f15\u64ce\u4ee3\u7801\u5df2\u53d1\u5e03\u81f3 GitHub \u5f00\u6e90\u793e\u533a\uff1a<\/section>\n<ul>\n<li>\n<p>https:\/\/github.com\/thu-pacman\/chitu<\/p>\n<\/li>\n<\/ul>\n<section><strong>\u8d64\u5154 (Chitu) \u5f00\u6e90\uff1a<\/strong><\/section>\n<section><strong>\u56fd\u4ea7\u5927\u6a21\u578b\u57fa\u7840\u8bbe\u65bd\u53c8\u4e00\u91cc\u7a0b\u7891<\/strong><\/section>\n<section><\/section>\n<section>\u5f53\u524d\uff0c\u62e5\u6709\u5b8c\u6574\u81ea\u4e3b\u53ef\u63a7\u7684 AI \u6280\u672f\u6808\u5df2\u6210\u4e3a\u56fd\u5bb6\u6218\u7565\u6027\u9700\u6c42\u3002DeepSeek\u3001QwQ \u7b49\u4f18\u79c0\u7684\u56fd\u4ea7\u5f00\u6e90\u5927\u6a21\u578b\u6b63\u5728\u91cd\u5851\u5168\u7403\u79d1\u6280\u4ea7\u4e1a\u683c\u5c40\uff0c\u4f46\u5728\u5927\u6a21\u578b\u63a8\u7406\u90e8\u7f72\u9886\u57df\uff0c\u4e1a\u754c\u4ecd\u9ad8\u5ea6\u4f9d\u8d56\u56fd\u5916\u5f00\u6e90\u5de5\u5177\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u8d64\u5154\u5f15\u64ce\u7684\u5f00\u6e90\u4e3a\u4e1a\u754c\u63d0\u4f9b\u4e86\u56fd\u4ea7\u5f00\u6e90\u65b0\u9009\u62e9\uff0c\u4e5f\u610f\u5473\u7740<strong>\u300c<\/strong><strong>\u56fd\u4ea7\u5927\u6a21\u578b + \u56fd\u4ea7\u5f15\u64ce + \u56fd\u4ea7\u82af\u7247\u300d\u7684\u5b8c\u6574\u6280\u672f\u95ed\u73af\u6b63\u5728\u52a0\u901f\u5f62\u6210<\/strong>\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u300c\u6211\u4eec\u770b\u5230\u56fd\u5185\u5927\u6a21\u578b\u9886\u57df\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u6b65\uff0c\u4f46\u5728\u57fa\u7840\u8bbe\u65bd\u5c42\u9762\uff0c\u5c24\u5176\u662f\u63a8\u7406\u5f15\u64ce\u8fd9\u4e00\u6838\u5fc3\u73af\u8282\u4ecd\u7f3a\u4e4f\u751f\u4ea7\u7ea7\u5f00\u6e90\u4ea7\u54c1\u3002\u300d\u6e05\u7a0b\u6781\u667a CEO \u6c64\u96c4\u8d85\u8868\u793a\uff0c<strong>\u300c<\/strong><strong>\u5f00\u6e90\u8d64\u5154\u5f15\u64ce\u662f\u6211\u4eec\u52a9\u529b\u56fd\u5185 AI \u751f\u6001\u5efa\u8bbe\u7684\u91cd\u8981\u4e00<\/strong><strong>\u6b65\u3002\u300d<\/strong><\/section>\n<section>\u00a0<\/section>\n<section>\u4f5c\u4e3a\u6e05\u534e\u5927\u5b66\u9ad8\u6027\u80fd\u8ba1\u7b97\u7814\u7a76\u6240\u6240\u957f\uff0c\u7fdf\u5b63\u51ac\u6559\u6388\u957f\u671f\u81f4\u529b\u4e8e\u9ad8\u6027\u80fd\u8ba1\u7b97\u4e0e\u7cfb\u7edf\u8f6f\u4ef6\u4f18\u5316\u7814\u7a76\u3002\u7fdf\u6559\u6388\u6307\u51fa\uff1a\u300c\u8d64\u5154\u5f15\u64ce\u51dd\u7ed3\u4e86\u56e2\u961f\u591a\u5e74\u7684<strong>\u5e76\u884c\u8ba1\u7b97<\/strong>\u4e0e<strong>\u7f16\u8bd1\u4f18\u5316<\/strong>\u6280\u672f\u79ef\u7d2f\uff0c\u76ee\u6807\u662f\u5efa\u7acb\u4e00\u4e2a<strong>\u771f\u6b63\u9002\u5408\u56fd\u5185\u591a\u5143\u7b97\u529b\u73af\u5883\u7684\u9ad8\u6027\u80fd\u63a8\u7406\u5f15\u64ce<\/strong>\uff0c\u80fd\u591f\u5f25\u5408\u5148\u8fdb\u6a21\u578b\u4e0e\u591a\u6837\u5316\u786c\u4ef6\u4e4b\u95f4\u7684\u5dee\u8ddd\uff0c\u4e3a\u4e2d\u56fd\u5927\u6a21\u578b\u7684\u4ea7\u4e1a\u843d\u5730\u63d0\u4f9b\u5173\u952e\u652f\u6491\u3002\u300d<\/section>\n<section>\u00a0<\/section>\n<section><strong>\u672c\u6b21\u5f00\u6e90\u7684\u7248\u672c\u7279\u522b\u805a\u7126\u4e8e\u5f53\u524d\u5e02\u573a\u6700\u8feb\u5207\u7684\u9700\u6c42 \u2014\u2014 \u5373\u5b9e\u73b0 DeepSeek FP8 \u7cbe\u5ea6\u6a21\u578b\u5728\u5b58\u91cf\u82f1\u4f1f\u8fbe GPU \u4e0a\u7684\u65e0\u635f\u4e14\u9ad8\u6548\u90e8\u7f72<\/strong>\u3002\u56e2\u961f\u8fd8\u900f\u9732\uff0c\u9488\u5bf9\u591a\u6b3e\u56fd\u4ea7\u82af\u7247\u7279\u522b\u4f18\u5316\u7684\u7248\u672c\u4e5f\u5c06\u76f8\u7ee7\u5bf9\u5916\u5f00\u6e90\u3002\u8fd9\u4e00\u7a81\u7834\u4e0d\u4ec5\u964d\u4f4e\u4e86\u5927\u6a21\u578b\u843d\u5730\u95e8\u69db\uff0c\u4e5f\u4e3a\u56fd\u4ea7 AI \u7b97\u529b\u7684\u53d1\u5c55\u5e26\u6765\u4e86\u65b0\u7684\u5951\u673a\u3002<\/section>\n<section>\u00a0<\/section>\n<section><strong>\u8d64\u5154\u5f15\u64ce\u6838\u5fc3\u4f18\u52bf\uff1a<\/strong><\/section>\n<section><strong>\u5168\u573a\u666f\u6027\u80fd\u4f18\u5316\u4e0e\u67b6\u6784\u9002\u5e94\u6027<\/strong><\/section>\n<section><\/section>\n<section>\u968f\u7740 DeepSeek V3 \u548c R1 \u7b49\u65b0\u4e00\u4ee3\u6a21\u578b\u91c7\u7528 FP8 \u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u5e76\u53d1\u5e03\uff0c\u4f01\u4e1a\u9762\u4e34\u65b0\u7684\u90e8\u7f72\u6311\u6218\u3002\u8fd9\u4e9b FP8 \u6a21\u578b\u9488\u5bf9 NVIDIA Hopper \u67b6\u6784\uff08H100\/H200\uff09\u6df1\u5ea6\u5b9a\u5236\uff0c\u5728\u5176\u4ed6\u786c\u4ef6\u4e0a\u90e8\u7f72\u65f6\uff08\u5305\u62ec NVIDIA \u5176\u4ed6\u67b6\u6784 GPU \u548c\u56fd\u4ea7\u82af\u7247\uff09\u9700\u8981\u8fdb\u884c\u989d\u5916\u7684\u9002\u914d\u3002<\/section>\n<section>\u00a0<\/section>\n<section><strong>\u300c<\/strong><strong>\u6700<\/strong><strong>\u5148\u8fdb\u7684\u6a21\u578b\u4e0e\u6700\u96be\u83b7\u53d6\u7684\u786c\u4ef6\u7ed1\u5b9a\uff0c\u8fd9\u662f\u5f53\u524d\u4f01\u4e1a\u5927\u6a21\u578b\u843d\u5730\u7684\u6700\u5927\u75db\u70b9\u4e4b\u4e00<\/strong><strong>\u300d<\/strong>\u6c64\u96c4\u8d85\u8868\u793a\u3002\u968f\u7740\u66f4\u65b0\u4e00\u4ee3\u6a21\u578b\u548c\u82af\u7247\u5f80 FP4 \u7b49\u65b0\u578b\u6570\u636e\u7cbe\u5ea6\u65b9\u5411\u7684\u53d1\u5c55\uff0c\u8fd9\u79cd\u4ee3\u9645\u6548\u5e94\u5c06\u6108\u53d1\u663e\u8457\u3002<\/section>\n<section>\u00a0<\/section>\n<section><strong>\u53e6\u4e00\u4e2a\u6311\u6218\u662f\u73b0\u6709\u5f00\u6e90\u63a8\u7406\u5f15\u64ce\u5bf9\u591a\u5143\u7b97\u529b\u73af\u5883\u7684\u652f\u6301\u4e0d\u8db3<\/strong>\u3002\u5f53\u524d\uff0cvLLM \u7b49\u4e3b\u6d41\u5f15\u64ce\u4e3b\u8981\u9488\u5bf9 NVIDIA \u6700\u65b0\u67b6\u6784\u4f18\u5316\uff0c\u5bf9\u56fd\u4ea7\u82af\u7247\u6216\u8f83\u8001\u6b3e GPU \u7684\u9002\u914d\u5e76\u4e0d\u7406\u60f3\u3002\u5728\u56fd\u5185\u4f01\u4e1a\u79c1\u6709\u5316\u90e8\u7f72\u573a\u666f\u4e2d\uff0cNVIDIA \u7684 Ampere \u7cfb\u5217 GPU\u3001\u56fd\u4ea7\u82af\u7247\u7b49\u591a\u5143\u7b97\u529b\u5360\u636e\u4e86\u76f8\u5f53\u6bd4\u4f8b\uff0c\u8fd9\u4e9b\u573a\u666f\u4e9f\u9700\u66f4\u52a0\u7075\u6d3b\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u8d64\u5154\u4ece\u4e00\u5f00\u59cb\u5c31\u5b9a\u4f4d\u4e8e<strong>\u300c<\/strong><strong>\u751f\u4ea7\u7ea7\u5927\u6a21\u578b\u63a8\u7406\u5f15\u64ce<\/strong><strong>\u300d<\/strong>\uff0c\u5e76\u4e14\u5145\u5206\u8003\u8651\u4e86\u4f01\u4e1a AI \u843d\u5730\u4ece\u5c0f\u89c4\u6a21\u8bd5\u9a8c\u5230\u5927\u89c4\u6a21\u90e8\u7f72\u7684\u6e10\u8fdb\u5f0f\u7279\u70b9\uff0c\u4e13\u6ce8\u4e8e\u63d0\u4f9b\u4ee5\u4e0b\u91cd\u8981\u7279\u6027\uff1a<\/section>\n<section>\u00a0<\/section>\n<ul>\n<li>\n<section><strong>\u591a\u5143\u7b97\u529b\u9002\u914d<\/strong>\uff1a\u4e0d\u4ec5\u652f\u6301 NVIDIA \u6700\u65b0\u65d7\u8230\u5230\u65e7\u6b3e\u7684\u591a\u79cd\u578b\u53f7\uff0c\u4e5f\u4e3a\u56fd\u4ea7\u82af\u7247\u63d0\u4f9b\u4f18\u5316\u652f\u6301\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u5168\u573a\u666f\u53ef\u4f38\u7f29<\/strong>\uff1a\u4ece\u7eaf CPU \u90e8\u7f72\u3001\u5355 GPU \u90e8\u7f72\u5230\u5927\u89c4\u6a21\u96c6\u7fa4\u90e8\u7f72\uff0c\u8d64\u5154\u5f15\u64ce\u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u957f\u671f\u7a33\u5b9a\u8fd0\u884c<\/strong>\uff1a\u53ef\u5e94\u7528\u4e8e\u5b9e\u9645\u751f\u4ea7\u73af\u5883\uff0c\u7a33\u5b9a\u6027\u8db3\u4ee5\u627f\u8f7d\u5e76\u53d1\u4e1a\u52a1\u6d41\u91cf\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5728\u6027\u80fd\u4f18\u5316\u65b9\u9762\uff0c\u8d64\u5154\u7684\u8bbe\u8ba1\u7406\u5ff5\u662f\u300c\u5bf9\u75c7\u4e0b\u836f\u300d\uff0c\u652f\u6301\u300c\u4f4e\u5ef6\u8fdf\u4f18\u5316\u300d\u3001\u300c\u9ad8\u541e\u5410\u4f18\u5316\u300d\u548c\u300c\u5c0f\u663e\u5b58\u4f18\u5316\u300d\uff0c\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u573a\u666f\u9700\u6c42\uff0c\u5728\u4e0d\u540c\u786c\u4ef6\u914d\u7f6e\u548c\u7cfb\u7edf\u73af\u5883\u4e0b\uff0c\u9488\u5bf9\u4e0d\u540c\u8d1f\u8f7d\u7684\u7279\u6027\uff0c\u63d0\u4f9b\u76f8\u5e94\u7684\u6700\u4f18\u89e3\u51b3\u65b9\u6848\u3002\u5728\u5b9e\u9645\u90e8\u7f72\u4e2d\uff0c\u8fd9\u610f\u5473\u7740\u8d64\u5154\u5f15\u64ce\u53ef\u4ee5\u6839\u636e\u7cfb\u7edf\u8d44\u6e90\u72b6\u51b5\uff0c\u5728 GPU \u5229\u7528\u7387\u3001\u5185\u5b58\u6548\u7387\u548c\u7f51\u7edc\u4f20\u8f93\u4e4b\u95f4\u5bfb\u627e\u6700\u4f73\u5e73\u8861\u70b9\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-4c854eec4bf53c9bd8958761fa3c2d50.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-4c854eec4bf53c9bd8958761fa3c2d50.png\"><\/a><\/section>\n<section>\u672c\u6b21\u5f00\u6e90\u7684\u6280\u672f\u7a81\u7834\u662f\u5b9e\u73b0\u975e H \u5361\u8bbe\u5907\u539f\u751f\u8fd0\u884c DeepSeek FP8 \u7cbe\u5ea6\u6a21\u578b\u3002\u300c\u6211\u4eec\u6ca1\u6709\u8d70\u7b80\u5355\u7684\u91cf\u5316\u8def\u7ebf\uff0c\u800c\u662f\u901a\u8fc7\u5728\u7b97\u5b50\u5185\u90e8\u9ad8\u6548\u5904\u7406 FP8 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50%\uff1b\u5c3d\u7ba1\u53ea\u7528\u4e86\u4e00\u534a\u7684\u7b97\u529b\uff0c\u4f46\u63a8\u7406\u901f\u5ea6\u5374\u8fbe\u5230\u5176 3.15 \u500d\u3002\u8fd9\u610f\u5473\u7740<strong>\u4f01\u4e1a\u53ef\u4ee5\u7528\u4e00\u534a\u7684\u786c\u4ef6\u8d44\u6e90\u83b7\u5f97\u66f4\u9ad8\u7684\u63a8\u7406\u6027\u80fd<\/strong>\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u90e8\u7f72\u95e8\u69db\u548c\u8fd0\u8425\u6210\u672c\u3002<\/section>\n<section><\/section>\n<section>\u300c\u90e8\u7f72\u5927\u6a21\u578b\u7684\u6700\u4f4e\u7b97\u529b\u6210\u672c\u662f\u4e00\u4e2a\u65f6\u5e38\u88ab\u5ffd\u89c6\u4f46\u6781\u5176\u91cd\u8981\u7684\u6307\u6807\u3002\u300d\u6e05\u7a0b\u56e2\u961f\u5f3a\u8c03\uff0c\u663e\u8457\u964d\u4f4e\u63a8\u7406\u6210\u672c\u5bf9\u63a8\u5e7f AI 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GPU \u5728\u5927\u6a21\u578b\u63a8\u7406\u5e02\u573a\u5360\u636e\u4e3b\u6d41\u5730\u4f4d\uff0c\u672a\u6765\u51e0\u5e74\u53ef\u80fd\u51fa\u73b0\u56fd\u5916 AI \u82af\u7247\u548c\u56fd\u5185 AI 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